Mplus VERSION 6
MUTHEN & MUTHEN
04/25/2010  10:59 PM

INPUT INSTRUCTIONS

  Title:
      GMM, 3 classes, 1 zero class

          ordered poly variables for conviction at each
      age 11-21
          dep. variable 0, 1 , 2 (0, 1, or more convictions)

  Data:

          file is naginORDERED.dat;

  Variable:

          names are u11 u12 u13 u14 u15
                    u16 u17 u18 u19 u20
                    u21 c1 c2 c3 c4 c;

          usevar      = u11-u21;
          categorical = u11-u21;
          classes = c(3);

  Analysis:
          type = mixture;

          algo = int;

      starts = 500 10; stiter = 20;

  Model:

     %overall%

     i s q |  u11@-.6   u12@-.5   u13@-.4 u14@-.3 u15@-.2
             u16@-.1  u17@0   u18@.1 u19@.2 u20@.3
             u21@.4;

      s-q@0;

      %c#1%
      [i*2 s q];

          i;


          %c#2%
      [i@0 s q];

          i;

          %c#3%

          [u11$1-u21$1@15];
          [u11$2-u21$2@16];

      [i-q@0];

          i@0;


  Output:

          residual tech1 tech7 tech8;

  Plot:
          type = plot3;
      series = u11-u21(s);





*** WARNING in MODEL command
  All continuous latent variable covariances involving S have been fixed to 0
  because the variance of S is fixed at 0.
*** WARNING in MODEL command
  All continuous latent variable covariances involving Q have been fixed to 0
  because the variance of Q is fixed at 0.
   2 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS




GMM, 3 classes, 1 zero class

ordered poly variables for conviction at each
age 11-21
dep. variable 0, 1 , 2 (0, 1, or more convictions)

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         403

Number of dependent variables                                   11
Number of independent variables                                  0
Number of continuous latent variables                            3
Number of categorical latent variables                           1

Observed dependent variables

  Binary and ordered categorical (ordinal)
   U11         U12         U13         U14         U15         U16
   U17         U18         U19         U20         U21

Continuous latent variables
   I           S           Q

Categorical latent variables
   C


Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
  Maximum number of iterations                                 100
  Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
  Maximum number of iterations                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-02
    Relative loglikelihood change                        0.100D-05
    Derivative                                           0.100D-02
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-02
  Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-02
  Basis for M step termination                           ITERATION
  Maximum value for logit thresholds                            15
  Minimum value for logit thresholds                           -15
  Minimum expected cell size for chi-square              0.100D-01
Optimization algorithm                                         EMA
Integration Specifications
  Type                                                    STANDARD
  Number of integration points                                  15
  Dimensions of numerical integration                            1
  Adaptive quadrature                                           ON
Random Starts Specifications
  Number of initial stage random starts                        500
  Number of final stage optimizations                           10
  Number of initial stage iterations                            20
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0
Link                                                         LOGIT
Cholesky                                                        ON

Input data file(s)
  naginORDERED.dat
Input data format  FREE


UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    U11
      Category 1    0.983      396.000
      Category 2    0.012        5.000
      Category 3    0.005        2.000
    U12
      Category 1    0.970      391.000
      Category 2    0.025       10.000
      Category 3    0.005        2.000
    U13
      Category 1    0.948      382.000
      Category 2    0.045       18.000
      Category 3    0.007        3.000
    U14
      Category 1    0.923      372.000
      Category 2    0.062       25.000
      Category 3    0.015        6.000
    U15
      Category 1    0.923      372.000
      Category 2    0.055       22.000
      Category 3    0.022        9.000
    U16
      Category 1    0.928      374.000
      Category 2    0.045       18.000
      Category 3    0.027       11.000
    U17
      Category 1    0.896      361.000
      Category 2    0.069       28.000
      Category 3    0.035       14.000
    U18
      Category 1    0.891      359.000
      Category 2    0.084       34.000
      Category 3    0.025       10.000
    U19
      Category 1    0.906      365.000
      Category 2    0.072       29.000
      Category 3    0.022        9.000
    U20
      Category 1    0.921      371.000
      Category 2    0.057       23.000
      Category 3    0.022        9.000
    U21
      Category 1    0.948      382.000
      Category 2    0.042       17.000
      Category 3    0.010        4.000


RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST LOGLIKELIHOOD VALUES

Final stage loglikelihood values at local maxima, seeds, and initial stage start numbers:

           -1066.769  580405           286
           -1066.769  464179           106
           -1066.769  253358           2
           -1066.769  217130           443
           -1066.769  195763           358
           -1066.770  479273           156
           -1066.770  414284           158
           -1066.771  728038           177
           -1066.781  857799           315
           -1066.794  960438           116



     WARNING:  WHEN ESTIMATING A MODEL WITH MORE THAN TWO CLASSES, IT MAY BE
     NECESSARY TO INCREASE THE NUMBER OF RANDOM STARTS USING THE STARTS OPTION
     TO AVOID LOCAL MAXIMA.


THE MODEL ESTIMATION TERMINATED NORMALLY



TESTS OF MODEL FIT

Loglikelihood

          H0 Value                       -1066.769
          H0 Scaling Correction Factor       1.004
            for MLR

Information Criteria

          Number of Free Parameters             11
          Akaike (AIC)                    2155.537
          Bayesian (BIC)                  2199.526
          Sample-Size Adjusted BIC        2164.621
            (n* = (n + 2) / 24)

Chi-Square Test of Model Fit for the Binary and Ordered Categorical
(Ordinal) Outcomes**

          Pearson Chi-Square

          Value                            924.212
          Degrees of Freedom                177110
          P-Value                           1.0000

          Likelihood Ratio Chi-Square

          Value                            243.287
          Degrees of Freedom                177110
          P-Value                           1.0000

** Of the 177147 cells in the latent class indicator table, 25
   were deleted in the calculation of chi-square due to extreme values.



FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THE ESTIMATED MODEL

    Latent
   Classes

       1         12.93127          0.03209
       2        202.80880          0.50325
       3        187.25993          0.46466


FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON ESTIMATED POSTERIOR PROBABILITIES

    Latent
   Classes

       1         12.93423          0.03209
       2        202.80579          0.50324
       3        187.25998          0.46466


CLASSIFICATION QUALITY

     Entropy                         0.533


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

    Latent
   Classes

       1                6          0.01489
       2              118          0.29280
       3              279          0.69231


Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)

           1        2        3

    1   0.757    0.243    0.000
    2   0.033    0.967    0.000
    3   0.016    0.313    0.671


MODEL RESULTS

                                                    Two-Tailed
                    Estimate       S.E.  Est./S.E.    P-Value

Latent Class 1

 I        |
    U11                1.000      0.000    999.000    999.000
    U12                1.000      0.000    999.000    999.000
    U13                1.000      0.000    999.000    999.000
    U14                1.000      0.000    999.000    999.000
    U15                1.000      0.000    999.000    999.000
    U16                1.000      0.000    999.000    999.000
    U17                1.000      0.000    999.000    999.000
    U18                1.000      0.000    999.000    999.000
    U19                1.000      0.000    999.000    999.000
    U20                1.000      0.000    999.000    999.000
    U21                1.000      0.000    999.000    999.000

 S        |
    U11               -0.600      0.000    999.000    999.000
    U12               -0.500      0.000    999.000    999.000
    U13               -0.400      0.000    999.000    999.000
    U14               -0.300      0.000    999.000    999.000
    U15               -0.200      0.000    999.000    999.000
    U16               -0.100      0.000    999.000    999.000
    U17                0.000      0.000    999.000    999.000
    U18                0.100      0.000    999.000    999.000
    U19                0.200      0.000    999.000    999.000
    U20                0.300      0.000    999.000    999.000
    U21                0.400      0.000    999.000    999.000

 Q        |
    U11                0.360      0.000    999.000    999.000
    U12                0.250      0.000    999.000    999.000
    U13                0.160      0.000    999.000    999.000
    U14                0.090      0.000    999.000    999.000
    U15                0.040      0.000    999.000    999.000
    U16                0.010      0.000    999.000    999.000
    U17                0.000      0.000    999.000    999.000
    U18                0.010      0.000    999.000    999.000
    U19                0.040      0.000    999.000    999.000
    U20                0.090      0.000    999.000    999.000
    U21                0.160      0.000    999.000    999.000

 Means
    I                 -3.176      3.630     -0.875      0.382
    S                -32.914      7.671     -4.291      0.000
    Q                -57.446     16.782     -3.423      0.001

 Thresholds
    U11$1              1.996      0.503      3.968      0.000
    U11$2              3.810      0.544      7.000      0.000
    U12$1              1.996      0.503      3.968      0.000
    U12$2              3.810      0.544      7.000      0.000
    U13$1              1.996      0.503      3.968      0.000
    U13$2              3.810      0.544      7.000      0.000
    U14$1              1.996      0.503      3.968      0.000
    U14$2              3.810      0.544      7.000      0.000
    U15$1              1.996      0.503      3.968      0.000
    U15$2              3.810      0.544      7.000      0.000
    U16$1              1.996      0.503      3.968      0.000
    U16$2              3.810      0.544      7.000      0.000
    U17$1              1.996      0.503      3.968      0.000
    U17$2              3.810      0.544      7.000      0.000
    U18$1              1.996      0.503      3.968      0.000
    U18$2              3.810      0.544      7.000      0.000
    U19$1              1.996      0.503      3.968      0.000
    U19$2              3.810      0.544      7.000      0.000
    U20$1              1.996      0.503      3.968      0.000
    U20$2              3.810      0.544      7.000      0.000
    U21$1              1.996      0.503      3.968      0.000
    U21$2              3.810      0.544      7.000      0.000

 Variances
    I                  2.107      4.249      0.496      0.620
    S                  0.000      0.000    999.000    999.000
    Q                  0.000      0.000    999.000    999.000

Latent Class 2

 I        |
    U11                1.000      0.000    999.000    999.000
    U12                1.000      0.000    999.000    999.000
    U13                1.000      0.000    999.000    999.000
    U14                1.000      0.000    999.000    999.000
    U15                1.000      0.000    999.000    999.000
    U16                1.000      0.000    999.000    999.000
    U17                1.000      0.000    999.000    999.000
    U18                1.000      0.000    999.000    999.000
    U19                1.000      0.000    999.000    999.000
    U20                1.000      0.000    999.000    999.000
    U21                1.000      0.000    999.000    999.000

 S        |
    U11               -0.600      0.000    999.000    999.000
    U12               -0.500      0.000    999.000    999.000
    U13               -0.400      0.000    999.000    999.000
    U14               -0.300      0.000    999.000    999.000
    U15               -0.200      0.000    999.000    999.000
    U16               -0.100      0.000    999.000    999.000
    U17                0.000      0.000    999.000    999.000
    U18                0.100      0.000    999.000    999.000
    U19                0.200      0.000    999.000    999.000
    U20                0.300      0.000    999.000    999.000
    U21                0.400      0.000    999.000    999.000

 Q        |
    U11                0.360      0.000    999.000    999.000
    U12                0.250      0.000    999.000    999.000
    U13                0.160      0.000    999.000    999.000
    U14                0.090      0.000    999.000    999.000
    U15                0.040      0.000    999.000    999.000
    U16                0.010      0.000    999.000    999.000
    U17                0.000      0.000    999.000    999.000
    U18                0.010      0.000    999.000    999.000
    U19                0.040      0.000    999.000    999.000
    U20                0.090      0.000    999.000    999.000
    U21                0.160      0.000    999.000    999.000

 Means
    I                  0.000      0.000    999.000    999.000
    S                  0.668      0.309      2.165      0.030
    Q                 -5.969      0.925     -6.449      0.000

 Thresholds
    U11$1              1.996      0.503      3.968      0.000
    U11$2              3.810      0.544      7.000      0.000
    U12$1              1.996      0.503      3.968      0.000
    U12$2              3.810      0.544      7.000      0.000
    U13$1              1.996      0.503      3.968      0.000
    U13$2              3.810      0.544      7.000      0.000
    U14$1              1.996      0.503      3.968      0.000
    U14$2              3.810      0.544      7.000      0.000
    U15$1              1.996      0.503      3.968      0.000
    U15$2              3.810      0.544      7.000      0.000
    U16$1              1.996      0.503      3.968      0.000
    U16$2              3.810      0.544      7.000      0.000
    U17$1              1.996      0.503      3.968      0.000
    U17$2              3.810      0.544      7.000      0.000
    U18$1              1.996      0.503      3.968      0.000
    U18$2              3.810      0.544      7.000      0.000
    U19$1              1.996      0.503      3.968      0.000
    U19$2              3.810      0.544      7.000      0.000
    U20$1              1.996      0.503      3.968      0.000
    U20$2              3.810      0.544      7.000      0.000
    U21$1              1.996      0.503      3.968      0.000
    U21$2              3.810      0.544      7.000      0.000

 Variances
    I                  2.312      0.797      2.900      0.004
    S                  0.000      0.000    999.000    999.000
    Q                  0.000      0.000    999.000    999.000

Latent Class 3

 I        |
    U11                1.000      0.000    999.000    999.000
    U12                1.000      0.000    999.000    999.000
    U13                1.000      0.000    999.000    999.000
    U14                1.000      0.000    999.000    999.000
    U15                1.000      0.000    999.000    999.000
    U16                1.000      0.000    999.000    999.000
    U17                1.000      0.000    999.000    999.000
    U18                1.000      0.000    999.000    999.000
    U19                1.000      0.000    999.000    999.000
    U20                1.000      0.000    999.000    999.000
    U21                1.000      0.000    999.000    999.000

 S        |
    U11               -0.600      0.000    999.000    999.000
    U12               -0.500      0.000    999.000    999.000
    U13               -0.400      0.000    999.000    999.000
    U14               -0.300      0.000    999.000    999.000
    U15               -0.200      0.000    999.000    999.000
    U16               -0.100      0.000    999.000    999.000
    U17                0.000      0.000    999.000    999.000
    U18                0.100      0.000    999.000    999.000
    U19                0.200      0.000    999.000    999.000
    U20                0.300      0.000    999.000    999.000
    U21                0.400      0.000    999.000    999.000

 Q        |
    U11                0.360      0.000    999.000    999.000
    U12                0.250      0.000    999.000    999.000
    U13                0.160      0.000    999.000    999.000
    U14                0.090      0.000    999.000    999.000
    U15                0.040      0.000    999.000    999.000
    U16                0.010      0.000    999.000    999.000
    U17                0.000      0.000    999.000    999.000
    U18                0.010      0.000    999.000    999.000
    U19                0.040      0.000    999.000    999.000
    U20                0.090      0.000    999.000    999.000
    U21                0.160      0.000    999.000    999.000

 Means
    I                  0.000      0.000    999.000    999.000
    S                  0.000      0.000    999.000    999.000
    Q                  0.000      0.000    999.000    999.000

 Thresholds
    U11$1             15.000      0.000    999.000    999.000
    U11$2             16.000      0.000    999.000    999.000
    U12$1             15.000      0.000    999.000    999.000
    U12$2             16.000      0.000    999.000    999.000
    U13$1             15.000      0.000    999.000    999.000
    U13$2             16.000      0.000    999.000    999.000
    U14$1             15.000      0.000    999.000    999.000
    U14$2             16.000      0.000    999.000    999.000
    U15$1             15.000      0.000    999.000    999.000
    U15$2             16.000      0.000    999.000    999.000
    U16$1             15.000      0.000    999.000    999.000
    U16$2             16.000      0.000    999.000    999.000
    U17$1             15.000      0.000    999.000    999.000
    U17$2             16.000      0.000    999.000    999.000
    U18$1             15.000      0.000    999.000    999.000
    U18$2             16.000      0.000    999.000    999.000
    U19$1             15.000      0.000    999.000    999.000
    U19$2             16.000      0.000    999.000    999.000
    U20$1             15.000      0.000    999.000    999.000
    U20$2             16.000      0.000    999.000    999.000
    U21$1             15.000      0.000    999.000    999.000
    U21$2             16.000      0.000    999.000    999.000

 Variances
    I                  0.000      0.000    999.000    999.000
    S                  0.000      0.000    999.000    999.000
    Q                  0.000      0.000    999.000    999.000

Categorical Latent Variables

 Means
    C#1               -2.673      1.440     -1.856      0.063
    C#2                0.080      0.411      0.194      0.846


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.123E-05
       (ratio of smallest to largest eigenvalue)


RESIDUAL OUTPUT


     UNIVARIATE DISTRIBUTION FIT FOR CLASS 1

     Variable          Estimated      Residual (Observed-Estimated)
     U11
       Category 1        0.994                  0.005
       Category 2        0.005                 -0.004
       Category 3        0.001                 -0.001
     U12
       Category 1        0.912                 -0.002
       Category 2        0.069                  0.021
       Category 3        0.019                 -0.019
     U13
       Category 1        0.704                  0.016
       Category 2        0.203                 -0.067
       Category 3        0.093                  0.051
     U14
       Category 1        0.583                 -0.132
       Category 2        0.261                  0.287
       Category 3        0.156                 -0.155
     U15
       Category 1        0.655                  0.058
       Category 2        0.229                 -0.035
       Category 3        0.117                 -0.023
     U16
       Category 1        0.862                 -0.021
       Category 2        0.105                 -0.021
       Category 3        0.033                  0.042
     U17
       Category 1        0.985                  0.010
       Category 2        0.012                 -0.009
       Category 3        0.003                 -0.001
     U18
       Category 1        1.000                  0.000
       Category 2        0.000                  0.000
       Category 3        0.000                  0.000
     U19
       Category 1        1.000                  0.000
       Category 2        0.000                  0.000
       Category 3        0.000                  0.000
     U20
       Category 1        1.000                  0.000
       Category 2        0.000                  0.000
       Category 3        0.000                  0.000
     U21
       Category 1        1.000                  0.000
       Category 2        0.000                  0.000
       Category 3        0.000                  0.000


     BIVARIATE DISTRIBUTIONS FIT FOR CLASS 1

     Variable       Variable          Estimated    Residual (Observed-Estimated)
     U11            U12
       Category 1     Category 1        0.907                  0.001
       Category 1     Category 2        0.068                  0.023
       Category 1     Category 3        0.019                 -0.019
       Category 2     Category 1        0.003                 -0.003
       Category 2     Category 2        0.001                 -0.001
       Category 2     Category 3        0.001                 -0.001
       Category 3     Category 1        0.001                 -0.001
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U13
       Category 1     Category 1        0.702                  0.017
       Category 1     Category 2        0.201                 -0.065
       Category 1     Category 3        0.091                  0.053
       Category 2     Category 1        0.002                 -0.001
       Category 2     Category 2        0.002                 -0.002
       Category 2     Category 3        0.002                 -0.002
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U14
       Category 1     Category 1        0.582                 -0.131
       Category 1     Category 2        0.259                  0.289
       Category 1     Category 3        0.153                 -0.153
       Category 2     Category 1        0.001                  0.000
       Category 2     Category 2        0.002                 -0.002
       Category 2     Category 3        0.002                 -0.002
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U15
       Category 1     Category 1        0.653                  0.059
       Category 1     Category 2        0.227                 -0.033
       Category 1     Category 3        0.114                 -0.021
       Category 2     Category 1        0.002                 -0.001
       Category 2     Category 2        0.002                 -0.002
       Category 2     Category 3        0.002                 -0.002
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U16
       Category 1     Category 1        0.858                 -0.018
       Category 1     Category 2        0.103                 -0.019
       Category 1     Category 3        0.032                  0.043
       Category 2     Category 1        0.003                 -0.002
       Category 2     Category 2        0.001                 -0.001
       Category 2     Category 3        0.001                 -0.001
       Category 3     Category 1        0.001                 -0.001
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U17
       Category 1     Category 1        0.980                  0.015
       Category 1     Category 2        0.012                 -0.009
       Category 1     Category 3        0.002                 -0.001
       Category 2     Category 1        0.005                 -0.004
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.001                 -0.001
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U18
       Category 1     Category 1        0.994                  0.005
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.005                 -0.004
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.001                 -0.001
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U19
       Category 1     Category 1        0.994                  0.005
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.005                 -0.004
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.001                 -0.001
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U20
       Category 1     Category 1        0.994                  0.005
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.005                 -0.004
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.001                 -0.001
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U21
       Category 1     Category 1        0.994                  0.005
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.005                 -0.004
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.001                 -0.001
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U12            U13
       Category 1     Category 1        0.667                  0.032
       Category 1     Category 2        0.174                 -0.038
       Category 1     Category 3        0.071                  0.005
       Category 2     Category 1        0.030                 -0.009
       Category 2     Category 2        0.022                 -0.022
       Category 2     Category 3        0.016                  0.053
       Category 3     Category 1        0.007                 -0.007
       Category 3     Category 2        0.006                 -0.006
       Category 3     Category 3        0.006                 -0.006
     U12            U14
       Category 1     Category 1        0.557                 -0.127
       Category 1     Category 2        0.232                  0.247
       Category 1     Category 3        0.123                 -0.122
       Category 2     Category 1        0.021                  0.000
       Category 2     Category 2        0.023                  0.046
       Category 2     Category 3        0.025                 -0.025
       Category 3     Category 1        0.005                 -0.005
       Category 3     Category 2        0.006                 -0.006
       Category 3     Category 3        0.008                 -0.008
     U12            U15
       Category 1     Category 1        0.622                  0.003
       Category 1     Category 2        0.199                 -0.006
       Category 1     Category 3        0.090                  0.001
       Category 2     Category 1        0.026                  0.062
       Category 2     Category 2        0.023                 -0.023
       Category 2     Category 3        0.020                 -0.017
       Category 3     Category 1        0.006                 -0.006
       Category 3     Category 2        0.006                 -0.006
       Category 3     Category 3        0.007                 -0.007
     U12            U16
       Category 1     Category 1        0.804                 -0.049
       Category 1     Category 2        0.084                 -0.005
       Category 1     Category 3        0.024                  0.051
       Category 2     Category 1        0.047                  0.039
       Category 2     Category 2        0.016                 -0.011
       Category 2     Category 3        0.007                 -0.007
       Category 3     Category 1        0.011                 -0.011
       Category 3     Category 2        0.005                 -0.005
       Category 3     Category 3        0.003                 -0.003
     U12            U17
       Category 1     Category 1        0.901                  0.006
       Category 1     Category 2        0.009                 -0.008
       Category 1     Category 3        0.002                 -0.001
       Category 2     Category 1        0.066                  0.022
       Category 2     Category 2        0.003                  0.000
       Category 2     Category 3        0.001                 -0.001
       Category 3     Category 1        0.018                 -0.018
       Category 3     Category 2        0.001                 -0.001
       Category 3     Category 3        0.000                  0.000
     U12            U18
       Category 1     Category 1        0.911                 -0.002
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.069                  0.021
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.019                 -0.019
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U12            U19
       Category 1     Category 1        0.912                 -0.002
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.069                  0.021
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.019                 -0.019
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U12            U20
       Category 1     Category 1        0.912                 -0.002
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.069                  0.021
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.019                 -0.019
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U12            U21
       Category 1     Category 1        0.912                 -0.002
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.069                  0.021
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.019                 -0.019
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U13            U14
       Category 1     Category 1        0.471                 -0.039
       Category 1     Category 2        0.162                  0.126
       Category 1     Category 3        0.072                 -0.072
       Category 2     Category 1        0.085                 -0.065
       Category 2     Category 2        0.068                  0.048
       Category 2     Category 3        0.050                 -0.049
       Category 3     Category 1        0.028                 -0.028
       Category 3     Category 2        0.031                  0.113
       Category 3     Category 3        0.034                 -0.034
     U13            U15
       Category 1     Category 1        0.519                  0.058
       Category 1     Category 2        0.134                 -0.009
       Category 1     Category 3        0.051                 -0.033
       Category 2     Category 1        0.102                 -0.034
       Category 2     Category 2        0.064                  0.005
       Category 2     Category 3        0.038                 -0.038
       Category 3     Category 1        0.034                  0.035
       Category 3     Category 2        0.031                 -0.031
       Category 3     Category 3        0.028                  0.047
     U13            U16
       Category 1     Category 1        0.642                  0.041
       Category 1     Category 2        0.050                 -0.013
       Category 1     Category 3        0.013                 -0.013
       Category 2     Category 1        0.159                 -0.070
       Category 2     Category 2        0.033                  0.014
       Category 2     Category 3        0.011                 -0.011
       Category 3     Category 1        0.061                  0.008
       Category 3     Category 2        0.022                 -0.022
       Category 3     Category 3        0.010                  0.065
     U13            U17
       Category 1     Category 1        0.699                  0.017
       Category 1     Category 2        0.004                 -0.001
       Category 1     Category 3        0.001                  0.000
       Category 2     Category 1        0.198                 -0.062
       Category 2     Category 2        0.004                 -0.004
       Category 2     Category 3        0.001                 -0.001
       Category 3     Category 1        0.088                  0.056
       Category 3     Category 2        0.004                 -0.004
       Category 3     Category 3        0.001                 -0.001
     U13            U18
       Category 1     Category 1        0.704                  0.016
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.203                 -0.067
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.093                  0.051
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U13            U19
       Category 1     Category 1        0.704                  0.016
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.203                 -0.067
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.093                  0.051
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U13            U20
       Category 1     Category 1        0.704                  0.016
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.203                 -0.067
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.093                  0.051
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U13            U21
       Category 1     Category 1        0.704                  0.016
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.203                 -0.067
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.093                  0.051
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U14            U15
       Category 1     Category 1        0.446                 -0.047
       Category 1     Category 2        0.101                 -0.067
       Category 1     Category 3        0.036                 -0.018
       Category 2     Category 1        0.146                  0.168
       Category 2     Category 2        0.076                  0.083
       Category 2     Category 3        0.039                  0.036
       Category 3     Category 1        0.063                 -0.062
       Category 3     Category 2        0.051                 -0.051
       Category 3     Category 3        0.042                 -0.042
     U14            U16
       Category 1     Category 1        0.539                 -0.109
       Category 1     Category 2        0.035                 -0.014
       Category 1     Category 3        0.009                 -0.009
       Category 2     Category 1        0.215                  0.195
       Category 2     Category 2        0.036                  0.027
       Category 2     Category 3        0.011                  0.064
       Category 3     Category 1        0.108                 -0.108
       Category 3     Category 2        0.034                 -0.034
       Category 3     Category 3        0.014                 -0.014
     U14            U17
       Category 1     Category 1        0.580                 -0.132
       Category 1     Category 2        0.003                  0.000
       Category 1     Category 3        0.001                  0.000
       Category 2     Category 1        0.256                  0.291
       Category 2     Category 2        0.004                 -0.004
       Category 2     Category 3        0.001                  0.000
       Category 3     Category 1        0.149                 -0.149
       Category 3     Category 2        0.005                 -0.005
       Category 3     Category 3        0.001                 -0.001
     U14            U18
       Category 1     Category 1        0.583                 -0.132
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.261                  0.287
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.155                 -0.155
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U14            U19
       Category 1     Category 1        0.583                 -0.132
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.261                  0.287
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.156                 -0.155
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U14            U20
       Category 1     Category 1        0.583                 -0.132
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.261                  0.287
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.156                 -0.155
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U14            U21
       Category 1     Category 1        0.583                 -0.132
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.261                  0.287
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.156                 -0.155
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U15            U16
       Category 1     Category 1        0.600                  0.037
       Category 1     Category 2        0.043                  0.032
       Category 1     Category 3        0.011                 -0.011
       Category 2     Category 1        0.183                  0.002
       Category 2     Category 2        0.035                 -0.026
       Category 2     Category 3        0.011                 -0.011
       Category 3     Category 1        0.079                 -0.060
       Category 3     Category 2        0.027                 -0.027
       Category 3     Category 3        0.011                  0.064
     U15            U17
       Category 1     Category 1        0.650                  0.061
       Category 1     Category 2        0.004                 -0.003
       Category 1     Category 3        0.001                  0.000
       Category 2     Category 1        0.224                 -0.030
       Category 2     Category 2        0.004                 -0.004
       Category 2     Category 3        0.001                 -0.001
       Category 3     Category 1        0.111                 -0.020
       Category 3     Category 2        0.004                 -0.002
       Category 3     Category 3        0.001                 -0.001
     U15            U18
       Category 1     Category 1        0.655                  0.058
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.229                 -0.035
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.116                 -0.023
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U15            U19
       Category 1     Category 1        0.655                  0.058
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.229                 -0.035
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.117                 -0.023
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U15            U20
       Category 1     Category 1        0.655                  0.058
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.229                 -0.035
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.117                 -0.023
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U15            U21
       Category 1     Category 1        0.655                  0.058
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.229                 -0.035
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.117                 -0.023
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U16            U17
       Category 1     Category 1        0.853                 -0.017
       Category 1     Category 2        0.007                 -0.004
       Category 1     Category 3        0.001                  0.000
       Category 2     Category 1        0.101                 -0.017
       Category 2     Category 2        0.003                 -0.003
       Category 2     Category 3        0.001                 -0.001
       Category 3     Category 1        0.031                  0.044
       Category 3     Category 2        0.002                 -0.002
       Category 3     Category 3        0.000                  0.000
     U16            U18
       Category 1     Category 1        0.861                 -0.021
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.105                 -0.020
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.033                  0.042
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U16            U19
       Category 1     Category 1        0.862                 -0.021
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.105                 -0.021
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.033                  0.042
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U16            U20
       Category 1     Category 1        0.862                 -0.021
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.105                 -0.021
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.033                  0.042
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U16            U21
       Category 1     Category 1        0.862                 -0.021
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.105                 -0.021
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.033                  0.042
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U17            U18
       Category 1     Category 1        0.985                  0.010
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.012                 -0.009
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.003                 -0.001
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U17            U19
       Category 1     Category 1        0.985                  0.010
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.012                 -0.009
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.003                 -0.001
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U17            U20
       Category 1     Category 1        0.985                  0.010
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.012                 -0.009
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.003                 -0.001
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U17            U21
       Category 1     Category 1        0.985                  0.010
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.012                 -0.009
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.003                 -0.001
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U18            U19
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U18            U20
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U18            U21
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U19            U20
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U19            U21
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U20            U21
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000


     UNIVARIATE DISTRIBUTION FIT FOR CLASS 2

     Variable          Estimated      Residual (Observed-Estimated)
     U11
       Category 1        0.972                 -0.006
       Category 2        0.023                  0.002
       Category 3        0.005                  0.005
     U12
       Category 1        0.948                 -0.002
       Category 2        0.041                  0.002
       Category 3        0.010                 -0.001
     U13
       Category 1        0.917                 -0.002
       Category 2        0.065                  0.015
       Category 3        0.018                 -0.013
     U14
       Category 1        0.882                  0.001
       Category 2        0.090                 -0.002
       Category 3        0.028                  0.001
     U15
       Category 1        0.848                  0.017
       Category 2        0.113                 -0.017
       Category 3        0.038                  0.000
     U16
       Category 1        0.822                  0.045
       Category 2        0.130                 -0.047
       Category 3        0.047                  0.002
     U17
       Category 1        0.808                 -0.015
       Category 2        0.140                 -0.002
       Category 3        0.052                  0.017
     U18
       Category 1        0.807                 -0.024
       Category 2        0.140                  0.028
       Category 3        0.053                 -0.003
     U19
       Category 1        0.820                 -0.007
       Category 2        0.132                  0.011
       Category 3        0.048                 -0.004
     U20
       Category 1        0.845                 -0.003
       Category 2        0.116                 -0.002
       Category 3        0.040                  0.005
     U21
       Category 1        0.877                  0.019
       Category 2        0.093                 -0.009
       Category 3        0.029                 -0.010


     BIVARIATE DISTRIBUTIONS FIT FOR CLASS 2

     Variable       Variable          Estimated    Residual (Observed-Estimated)
     U11            U12
       Category 1     Category 1        0.926                  0.001
       Category 1     Category 2        0.037                 -0.008
       Category 1     Category 3        0.009                  0.001
       Category 2     Category 1        0.018                 -0.004
       Category 2     Category 2        0.003                  0.006
       Category 2     Category 3        0.001                 -0.001
       Category 3     Category 1        0.004                  0.001
       Category 3     Category 2        0.001                  0.004
       Category 3     Category 3        0.000                  0.000
     U11            U13
       Category 1     Category 1        0.897                 -0.002
       Category 1     Category 2        0.059                  0.011
       Category 1     Category 3        0.016                 -0.015
       Category 2     Category 1        0.016                 -0.007
       Category 2     Category 2        0.005                  0.005
       Category 2     Category 3        0.002                  0.003
       Category 3     Category 1        0.004                  0.006
       Category 3     Category 2        0.001                 -0.001
       Category 3     Category 3        0.001                 -0.001
     U11            U14
       Category 1     Category 1        0.864                  0.003
       Category 1     Category 2        0.083                 -0.005
       Category 1     Category 3        0.025                 -0.005
       Category 2     Category 1        0.015                 -0.005
       Category 2     Category 2        0.006                  0.004
       Category 2     Category 3        0.003                  0.002
       Category 3     Category 1        0.003                  0.002
       Category 3     Category 2        0.001                 -0.001
       Category 3     Category 3        0.001                  0.004
     U11            U15
       Category 1     Category 1        0.833                  0.008
       Category 1     Category 2        0.105                 -0.014
       Category 1     Category 3        0.034                  0.000
       Category 2     Category 1        0.013                  0.007
       Category 2     Category 2        0.006                 -0.006
       Category 2     Category 3        0.004                  0.001
       Category 3     Category 1        0.003                  0.002
       Category 3     Category 2        0.001                  0.003
       Category 3     Category 3        0.001                 -0.001
     U11            U16
       Category 1     Category 1        0.808                  0.049
       Category 1     Category 2        0.122                 -0.039
       Category 1     Category 3        0.042                 -0.017
       Category 2     Category 1        0.012                 -0.007
       Category 2     Category 2        0.007                 -0.007
       Category 2     Category 3        0.004                  0.016
       Category 3     Category 1        0.003                  0.002
       Category 3     Category 2        0.002                 -0.002
       Category 3     Category 3        0.001                  0.004
     U11            U17
       Category 1     Category 1        0.794                 -0.011
       Category 1     Category 2        0.131                 -0.008
       Category 1     Category 3        0.047                  0.013
       Category 2     Category 1        0.011                 -0.007
       Category 2     Category 2        0.007                  0.003
       Category 2     Category 3        0.005                  0.005
       Category 3     Category 1        0.002                  0.003
       Category 3     Category 2        0.002                  0.003
       Category 3     Category 3        0.001                 -0.001
     U11            U18
       Category 1     Category 1        0.793                 -0.025
       Category 1     Category 2        0.132                  0.021
       Category 1     Category 3        0.047                 -0.002
       Category 2     Category 1        0.011                 -0.007
       Category 2     Category 2        0.007                  0.008
       Category 2     Category 3        0.005                  0.000
       Category 3     Category 1        0.002                  0.007
       Category 3     Category 2        0.002                 -0.002
       Category 3     Category 3        0.001                 -0.001
     U11            U19
       Category 1     Category 1        0.806                 -0.003
       Category 1     Category 2        0.124                  0.010
       Category 1     Category 3        0.043                 -0.013
       Category 2     Category 1        0.012                 -0.007
       Category 2     Category 2        0.007                 -0.002
       Category 2     Category 3        0.004                  0.011
       Category 3     Category 1        0.003                  0.002
       Category 3     Category 2        0.002                  0.003
       Category 3     Category 3        0.001                 -0.001
     U11            U20
       Category 1     Category 1        0.829                 -0.002
       Category 1     Category 2        0.108                 -0.004
       Category 1     Category 3        0.035                  0.000
       Category 2     Category 1        0.013                  0.002
       Category 2     Category 2        0.006                 -0.001
       Category 2     Category 3        0.004                  0.001
       Category 3     Category 1        0.003                 -0.003
       Category 3     Category 2        0.001                  0.003
       Category 3     Category 3        0.001                  0.004
     U11            U21
       Category 1     Category 1        0.860                  0.012
       Category 1     Category 2        0.086                 -0.007
       Category 1     Category 3        0.026                 -0.011
       Category 2     Category 1        0.014                  0.000
       Category 2     Category 2        0.006                 -0.001
       Category 2     Category 3        0.003                  0.002
       Category 3     Category 1        0.003                  0.007
       Category 3     Category 2        0.001                 -0.001
       Category 3     Category 3        0.001                 -0.001
     U12            U13
       Category 1     Category 1        0.879                 -0.003
       Category 1     Category 2        0.055                  0.010
       Category 1     Category 3        0.014                 -0.009
       Category 2     Category 1        0.031                  0.002
       Category 2     Category 2        0.008                  0.002
       Category 2     Category 3        0.003                 -0.002
       Category 3     Category 1        0.007                 -0.002
       Category 3     Category 2        0.002                  0.003
       Category 3     Category 3        0.001                 -0.001
     U12            U14
       Category 1     Category 1        0.848                  0.001
       Category 1     Category 2        0.078                  0.000
       Category 1     Category 3        0.022                 -0.003
       Category 2     Category 1        0.028                  0.001
       Category 2     Category 2        0.010                  0.001
       Category 2     Category 3        0.004                  0.001
       Category 3     Category 1        0.006                 -0.001
       Category 3     Category 2        0.003                 -0.003
       Category 3     Category 3        0.002                  0.003
     U12            U15
       Category 1     Category 1        0.818                  0.019
       Category 1     Category 2        0.099                 -0.018
       Category 1     Category 3        0.031                 -0.002
       Category 2     Category 1        0.025                 -0.001
       Category 2     Category 2        0.011                 -0.001
       Category 2     Category 3        0.006                  0.004
       Category 3     Category 1        0.006                 -0.001
       Category 3     Category 2        0.003                  0.002
       Category 3     Category 3        0.002                 -0.002
     U12            U16
       Category 1     Category 1        0.794                  0.039
       Category 1     Category 2        0.116                 -0.042
       Category 1     Category 3        0.038                  0.001
       Category 2     Category 1        0.023                  0.006
       Category 2     Category 2        0.012                 -0.007
       Category 2     Category 3        0.007                  0.003
       Category 3     Category 1        0.005                  0.000
       Category 3     Category 2        0.003                  0.002
       Category 3     Category 3        0.002                 -0.002
     U12            U17
       Category 1     Category 1        0.781                 -0.012
       Category 1     Category 2        0.124                 -0.006
       Category 1     Category 3        0.043                  0.016
       Category 2     Category 1        0.022                 -0.003
       Category 2     Category 2        0.012                  0.008
       Category 2     Category 3        0.007                 -0.002
       Category 3     Category 1        0.005                  0.000
       Category 3     Category 2        0.003                 -0.003
       Category 3     Category 3        0.002                  0.003
     U12            U18
       Category 1     Category 1        0.780                 -0.026
       Category 1     Category 2        0.125                  0.028
       Category 1     Category 3        0.043                 -0.003
       Category 2     Category 1        0.022                  0.007
       Category 2     Category 2        0.012                 -0.002
       Category 2     Category 3        0.007                 -0.002
       Category 3     Category 1        0.005                 -0.005
       Category 3     Category 2        0.003                  0.002
       Category 3     Category 3        0.002                  0.003
     U12            U19
       Category 1     Category 1        0.792                 -0.008
       Category 1     Category 2        0.117                  0.011
       Category 1     Category 3        0.039                 -0.004
       Category 2     Category 1        0.023                  0.006
       Category 2     Category 2        0.012                 -0.007
       Category 2     Category 3        0.007                  0.003
       Category 3     Category 1        0.005                 -0.005
       Category 3     Category 2        0.003                  0.007
       Category 3     Category 3        0.002                 -0.002
     U12            U20
       Category 1     Category 1        0.815                 -0.006
       Category 1     Category 2        0.102                 -0.003
       Category 1     Category 3        0.032                  0.008
       Category 2     Category 1        0.025                  0.004
       Category 2     Category 2        0.011                  0.004
       Category 2     Category 3        0.006                 -0.006
       Category 3     Category 1        0.006                 -0.001
       Category 3     Category 2        0.003                 -0.003
       Category 3     Category 3        0.002                  0.003
     U12            U21
       Category 1     Category 1        0.844                  0.014
       Category 1     Category 2        0.081                 -0.012
       Category 1     Category 3        0.023                 -0.004
       Category 2     Category 1        0.027                  0.007
       Category 2     Category 2        0.010                  0.000
       Category 2     Category 3        0.004                 -0.004
       Category 3     Category 1        0.006                 -0.001
       Category 3     Category 2        0.003                  0.002
       Category 3     Category 3        0.002                 -0.002
     U13            U14
       Category 1     Category 1        0.825                  0.014
       Category 1     Category 2        0.072                 -0.001
       Category 1     Category 3        0.020                 -0.015
       Category 2     Category 1        0.045                 -0.002
       Category 2     Category 2        0.014                  0.003
       Category 2     Category 3        0.006                  0.014
       Category 3     Category 1        0.011                 -0.011
       Category 3     Category 2        0.005                 -0.004
       Category 3     Category 3        0.002                  0.002
     U13            U15
       Category 1     Category 1        0.797                  0.003
       Category 1     Category 2        0.092                 -0.016
       Category 1     Category 3        0.028                  0.011
       Category 2     Category 1        0.041                  0.019
       Category 2     Category 2        0.016                  0.004
       Category 2     Category 3        0.008                 -0.008
       Category 3     Category 1        0.010                 -0.005
       Category 3     Category 2        0.005                 -0.005
       Category 3     Category 3        0.003                 -0.003
     U13            U16
       Category 1     Category 1        0.775                  0.023
       Category 1     Category 2        0.107                 -0.026
       Category 1     Category 3        0.034                  0.000
       Category 2     Category 1        0.038                  0.030
       Category 2     Category 2        0.018                 -0.016
       Category 2     Category 3        0.009                  0.001
       Category 3     Category 1        0.009                 -0.009
       Category 3     Category 2        0.005                 -0.005
       Category 3     Category 3        0.004                  0.001
     U13            U17
       Category 1     Category 1        0.763                 -0.016
       Category 1     Category 2        0.116                 -0.008
       Category 1     Category 3        0.038                  0.021
       Category 2     Category 1        0.037                  0.009
       Category 2     Category 2        0.018                  0.006
       Category 2     Category 3        0.010                  0.000
       Category 3     Category 1        0.009                 -0.008
       Category 3     Category 2        0.005                 -0.001
       Category 3     Category 3        0.004                 -0.004
     U13            U18
       Category 1     Category 1        0.762                 -0.015
       Category 1     Category 2        0.116                  0.022
       Category 1     Category 3        0.039                 -0.009
       Category 2     Category 1        0.037                 -0.001
       Category 2     Category 2        0.018                  0.006
       Category 2     Category 3        0.010                  0.010
       Category 3     Category 1        0.009                 -0.008
       Category 3     Category 2        0.005                 -0.001
       Category 3     Category 3        0.004                 -0.004
     U13            U19
       Category 1     Category 1        0.773                 -0.007
       Category 1     Category 2        0.109                  0.010
       Category 1     Category 3        0.035                 -0.005
       Category 2     Category 1        0.038                  0.008
       Category 2     Category 2        0.018                  0.007
       Category 2     Category 3        0.009                  0.001
       Category 3     Category 1        0.009                 -0.008
       Category 3     Category 2        0.005                 -0.005
       Category 3     Category 3        0.004                  0.001
     U13            U20
       Category 1     Category 1        0.794                  0.002
       Category 1     Category 2        0.094                  0.000
       Category 1     Category 3        0.029                 -0.004
       Category 2     Category 1        0.041                  0.000
       Category 2     Category 2        0.016                  0.003
       Category 2     Category 3        0.008                  0.012
       Category 3     Category 1        0.010                 -0.004
       Category 3     Category 2        0.005                 -0.005
       Category 3     Category 3        0.003                 -0.003
     U13            U21
       Category 1     Category 1        0.822                  0.009
       Category 1     Category 2        0.074                  0.000
       Category 1     Category 3        0.021                 -0.011
       Category 2     Category 1        0.045                  0.016
       Category 2     Category 2        0.014                 -0.004
       Category 2     Category 3        0.006                  0.004
       Category 3     Category 1        0.011                 -0.005
       Category 3     Category 2        0.005                 -0.005
       Category 3     Category 3        0.003                 -0.003
     U14            U15
       Category 1     Category 1        0.773                 -0.006
       Category 1     Category 2        0.084                 -0.002
       Category 1     Category 3        0.025                  0.009
       Category 2     Category 1        0.060                  0.014
       Category 2     Category 2        0.021                 -0.012
       Category 2     Category 3        0.009                 -0.004
       Category 3     Category 1        0.016                  0.009
       Category 3     Category 2        0.008                 -0.003
       Category 3     Category 3        0.005                 -0.005
     U14            U16
       Category 1     Category 1        0.752                  0.018
       Category 1     Category 2        0.099                 -0.021
       Category 1     Category 3        0.031                  0.004
       Category 2     Category 1        0.056                  0.017
       Category 2     Category 2        0.023                 -0.018
       Category 2     Category 3        0.011                 -0.001
       Category 3     Category 1        0.015                  0.010
       Category 3     Category 2        0.008                 -0.008
       Category 3     Category 3        0.005                  0.000
     U14            U17
       Category 1     Category 1        0.741                 -0.021
       Category 1     Category 2        0.107                  0.006
       Category 1     Category 3        0.034                  0.015
       Category 2     Category 1        0.054                  0.005
       Category 2     Category 2        0.024                 -0.010
       Category 2     Category 3        0.012                  0.002
       Category 3     Category 1        0.014                  0.001
       Category 3     Category 2        0.008                  0.001
       Category 3     Category 3        0.006                 -0.001
     U14            U18
       Category 1     Category 1        0.740                 -0.025
       Category 1     Category 2        0.107                  0.031
       Category 1     Category 3        0.034                 -0.005
       Category 2     Category 1        0.053                  0.005
       Category 2     Category 2        0.024                  0.000
       Category 2     Category 3        0.012                 -0.007
       Category 3     Category 1        0.014                 -0.004
       Category 3     Category 2        0.008                 -0.003
       Category 3     Category 3        0.006                  0.009
     U14            U19
       Category 1     Category 1        0.750                 -0.021
       Category 1     Category 2        0.100                  0.023
       Category 1     Category 3        0.031                 -0.002
       Category 2     Category 1        0.055                  0.008
       Category 2     Category 2        0.024                 -0.009
       Category 2     Category 3        0.011                 -0.002
       Category 3     Category 1        0.014                  0.005
       Category 3     Category 2        0.008                 -0.003
       Category 3     Category 3        0.005                 -0.001
     U14            U20
       Category 1     Category 1        0.770                 -0.011
       Category 1     Category 2        0.086                  0.012
       Category 1     Category 3        0.025                 -0.001
       Category 2     Category 1        0.059                  0.014
       Category 2     Category 2        0.022                 -0.012
       Category 2     Category 3        0.010                 -0.005
       Category 3     Category 1        0.016                 -0.006
       Category 3     Category 2        0.008                 -0.003
       Category 3     Category 3        0.005                  0.010
     U14            U21
       Category 1     Category 1        0.796                  0.013
       Category 1     Category 2        0.068                 -0.004
       Category 1     Category 3        0.018                 -0.009
       Category 2     Category 1        0.064                 -0.001
       Category 2     Category 2        0.019                 -0.004
       Category 2     Category 3        0.007                  0.003
       Category 3     Category 1        0.017                  0.007
       Category 3     Category 2        0.007                 -0.002
       Category 3     Category 3        0.004                 -0.004
     U15            U16
       Category 1     Category 1        0.730                  0.042
       Category 1     Category 2        0.091                 -0.027
       Category 1     Category 3        0.028                  0.002
       Category 2     Category 1        0.072                  0.000
       Category 2     Category 2        0.028                 -0.009
       Category 2     Category 3        0.013                 -0.008
       Category 3     Category 1        0.020                  0.003
       Category 3     Category 2        0.011                 -0.011
       Category 3     Category 3        0.007                  0.008
     U15            U17
       Category 1     Category 1        0.719                  0.004
       Category 1     Category 2        0.099                 -0.010
       Category 1     Category 3        0.031                  0.023
       Category 2     Category 1        0.070                 -0.008
       Category 2     Category 2        0.029                 -0.005
       Category 2     Category 3        0.014                 -0.004
       Category 3     Category 1        0.019                 -0.010
       Category 3     Category 2        0.011                  0.013
       Category 3     Category 3        0.008                 -0.003
     U15            U18
       Category 1     Category 1        0.718                  0.004
       Category 1     Category 2        0.099                  0.014
       Category 1     Category 3        0.031                 -0.001
       Category 2     Category 1        0.070                 -0.033
       Category 2     Category 2        0.029                  0.025
       Category 2     Category 3        0.014                 -0.009
       Category 3     Category 1        0.019                  0.004
       Category 3     Category 2        0.011                 -0.011
       Category 3     Category 3        0.008                  0.007
     U15            U19
       Category 1     Category 1        0.728                 -0.005
       Category 1     Category 2        0.092                  0.031
       Category 1     Category 3        0.028                 -0.008
       Category 2     Category 1        0.072                  0.009
       Category 2     Category 2        0.028                 -0.018
       Category 2     Category 3        0.013                 -0.008
       Category 3     Category 1        0.020                 -0.011
       Category 3     Category 2        0.011                 -0.001
       Category 3     Category 3        0.007                  0.013
     U15            U20
       Category 1     Category 1        0.746                  0.001
       Category 1     Category 2        0.079                  0.009
       Category 1     Category 3        0.023                  0.007
       Category 2     Category 1        0.077                 -0.010
       Category 2     Category 2        0.026                 -0.001
       Category 2     Category 3        0.011                 -0.006
       Category 3     Category 1        0.022                  0.007
       Category 3     Category 2        0.011                 -0.011
       Category 3     Category 3        0.006                  0.004
     U15            U21
       Category 1     Category 1        0.770                  0.031
       Category 1     Category 2        0.062                 -0.008
       Category 1     Category 3        0.017                 -0.007
       Category 2     Category 1        0.083                 -0.002
       Category 2     Category 2        0.022                 -0.012
       Category 2     Category 3        0.008                 -0.003
       Category 3     Category 1        0.024                 -0.010
       Category 3     Category 2        0.009                  0.010
       Category 3     Category 3        0.005                  0.000
     U16            U17
       Category 1     Category 1        0.701                  0.013
       Category 1     Category 2        0.093                  0.015
       Category 1     Category 3        0.028                  0.016
       Category 2     Category 1        0.083                 -0.019
       Category 2     Category 2        0.033                 -0.028
       Category 2     Category 3        0.015                  0.000
       Category 3     Category 1        0.024                 -0.009
       Category 3     Category 2        0.014                  0.011
       Category 3     Category 3        0.009                  0.001
     U16            U18
       Category 1     Category 1        0.701                 -0.001
       Category 1     Category 2        0.093                  0.040
       Category 1     Category 3        0.029                  0.006
       Category 2     Category 1        0.082                 -0.019
       Category 2     Category 2        0.033                 -0.018
       Category 2     Category 3        0.015                 -0.010
       Category 3     Category 1        0.024                 -0.004
       Category 3     Category 2        0.014                  0.006
       Category 3     Category 3        0.009                  0.001
     U16            U19
       Category 1     Category 1        0.710                  0.039
       Category 1     Category 2        0.087                  0.007
       Category 1     Category 3        0.026                 -0.001
       Category 2     Category 1        0.085                 -0.031
       Category 2     Category 2        0.031                 -0.007
       Category 2     Category 3        0.014                 -0.009
       Category 3     Category 1        0.025                 -0.015
       Category 3     Category 2        0.014                  0.011
       Category 3     Category 3        0.008                  0.006
     U16            U20
       Category 1     Category 1        0.727                  0.027
       Category 1     Category 2        0.074                  0.019
       Category 1     Category 3        0.021                 -0.001
       Category 2     Category 1        0.090                 -0.027
       Category 2     Category 2        0.028                 -0.014
       Category 2     Category 3        0.011                 -0.006
       Category 3     Category 1        0.027                 -0.002
       Category 3     Category 2        0.013                 -0.008
       Category 3     Category 3        0.007                  0.013
     U16            U21
       Category 1     Category 1        0.750                  0.044
       Category 1     Category 2        0.058                  0.001
       Category 1     Category 3        0.015                  0.000
       Category 2     Category 1        0.098                 -0.019
       Category 2     Category 2        0.024                 -0.019
       Category 2     Category 3        0.009                 -0.009
       Category 3     Category 1        0.030                 -0.005
       Category 3     Category 2        0.011                  0.008
       Category 3     Category 3        0.006                 -0.001
     U17            U18
       Category 1     Category 1        0.691                 -0.006
       Category 1     Category 2        0.090                 -0.011
       Category 1     Category 3        0.027                  0.002
       Category 2     Category 1        0.090                 -0.026
       Category 2     Category 2        0.035                  0.030
       Category 2     Category 3        0.015                 -0.006
       Category 3     Category 1        0.027                  0.007
       Category 3     Category 2        0.015                  0.009
       Category 3     Category 3        0.010                  0.000
     U17            U19
       Category 1     Category 1        0.700                  0.000
       Category 1     Category 2        0.084                  0.005
       Category 1     Category 3        0.025                 -0.020
       Category 2     Category 1        0.092                 -0.024
       Category 2     Category 2        0.033                  0.011
       Category 2     Category 3        0.014                  0.011
       Category 3     Category 1        0.028                  0.016
       Category 3     Category 2        0.015                 -0.005
       Category 3     Category 3        0.009                  0.006
     U17            U20
       Category 1     Category 1        0.716                 -0.027
       Category 1     Category 2        0.072                  0.012
       Category 1     Category 3        0.020                  0.000
       Category 2     Category 1        0.098                  0.000
       Category 2     Category 2        0.030                 -0.005
       Category 2     Category 3        0.012                  0.003
       Category 3     Category 1        0.030                  0.024
       Category 3     Category 2        0.014                 -0.009
       Category 3     Category 3        0.008                  0.002
     U17            U21
       Category 1     Category 1        0.738                  0.001
       Category 1     Category 2        0.056                 -0.006
       Category 1     Category 3        0.015                 -0.010
       Category 2     Category 1        0.106                  0.003
       Category 2     Category 2        0.025                 -0.005
       Category 2     Category 3        0.009                  0.001
       Category 3     Category 1        0.034                  0.016
       Category 3     Category 2        0.013                  0.002
       Category 3     Category 3        0.006                 -0.001
     U18            U19
       Category 1     Category 1        0.699                 -0.029
       Category 1     Category 2        0.084                  0.020
       Category 1     Category 3        0.025                 -0.015
       Category 2     Category 1        0.093                  0.030
       Category 2     Category 2        0.033                 -0.004
       Category 2     Category 3        0.014                  0.001
       Category 3     Category 1        0.028                 -0.009
       Category 3     Category 2        0.015                 -0.005
       Category 3     Category 3        0.009                  0.011
     U18            U20
       Category 1     Category 1        0.716                 -0.031
       Category 1     Category 2        0.071                  0.002
       Category 1     Category 3        0.020                  0.005
       Category 2     Category 1        0.098                  0.025
       Category 2     Category 2        0.030                  0.005
       Category 2     Category 3        0.012                 -0.002
       Category 3     Category 1        0.031                  0.004
       Category 3     Category 2        0.014                 -0.009
       Category 3     Category 3        0.008                  0.002
     U18            U21
       Category 1     Category 1        0.737                 -0.023
       Category 1     Category 2        0.055                  0.004
       Category 1     Category 3        0.014                 -0.005
       Category 2     Category 1        0.106                  0.042
       Category 2     Category 2        0.025                 -0.015
       Category 2     Category 3        0.009                  0.001
       Category 3     Category 1        0.034                  0.001
       Category 3     Category 2        0.013                  0.002
       Category 3     Category 3        0.006                 -0.006
     U19            U20
       Category 1     Category 1        0.725                 -0.016
       Category 1     Category 2        0.074                  0.010
       Category 1     Category 3        0.021                 -0.001
       Category 2     Category 1        0.092                  0.012
       Category 2     Category 2        0.029                 -0.004
       Category 2     Category 3        0.011                  0.003
       Category 3     Category 1        0.028                  0.002
       Category 3     Category 2        0.013                 -0.008
       Category 3     Category 3        0.007                  0.003
     U19            U21
       Category 1     Category 1        0.748                  0.016
       Category 1     Category 2        0.057                 -0.013
       Category 1     Category 3        0.015                 -0.010
       Category 2     Category 1        0.099                  0.009
       Category 2     Category 2        0.024                  0.005
       Category 2     Category 3        0.009                 -0.004
       Category 3     Category 1        0.031                 -0.006
       Category 3     Category 2        0.012                 -0.002
       Category 3     Category 3        0.006                  0.004
     U20            U21
       Category 1     Category 1        0.767                  0.006
       Category 1     Category 2        0.061                 -0.002
       Category 1     Category 3        0.016                 -0.006
       Category 2     Category 1        0.085                  0.013
       Category 2     Category 2        0.022                 -0.007
       Category 2     Category 3        0.008                 -0.008
       Category 3     Category 1        0.025                  0.000
       Category 3     Category 2        0.010                  0.000
       Category 3     Category 3        0.005                  0.005


     UNIVARIATE DISTRIBUTION FIT FOR CLASS 3

     Variable          Estimated      Residual (Observed-Estimated)
     U11
       Category 1        1.000                  0.000
       Category 2        0.000                  0.000
       Category 3        0.000                  0.000
     U12
       Category 1        1.000                  0.000
       Category 2        0.000                  0.000
       Category 3        0.000                  0.000
     U13
       Category 1        1.000                  0.000
       Category 2        0.000                  0.000
       Category 3        0.000                  0.000
     U14
       Category 1        1.000                  0.000
       Category 2        0.000                  0.000
       Category 3        0.000                  0.000
     U15
       Category 1        1.000                  0.000
       Category 2        0.000                  0.000
       Category 3        0.000                  0.000
     U16
       Category 1        1.000                  0.000
       Category 2        0.000                  0.000
       Category 3        0.000                  0.000
     U17
       Category 1        1.000                  0.000
       Category 2        0.000                  0.000
       Category 3        0.000                  0.000
     U18
       Category 1        1.000                  0.000
       Category 2        0.000                  0.000
       Category 3        0.000                  0.000
     U19
       Category 1        1.000                  0.000
       Category 2        0.000                  0.000
       Category 3        0.000                  0.000
     U20
       Category 1        1.000                  0.000
       Category 2        0.000                  0.000
       Category 3        0.000                  0.000
     U21
       Category 1        1.000                  0.000
       Category 2        0.000                  0.000
       Category 3        0.000                  0.000


     BIVARIATE DISTRIBUTIONS FIT FOR CLASS 3

     Variable       Variable          Estimated    Residual (Observed-Estimated)
     U11            U12
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U13
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U14
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U15
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U16
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U17
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U18
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U19
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U20
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U11            U21
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U12            U13
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U12            U14
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U12            U15
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U12            U16
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U12            U17
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U12            U18
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U12            U19
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U12            U20
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U12            U21
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U13            U14
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U13            U15
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U13            U16
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U13            U17
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U13            U18
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U13            U19
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U13            U20
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U13            U21
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U14            U15
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U14            U16
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U14            U17
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U14            U18
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U14            U19
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U14            U20
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U14            U21
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U15            U16
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U15            U17
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U15            U18
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U15            U19
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U15            U20
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U15            U21
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U16            U17
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U16            U18
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U16            U19
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U16            U20
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U16            U21
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U17            U18
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U17            U19
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U17            U20
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U17            U21
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U18            U19
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U18            U20
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U18            U21
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U19            U20
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U19            U21
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000
     U20            U21
       Category 1     Category 1        1.000                  0.000
       Category 1     Category 2        0.000                  0.000
       Category 1     Category 3        0.000                  0.000
       Category 2     Category 1        0.000                  0.000
       Category 2     Category 2        0.000                  0.000
       Category 2     Category 3        0.000                  0.000
       Category 3     Category 1        0.000                  0.000
       Category 3     Category 2        0.000                  0.000
       Category 3     Category 3        0.000                  0.000


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS 1


           NU
              U11           U12           U13           U14           U15
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U16           U17           U18           U19           U20
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U21
              ________
 1                  0


           LAMBDA
              I             S             Q
              ________      ________      ________
 U11                0             0             0
 U12                0             0             0
 U13                0             0             0
 U14                0             0             0
 U15                0             0             0
 U16                0             0             0
 U17                0             0             0
 U18                0             0             0
 U19                0             0             0
 U20                0             0             0
 U21                0             0             0


           THETA
              U11           U12           U13           U14           U15
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U15                0             0             0             0             0
 U16                0             0             0             0             0
 U17                0             0             0             0             0
 U18                0             0             0             0             0
 U19                0             0             0             0             0
 U20                0             0             0             0             0
 U21                0             0             0             0             0


           THETA
              U16           U17           U18           U19           U20
              ________      ________      ________      ________      ________
 U16                0
 U17                0             0
 U18                0             0             0
 U19                0             0             0             0
 U20                0             0             0             0             0
 U21                0             0             0             0             0


           THETA
              U21
              ________
 U21                0


           ALPHA
              I             S             Q
              ________      ________      ________
 1                  1             2             3


           BETA
              I             S             Q
              ________      ________      ________
 I                  0             0             0
 S                  0             0             0
 Q                  0             0             0


           PSI
              I             S             Q
              ________      ________      ________
 I                  4
 S                  0             0
 Q                  0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS 2


           NU
              U11           U12           U13           U14           U15
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U16           U17           U18           U19           U20
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U21
              ________
 1                  0


           LAMBDA
              I             S             Q
              ________      ________      ________
 U11                0             0             0
 U12                0             0             0
 U13                0             0             0
 U14                0             0             0
 U15                0             0             0
 U16                0             0             0
 U17                0             0             0
 U18                0             0             0
 U19                0             0             0
 U20                0             0             0
 U21                0             0             0


           THETA
              U11           U12           U13           U14           U15
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U15                0             0             0             0             0
 U16                0             0             0             0             0
 U17                0             0             0             0             0
 U18                0             0             0             0             0
 U19                0             0             0             0             0
 U20                0             0             0             0             0
 U21                0             0             0             0             0


           THETA
              U16           U17           U18           U19           U20
              ________      ________      ________      ________      ________
 U16                0
 U17                0             0
 U18                0             0             0
 U19                0             0             0             0
 U20                0             0             0             0             0
 U21                0             0             0             0             0


           THETA
              U21
              ________
 U21                0


           ALPHA
              I             S             Q
              ________      ________      ________
 1                  0             5             6


           BETA
              I             S             Q
              ________      ________      ________
 I                  0             0             0
 S                  0             0             0
 Q                  0             0             0


           PSI
              I             S             Q
              ________      ________      ________
 I                  7
 S                  0             0
 Q                  0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS 3


           NU
              U11           U12           U13           U14           U15
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U16           U17           U18           U19           U20
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U21
              ________
 1                  0


           LAMBDA
              I             S             Q
              ________      ________      ________
 U11                0             0             0
 U12                0             0             0
 U13                0             0             0
 U14                0             0             0
 U15                0             0             0
 U16                0             0             0
 U17                0             0             0
 U18                0             0             0
 U19                0             0             0
 U20                0             0             0
 U21                0             0             0


           THETA
              U11           U12           U13           U14           U15
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U15                0             0             0             0             0
 U16                0             0             0             0             0
 U17                0             0             0             0             0
 U18                0             0             0             0             0
 U19                0             0             0             0             0
 U20                0             0             0             0             0
 U21                0             0             0             0             0


           THETA
              U16           U17           U18           U19           U20
              ________      ________      ________      ________      ________
 U16                0
 U17                0             0
 U18                0             0             0
 U19                0             0             0             0
 U20                0             0             0             0             0
 U21                0             0             0             0             0


           THETA
              U21
              ________
 U21                0


           ALPHA
              I             S             Q
              ________      ________      ________
 1                  0             0             0


           BETA
              I             S             Q
              ________      ________      ________
 I                  0             0             0
 S                  0             0             0
 Q                  0             0             0


           PSI
              I             S             Q
              ________      ________      ________
 I                  0
 S                  0             0
 Q                  0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART


           TAU(U) FOR LATENT CLASS 1
              U11$1         U11$2         U12$1         U12$2         U13$1
              ________      ________      ________      ________      ________
 1                  8             9             8             9             8


           TAU(U) FOR LATENT CLASS 1
              U13$2         U14$1         U14$2         U15$1         U15$2
              ________      ________      ________      ________      ________
 1                  9             8             9             8             9


           TAU(U) FOR LATENT CLASS 1
              U16$1         U16$2         U17$1         U17$2         U18$1
              ________      ________      ________      ________      ________
 1                  8             9             8             9             8


           TAU(U) FOR LATENT CLASS 1
              U18$2         U19$1         U19$2         U20$1         U20$2
              ________      ________      ________      ________      ________
 1                  9             8             9             8             9


           TAU(U) FOR LATENT CLASS 1
              U21$1         U21$2
              ________      ________
 1                  8             9


           TAU(U) FOR LATENT CLASS 2
              U11$1         U11$2         U12$1         U12$2         U13$1
              ________      ________      ________      ________      ________
 1                  8             9             8             9             8


           TAU(U) FOR LATENT CLASS 2
              U13$2         U14$1         U14$2         U15$1         U15$2
              ________      ________      ________      ________      ________
 1                  9             8             9             8             9


           TAU(U) FOR LATENT CLASS 2
              U16$1         U16$2         U17$1         U17$2         U18$1
              ________      ________      ________      ________      ________
 1                  8             9             8             9             8


           TAU(U) FOR LATENT CLASS 2
              U18$2         U19$1         U19$2         U20$1         U20$2
              ________      ________      ________      ________      ________
 1                  9             8             9             8             9


           TAU(U) FOR LATENT CLASS 2
              U21$1         U21$2
              ________      ________
 1                  8             9


           TAU(U) FOR LATENT CLASS 3
              U11$1         U11$2         U12$1         U12$2         U13$1
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           TAU(U) FOR LATENT CLASS 3
              U13$2         U14$1         U14$2         U15$1         U15$2
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           TAU(U) FOR LATENT CLASS 3
              U16$1         U16$2         U17$1         U17$2         U18$1
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           TAU(U) FOR LATENT CLASS 3
              U18$2         U19$1         U19$2         U20$1         U20$2
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           TAU(U) FOR LATENT CLASS 3
              U21$1         U21$2
              ________      ________
 1                  0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2           C#3
              ________      ________      ________
 1                 10            11             0


           GAMMA(C)
              I             S             Q
              ________      ________      ________
 C#1                0             0             0
 C#2                0             0             0
 C#3                0             0             0


     STARTING VALUES FOR LATENT CLASS 1


           NU
              U11           U12           U13           U14           U15
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U16           U17           U18           U19           U20
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U21
              ________
 1              0.000


           LAMBDA
              I             S             Q
              ________      ________      ________
 U11            1.000        -0.600         0.360
 U12            1.000        -0.500         0.250
 U13            1.000        -0.400         0.160
 U14            1.000        -0.300         0.090
 U15            1.000        -0.200         0.040
 U16            1.000        -0.100         0.010
 U17            1.000         0.000         0.000
 U18            1.000         0.100         0.010
 U19            1.000         0.200         0.040
 U20            1.000         0.300         0.090
 U21            1.000         0.400         0.160


           THETA
              U11           U12           U13           U14           U15
              ________      ________      ________      ________      ________
 U11            1.000
 U12            0.000         1.000
 U13            0.000         0.000         1.000
 U14            0.000         0.000         0.000         1.000
 U15            0.000         0.000         0.000         0.000         1.000
 U16            0.000         0.000         0.000         0.000         0.000
 U17            0.000         0.000         0.000         0.000         0.000
 U18            0.000         0.000         0.000         0.000         0.000
 U19            0.000         0.000         0.000         0.000         0.000
 U20            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000


           THETA
              U16           U17           U18           U19           U20
              ________      ________      ________      ________      ________
 U16            1.000
 U17            0.000         1.000
 U18            0.000         0.000         1.000
 U19            0.000         0.000         0.000         1.000
 U20            0.000         0.000         0.000         0.000         1.000
 U21            0.000         0.000         0.000         0.000         0.000


           THETA
              U21
              ________
 U21            1.000


           ALPHA
              I             S             Q
              ________      ________      ________
 1              2.000         0.000         0.000


           BETA
              I             S             Q
              ________      ________      ________
 I              0.000         0.000         0.000
 S              0.000         0.000         0.000
 Q              0.000         0.000         0.000


           PSI
              I             S             Q
              ________      ________      ________
 I              0.050
 S              0.000         0.000
 Q              0.000         0.000         0.000


     STARTING VALUES FOR LATENT CLASS 2


           NU
              U11           U12           U13           U14           U15
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U16           U17           U18           U19           U20
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U21
              ________
 1              0.000


           LAMBDA
              I             S             Q
              ________      ________      ________
 U11            1.000        -0.600         0.360
 U12            1.000        -0.500         0.250
 U13            1.000        -0.400         0.160
 U14            1.000        -0.300         0.090
 U15            1.000        -0.200         0.040
 U16            1.000        -0.100         0.010
 U17            1.000         0.000         0.000
 U18            1.000         0.100         0.010
 U19            1.000         0.200         0.040
 U20            1.000         0.300         0.090
 U21            1.000         0.400         0.160


           THETA
              U11           U12           U13           U14           U15
              ________      ________      ________      ________      ________
 U11            1.000
 U12            0.000         1.000
 U13            0.000         0.000         1.000
 U14            0.000         0.000         0.000         1.000
 U15            0.000         0.000         0.000         0.000         1.000
 U16            0.000         0.000         0.000         0.000         0.000
 U17            0.000         0.000         0.000         0.000         0.000
 U18            0.000         0.000         0.000         0.000         0.000
 U19            0.000         0.000         0.000         0.000         0.000
 U20            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000


           THETA
              U16           U17           U18           U19           U20
              ________      ________      ________      ________      ________
 U16            1.000
 U17            0.000         1.000
 U18            0.000         0.000         1.000
 U19            0.000         0.000         0.000         1.000
 U20            0.000         0.000         0.000         0.000         1.000
 U21            0.000         0.000         0.000         0.000         0.000


           THETA
              U21
              ________
 U21            1.000


           ALPHA
              I             S             Q
              ________      ________      ________
 1              0.000         0.000         0.000


           BETA
              I             S             Q
              ________      ________      ________
 I              0.000         0.000         0.000
 S              0.000         0.000         0.000
 Q              0.000         0.000         0.000


           PSI
              I             S             Q
              ________      ________      ________
 I              0.050
 S              0.000         0.000
 Q              0.000         0.000         0.000


     STARTING VALUES FOR LATENT CLASS 3


           NU
              U11           U12           U13           U14           U15
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U16           U17           U18           U19           U20
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U21
              ________
 1              0.000


           LAMBDA
              I             S             Q
              ________      ________      ________
 U11            1.000        -0.600         0.360
 U12            1.000        -0.500         0.250
 U13            1.000        -0.400         0.160
 U14            1.000        -0.300         0.090
 U15            1.000        -0.200         0.040
 U16            1.000        -0.100         0.010
 U17            1.000         0.000         0.000
 U18            1.000         0.100         0.010
 U19            1.000         0.200         0.040
 U20            1.000         0.300         0.090
 U21            1.000         0.400         0.160


           THETA
              U11           U12           U13           U14           U15
              ________      ________      ________      ________      ________
 U11            1.000
 U12            0.000         1.000
 U13            0.000         0.000         1.000
 U14            0.000         0.000         0.000         1.000
 U15            0.000         0.000         0.000         0.000         1.000
 U16            0.000         0.000         0.000         0.000         0.000
 U17            0.000         0.000         0.000         0.000         0.000
 U18            0.000         0.000         0.000         0.000         0.000
 U19            0.000         0.000         0.000         0.000         0.000
 U20            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000


           THETA
              U16           U17           U18           U19           U20
              ________      ________      ________      ________      ________
 U16            1.000
 U17            0.000         1.000
 U18            0.000         0.000         1.000
 U19            0.000         0.000         0.000         1.000
 U20            0.000         0.000         0.000         0.000         1.000
 U21            0.000         0.000         0.000         0.000         0.000


           THETA
              U21
              ________
 U21            1.000


           ALPHA
              I             S             Q
              ________      ________      ________
 1              0.000         0.000         0.000


           BETA
              I             S             Q
              ________      ________      ________
 I              0.000         0.000         0.000
 S              0.000         0.000         0.000
 Q              0.000         0.000         0.000


           PSI
              I             S             Q
              ________      ________      ________
 I              0.000
 S              0.000         0.000
 Q              0.000         0.000         0.000


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART


           TAU(U) FOR LATENT CLASS 1
              U11$1         U11$2         U12$1         U12$2         U13$1
              ________      ________      ________      ________      ________
 1              2.210         3.700         2.210         3.700         2.210


           TAU(U) FOR LATENT CLASS 1
              U13$2         U14$1         U14$2         U15$1         U15$2
              ________      ________      ________      ________      ________
 1              3.700         2.210         3.700         2.210         3.700


           TAU(U) FOR LATENT CLASS 1
              U16$1         U16$2         U17$1         U17$2         U18$1
              ________      ________      ________      ________      ________
 1              2.210         3.700         2.210         3.700         2.210


           TAU(U) FOR LATENT CLASS 1
              U18$2         U19$1         U19$2         U20$1         U20$2
              ________      ________      ________      ________      ________
 1              3.700         2.210         3.700         2.210         3.700


           TAU(U) FOR LATENT CLASS 1
              U21$1         U21$2
              ________      ________
 1              2.210         3.700


           TAU(U) FOR LATENT CLASS 2
              U11$1         U11$2         U12$1         U12$2         U13$1
              ________      ________      ________      ________      ________
 1              2.210         3.700         2.210         3.700         2.210


           TAU(U) FOR LATENT CLASS 2
              U13$2         U14$1         U14$2         U15$1         U15$2
              ________      ________      ________      ________      ________
 1              3.700         2.210         3.700         2.210         3.700


           TAU(U) FOR LATENT CLASS 2
              U16$1         U16$2         U17$1         U17$2         U18$1
              ________      ________      ________      ________      ________
 1              2.210         3.700         2.210         3.700         2.210


           TAU(U) FOR LATENT CLASS 2
              U18$2         U19$1         U19$2         U20$1         U20$2
              ________      ________      ________      ________      ________
 1              3.700         2.210         3.700         2.210         3.700


           TAU(U) FOR LATENT CLASS 2
              U21$1         U21$2
              ________      ________
 1              2.210         3.700


           TAU(U) FOR LATENT CLASS 3
              U11$1         U11$2         U12$1         U12$2         U13$1
              ________      ________      ________      ________      ________
 1             15.000        16.000        15.000        16.000        15.000


           TAU(U) FOR LATENT CLASS 3
              U13$2         U14$1         U14$2         U15$1         U15$2
              ________      ________      ________      ________      ________
 1             16.000        15.000        16.000        15.000        16.000


           TAU(U) FOR LATENT CLASS 3
              U16$1         U16$2         U17$1         U17$2         U18$1
              ________      ________      ________      ________      ________
 1             15.000        16.000        15.000        16.000        15.000


           TAU(U) FOR LATENT CLASS 3
              U18$2         U19$1         U19$2         U20$1         U20$2
              ________      ________      ________      ________      ________
 1             16.000        15.000        16.000        15.000        16.000


           TAU(U) FOR LATENT CLASS 3
              U21$1         U21$2
              ________      ________
 1             15.000        16.000


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2           C#3
              ________      ________      ________
 1              0.000         0.000         0.000


           GAMMA(C)
              I             S             Q
              ________      ________      ________
 C#1            0.000         0.000         0.000
 C#2            0.000         0.000         0.000
 C#3            0.000         0.000         0.000


TECHNICAL 7 OUTPUT


     UNIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 1

     Variable
     U11
       Category 1        0.999
       Category 2        0.001
       Category 3        0.000
     U12
       Category 1        0.910
       Category 2        0.090
       Category 3        0.000
     U13
       Category 1        0.720
       Category 2        0.136
       Category 3        0.144
     U14
       Category 1        0.451
       Category 2        0.548
       Category 3        0.000
     U15
       Category 1        0.713
       Category 2        0.194
       Category 3        0.094
     U16
       Category 1        0.840
       Category 2        0.085
       Category 3        0.075
     U17
       Category 1        0.996
       Category 2        0.003
       Category 3        0.001
     U18
       Category 1        1.000
       Category 2        0.000
       Category 3        0.000
     U19
       Category 1        1.000
       Category 2        0.000
       Category 3        0.000
     U20
       Category 1        1.000
       Category 2        0.000
       Category 3        0.000
     U21
       Category 1        1.000
       Category 2        0.000
       Category 3        0.000


     BIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 1

     Variable       Variable
     U11            U12
       Category 1     Category 1        0.909
       Category 1     Category 2        0.090
       Category 1     Category 3        0.000
       Category 2     Category 1        0.001
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U13
       Category 1     Category 1        0.719
       Category 1     Category 2        0.136
       Category 1     Category 3        0.144
       Category 2     Category 1        0.001
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U14
       Category 1     Category 1        0.451
       Category 1     Category 2        0.548
       Category 1     Category 3        0.000
       Category 2     Category 1        0.001
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U15
       Category 1     Category 1        0.712
       Category 1     Category 2        0.194
       Category 1     Category 3        0.094
       Category 2     Category 1        0.001
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U16
       Category 1     Category 1        0.840
       Category 1     Category 2        0.085
       Category 1     Category 3        0.075
       Category 2     Category 1        0.001
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U17
       Category 1     Category 1        0.995
       Category 1     Category 2        0.003
       Category 1     Category 3        0.001
       Category 2     Category 1        0.001
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U18
       Category 1     Category 1        0.999
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.001
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U19
       Category 1     Category 1        0.999
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.001
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U20
       Category 1     Category 1        0.999
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.001
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U21
       Category 1     Category 1        0.999
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.001
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U13
       Category 1     Category 1        0.698
       Category 1     Category 2        0.136
       Category 1     Category 3        0.075
       Category 2     Category 1        0.021
       Category 2     Category 2        0.000
       Category 2     Category 3        0.069
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U14
       Category 1     Category 1        0.430
       Category 1     Category 2        0.479
       Category 1     Category 3        0.000
       Category 2     Category 1        0.021
       Category 2     Category 2        0.069
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U15
       Category 1     Category 1        0.625
       Category 1     Category 2        0.194
       Category 1     Category 3        0.091
       Category 2     Category 1        0.088
       Category 2     Category 2        0.000
       Category 2     Category 3        0.003
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U16
       Category 1     Category 1        0.755
       Category 1     Category 2        0.080
       Category 1     Category 3        0.075
       Category 2     Category 1        0.086
       Category 2     Category 2        0.005
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U17
       Category 1     Category 1        0.908
       Category 1     Category 2        0.001
       Category 1     Category 3        0.001
       Category 2     Category 1        0.088
       Category 2     Category 2        0.003
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U18
       Category 1     Category 1        0.909
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.090
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U19
       Category 1     Category 1        0.910
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.090
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U20
       Category 1     Category 1        0.910
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.090
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U21
       Category 1     Category 1        0.910
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.090
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U13            U14
       Category 1     Category 1        0.432
       Category 1     Category 2        0.288
       Category 1     Category 3        0.000
       Category 2     Category 1        0.020
       Category 2     Category 2        0.116
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.144
       Category 3     Category 3        0.000
     U13            U15
       Category 1     Category 1        0.577
       Category 1     Category 2        0.125
       Category 1     Category 3        0.019
       Category 2     Category 1        0.067
       Category 2     Category 2        0.069
       Category 2     Category 3        0.000
       Category 3     Category 1        0.069
       Category 3     Category 2        0.000
       Category 3     Category 3        0.075
     U13            U16
       Category 1     Category 1        0.683
       Category 1     Category 2        0.037
       Category 1     Category 3        0.000
       Category 2     Category 1        0.089
       Category 2     Category 2        0.047
       Category 2     Category 3        0.000
       Category 3     Category 1        0.069
       Category 3     Category 2        0.000
       Category 3     Category 3        0.075
     U13            U17
       Category 1     Category 1        0.715
       Category 1     Category 2        0.003
       Category 1     Category 3        0.001
       Category 2     Category 1        0.136
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.144
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U13            U18
       Category 1     Category 1        0.720
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.136
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.144
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U13            U19
       Category 1     Category 1        0.720
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.136
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.144
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U13            U20
       Category 1     Category 1        0.720
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.136
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.144
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U13            U21
       Category 1     Category 1        0.720
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.136
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.144
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U14            U15
       Category 1     Category 1        0.399
       Category 1     Category 2        0.034
       Category 1     Category 3        0.019
       Category 2     Category 1        0.314
       Category 2     Category 2        0.159
       Category 2     Category 3        0.075
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U14            U16
       Category 1     Category 1        0.430
       Category 1     Category 2        0.021
       Category 1     Category 3        0.000
       Category 2     Category 1        0.410
       Category 2     Category 2        0.063
       Category 2     Category 3        0.075
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U14            U17
       Category 1     Category 1        0.448
       Category 1     Category 2        0.003
       Category 1     Category 3        0.000
       Category 2     Category 1        0.547
       Category 2     Category 2        0.000
       Category 2     Category 3        0.001
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U14            U18
       Category 1     Category 1        0.451
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.548
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U14            U19
       Category 1     Category 1        0.451
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.548
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U14            U20
       Category 1     Category 1        0.451
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.548
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U14            U21
       Category 1     Category 1        0.451
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.548
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U15            U16
       Category 1     Category 1        0.637
       Category 1     Category 2        0.076
       Category 1     Category 3        0.000
       Category 2     Category 1        0.185
       Category 2     Category 2        0.009
       Category 2     Category 3        0.000
       Category 3     Category 1        0.019
       Category 3     Category 2        0.000
       Category 3     Category 3        0.075
     U15            U17
       Category 1     Category 1        0.711
       Category 1     Category 2        0.001
       Category 1     Category 3        0.001
       Category 2     Category 1        0.194
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.091
       Category 3     Category 2        0.003
       Category 3     Category 3        0.000
     U15            U18
       Category 1     Category 1        0.712
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.194
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.094
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U15            U19
       Category 1     Category 1        0.713
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.194
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.094
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U15            U20
       Category 1     Category 1        0.713
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.194
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.094
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U15            U21
       Category 1     Category 1        0.713
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.194
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.094
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U16            U17
       Category 1     Category 1        0.836
       Category 1     Category 2        0.003
       Category 1     Category 3        0.001
       Category 2     Category 1        0.085
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.075
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U16            U18
       Category 1     Category 1        0.840
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.085
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.075
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U16            U19
       Category 1     Category 1        0.840
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.085
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.075
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U16            U20
       Category 1     Category 1        0.840
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.085
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.075
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U16            U21
       Category 1     Category 1        0.840
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.085
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.075
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U17            U18
       Category 1     Category 1        0.995
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.003
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.001
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U17            U19
       Category 1     Category 1        0.996
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.003
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.001
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U17            U20
       Category 1     Category 1        0.996
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.003
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.001
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U17            U21
       Category 1     Category 1        0.996
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.003
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.001
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U18            U19
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U18            U20
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U18            U21
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U19            U20
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U19            U21
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U20            U21
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000


     UNIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 2

     Variable
     U11
       Category 1        0.966
       Category 2        0.025
       Category 3        0.010
     U12
       Category 1        0.947
       Category 2        0.044
       Category 3        0.010
     U13
       Category 1        0.914
       Category 2        0.080
       Category 3        0.006
     U14
       Category 1        0.882
       Category 2        0.088
       Category 3        0.030
     U15
       Category 1        0.865
       Category 2        0.096
       Category 3        0.038
     U16
       Category 1        0.867
       Category 2        0.083
       Category 3        0.049
     U17
       Category 1        0.793
       Category 2        0.138
       Category 3        0.069
     U18
       Category 1        0.783
       Category 2        0.168
       Category 3        0.049
     U19
       Category 1        0.813
       Category 2        0.143
       Category 3        0.044
     U20
       Category 1        0.842
       Category 2        0.113
       Category 3        0.044
     U21
       Category 1        0.896
       Category 2        0.084
       Category 3        0.020


     BIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 2

     Variable       Variable
     U11            U12
       Category 1     Category 1        0.927
       Category 1     Category 2        0.029
       Category 1     Category 3        0.010
       Category 2     Category 1        0.015
       Category 2     Category 2        0.010
       Category 2     Category 3        0.000
       Category 3     Category 1        0.005
       Category 3     Category 2        0.005
       Category 3     Category 3        0.000
     U11            U13
       Category 1     Category 1        0.895
       Category 1     Category 2        0.070
       Category 1     Category 3        0.001
       Category 2     Category 1        0.010
       Category 2     Category 2        0.010
       Category 2     Category 3        0.005
       Category 3     Category 1        0.010
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U14
       Category 1     Category 1        0.867
       Category 1     Category 2        0.078
       Category 1     Category 3        0.020
       Category 2     Category 1        0.010
       Category 2     Category 2        0.010
       Category 2     Category 3        0.005
       Category 3     Category 1        0.005
       Category 3     Category 2        0.000
       Category 3     Category 3        0.005
     U11            U15
       Category 1     Category 1        0.841
       Category 1     Category 2        0.091
       Category 1     Category 3        0.033
       Category 2     Category 1        0.020
       Category 2     Category 2        0.000
       Category 2     Category 3        0.005
       Category 3     Category 1        0.005
       Category 3     Category 2        0.005
       Category 3     Category 3        0.000
     U11            U16
       Category 1     Category 1        0.857
       Category 1     Category 2        0.083
       Category 1     Category 3        0.025
       Category 2     Category 1        0.005
       Category 2     Category 2        0.000
       Category 2     Category 3        0.020
       Category 3     Category 1        0.005
       Category 3     Category 2        0.000
       Category 3     Category 3        0.005
     U11            U17
       Category 1     Category 1        0.783
       Category 1     Category 2        0.123
       Category 1     Category 3        0.059
       Category 2     Category 1        0.005
       Category 2     Category 2        0.010
       Category 2     Category 3        0.010
       Category 3     Category 1        0.005
       Category 3     Category 2        0.005
       Category 3     Category 3        0.000
     U11            U18
       Category 1     Category 1        0.768
       Category 1     Category 2        0.153
       Category 1     Category 3        0.044
       Category 2     Category 1        0.005
       Category 2     Category 2        0.015
       Category 2     Category 3        0.005
       Category 3     Category 1        0.010
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U19
       Category 1     Category 1        0.803
       Category 1     Category 2        0.133
       Category 1     Category 3        0.030
       Category 2     Category 1        0.005
       Category 2     Category 2        0.005
       Category 2     Category 3        0.015
       Category 3     Category 1        0.005
       Category 3     Category 2        0.005
       Category 3     Category 3        0.000
     U11            U20
       Category 1     Category 1        0.827
       Category 1     Category 2        0.104
       Category 1     Category 3        0.035
       Category 2     Category 1        0.015
       Category 2     Category 2        0.005
       Category 2     Category 3        0.005
       Category 3     Category 1        0.000
       Category 3     Category 2        0.005
       Category 3     Category 3        0.005
     U11            U21
       Category 1     Category 1        0.872
       Category 1     Category 2        0.079
       Category 1     Category 3        0.015
       Category 2     Category 1        0.015
       Category 2     Category 2        0.005
       Category 2     Category 3        0.005
       Category 3     Category 1        0.010
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U13
       Category 1     Category 1        0.876
       Category 1     Category 2        0.065
       Category 1     Category 3        0.005
       Category 2     Category 1        0.033
       Category 2     Category 2        0.010
       Category 2     Category 3        0.001
       Category 3     Category 1        0.005
       Category 3     Category 2        0.005
       Category 3     Category 3        0.000
     U12            U14
       Category 1     Category 1        0.849
       Category 1     Category 2        0.078
       Category 1     Category 3        0.020
       Category 2     Category 1        0.028
       Category 2     Category 2        0.010
       Category 2     Category 3        0.005
       Category 3     Category 1        0.005
       Category 3     Category 2        0.000
       Category 3     Category 3        0.005
     U12            U15
       Category 1     Category 1        0.837
       Category 1     Category 2        0.081
       Category 1     Category 3        0.029
       Category 2     Category 1        0.024
       Category 2     Category 2        0.010
       Category 2     Category 3        0.010
       Category 3     Category 1        0.005
       Category 3     Category 2        0.005
       Category 3     Category 3        0.000
     U12            U16
       Category 1     Category 1        0.833
       Category 1     Category 2        0.074
       Category 1     Category 3        0.040
       Category 2     Category 1        0.029
       Category 2     Category 2        0.005
       Category 2     Category 3        0.010
       Category 3     Category 1        0.005
       Category 3     Category 2        0.005
       Category 3     Category 3        0.000
     U12            U17
       Category 1     Category 1        0.769
       Category 1     Category 2        0.118
       Category 1     Category 3        0.059
       Category 2     Category 1        0.019
       Category 2     Category 2        0.020
       Category 2     Category 3        0.005
       Category 3     Category 1        0.005
       Category 3     Category 2        0.000
       Category 3     Category 3        0.005
     U12            U18
       Category 1     Category 1        0.754
       Category 1     Category 2        0.153
       Category 1     Category 3        0.039
       Category 2     Category 1        0.029
       Category 2     Category 2        0.010
       Category 2     Category 3        0.005
       Category 3     Category 1        0.000
       Category 3     Category 2        0.005
       Category 3     Category 3        0.005
     U12            U19
       Category 1     Category 1        0.784
       Category 1     Category 2        0.128
       Category 1     Category 3        0.035
       Category 2     Category 1        0.029
       Category 2     Category 2        0.005
       Category 2     Category 3        0.010
       Category 3     Category 1        0.000
       Category 3     Category 2        0.010
       Category 3     Category 3        0.000
     U12            U20
       Category 1     Category 1        0.809
       Category 1     Category 2        0.099
       Category 1     Category 3        0.039
       Category 2     Category 1        0.029
       Category 2     Category 2        0.015
       Category 2     Category 3        0.000
       Category 3     Category 1        0.005
       Category 3     Category 2        0.000
       Category 3     Category 3        0.005
     U12            U21
       Category 1     Category 1        0.858
       Category 1     Category 2        0.069
       Category 1     Category 3        0.020
       Category 2     Category 1        0.034
       Category 2     Category 2        0.010
       Category 2     Category 3        0.000
       Category 3     Category 1        0.005
       Category 3     Category 2        0.005
       Category 3     Category 3        0.000
     U13            U14
       Category 1     Category 1        0.839
       Category 1     Category 2        0.070
       Category 1     Category 3        0.005
       Category 2     Category 1        0.043
       Category 2     Category 2        0.017
       Category 2     Category 3        0.020
       Category 3     Category 1        0.000
       Category 3     Category 2        0.001
       Category 3     Category 3        0.005
     U13            U15
       Category 1     Category 1        0.800
       Category 1     Category 2        0.076
       Category 1     Category 3        0.038
       Category 2     Category 1        0.060
       Category 2     Category 2        0.020
       Category 2     Category 3        0.000
       Category 3     Category 1        0.005
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U13            U16
       Category 1     Category 1        0.798
       Category 1     Category 2        0.081
       Category 1     Category 3        0.035
       Category 2     Category 1        0.068
       Category 2     Category 2        0.002
       Category 2     Category 3        0.010
       Category 3     Category 1        0.001
       Category 3     Category 2        0.000
       Category 3     Category 3        0.005
     U13            U17
       Category 1     Category 1        0.747
       Category 1     Category 2        0.108
       Category 1     Category 3        0.059
       Category 2     Category 1        0.046
       Category 2     Category 2        0.025
       Category 2     Category 3        0.010
       Category 3     Category 1        0.001
       Category 3     Category 2        0.005
       Category 3     Category 3        0.000
     U13            U18
       Category 1     Category 1        0.747
       Category 1     Category 2        0.138
       Category 1     Category 3        0.030
       Category 2     Category 1        0.036
       Category 2     Category 2        0.025
       Category 2     Category 3        0.020
       Category 3     Category 1        0.001
       Category 3     Category 2        0.005
       Category 3     Category 3        0.000
     U13            U19
       Category 1     Category 1        0.766
       Category 1     Category 2        0.118
       Category 1     Category 3        0.030
       Category 2     Category 1        0.046
       Category 2     Category 2        0.025
       Category 2     Category 3        0.010
       Category 3     Category 1        0.001
       Category 3     Category 2        0.000
       Category 3     Category 3        0.005
     U13            U20
       Category 1     Category 1        0.796
       Category 1     Category 2        0.094
       Category 1     Category 3        0.025
       Category 2     Category 1        0.041
       Category 2     Category 2        0.020
       Category 2     Category 3        0.020
       Category 3     Category 1        0.006
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U13            U21
       Category 1     Category 1        0.830
       Category 1     Category 2        0.074
       Category 1     Category 3        0.010
       Category 2     Category 1        0.060
       Category 2     Category 2        0.010
       Category 2     Category 3        0.010
       Category 3     Category 1        0.006
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U14            U15
       Category 1     Category 1        0.767
       Category 1     Category 2        0.082
       Category 1     Category 3        0.033
       Category 2     Category 1        0.074
       Category 2     Category 2        0.010
       Category 2     Category 3        0.005
       Category 3     Category 1        0.025
       Category 3     Category 2        0.005
       Category 3     Category 3        0.000
     U14            U16
       Category 1     Category 1        0.770
       Category 1     Category 2        0.078
       Category 1     Category 3        0.035
       Category 2     Category 1        0.072
       Category 2     Category 2        0.006
       Category 2     Category 3        0.010
       Category 3     Category 1        0.025
       Category 3     Category 2        0.000
       Category 3     Category 3        0.005
     U14            U17
       Category 1     Category 1        0.720
       Category 1     Category 2        0.113
       Category 1     Category 3        0.049
       Category 2     Category 1        0.059
       Category 2     Category 2        0.015
       Category 2     Category 3        0.015
       Category 3     Category 1        0.015
       Category 3     Category 2        0.010
       Category 3     Category 3        0.005
     U14            U18
       Category 1     Category 1        0.714
       Category 1     Category 2        0.138
       Category 1     Category 3        0.030
       Category 2     Category 1        0.059
       Category 2     Category 2        0.025
       Category 2     Category 3        0.005
       Category 3     Category 1        0.010
       Category 3     Category 2        0.005
       Category 3     Category 3        0.015
     U14            U19
       Category 1     Category 1        0.729
       Category 1     Category 2        0.123
       Category 1     Category 3        0.030
       Category 2     Category 1        0.064
       Category 2     Category 2        0.015
       Category 2     Category 3        0.010
       Category 3     Category 1        0.020
       Category 3     Category 2        0.005
       Category 3     Category 3        0.005
     U14            U20
       Category 1     Category 1        0.759
       Category 1     Category 2        0.099
       Category 1     Category 3        0.025
       Category 2     Category 1        0.074
       Category 2     Category 2        0.010
       Category 2     Category 3        0.005
       Category 3     Category 1        0.010
       Category 3     Category 2        0.005
       Category 3     Category 3        0.015
     U14            U21
       Category 1     Category 1        0.808
       Category 1     Category 2        0.064
       Category 1     Category 3        0.010
       Category 2     Category 1        0.064
       Category 2     Category 2        0.015
       Category 2     Category 3        0.010
       Category 3     Category 1        0.025
       Category 3     Category 2        0.005
       Category 3     Category 3        0.000
     U15            U16
       Category 1     Category 1        0.772
       Category 1     Category 2        0.064
       Category 1     Category 3        0.030
       Category 2     Category 1        0.072
       Category 2     Category 2        0.019
       Category 2     Category 3        0.005
       Category 3     Category 1        0.023
       Category 3     Category 2        0.000
       Category 3     Category 3        0.015
     U15            U17
       Category 1     Category 1        0.723
       Category 1     Category 2        0.089
       Category 1     Category 3        0.054
       Category 2     Category 1        0.062
       Category 2     Category 2        0.025
       Category 2     Category 3        0.010
       Category 3     Category 1        0.009
       Category 3     Category 2        0.024
       Category 3     Category 3        0.005
     U15            U18
       Category 1     Category 1        0.722
       Category 1     Category 2        0.113
       Category 1     Category 3        0.030
       Category 2     Category 1        0.037
       Category 2     Category 2        0.054
       Category 2     Category 3        0.005
       Category 3     Category 1        0.024
       Category 3     Category 2        0.000
       Category 3     Category 3        0.015
     U15            U19
       Category 1     Category 1        0.722
       Category 1     Category 2        0.123
       Category 1     Category 3        0.020
       Category 2     Category 1        0.081
       Category 2     Category 2        0.010
       Category 2     Category 3        0.005
       Category 3     Category 1        0.009
       Category 3     Category 2        0.010
       Category 3     Category 3        0.020
     U15            U20
       Category 1     Category 1        0.747
       Category 1     Category 2        0.089
       Category 1     Category 3        0.030
       Category 2     Category 1        0.067
       Category 2     Category 2        0.025
       Category 2     Category 3        0.005
       Category 3     Category 1        0.029
       Category 3     Category 2        0.000
       Category 3     Category 3        0.010
     U15            U21
       Category 1     Category 1        0.801
       Category 1     Category 2        0.054
       Category 1     Category 3        0.010
       Category 2     Category 1        0.081
       Category 2     Category 2        0.010
       Category 2     Category 3        0.005
       Category 3     Category 1        0.014
       Category 3     Category 2        0.020
       Category 3     Category 3        0.005
     U16            U17
       Category 1     Category 1        0.715
       Category 1     Category 2        0.108
       Category 1     Category 3        0.044
       Category 2     Category 1        0.064
       Category 2     Category 2        0.005
       Category 2     Category 3        0.015
       Category 3     Category 1        0.015
       Category 3     Category 2        0.025
       Category 3     Category 3        0.010
     U16            U18
       Category 1     Category 1        0.700
       Category 1     Category 2        0.133
       Category 1     Category 3        0.034
       Category 2     Category 1        0.064
       Category 2     Category 2        0.015
       Category 2     Category 3        0.005
       Category 3     Category 1        0.020
       Category 3     Category 2        0.020
       Category 3     Category 3        0.010
     U16            U19
       Category 1     Category 1        0.749
       Category 1     Category 2        0.094
       Category 1     Category 3        0.025
       Category 2     Category 1        0.054
       Category 2     Category 2        0.025
       Category 2     Category 3        0.005
       Category 3     Category 1        0.010
       Category 3     Category 2        0.025
       Category 3     Category 3        0.015
     U16            U20
       Category 1     Category 1        0.754
       Category 1     Category 2        0.094
       Category 1     Category 3        0.020
       Category 2     Category 1        0.064
       Category 2     Category 2        0.015
       Category 2     Category 3        0.005
       Category 3     Category 1        0.025
       Category 3     Category 2        0.005
       Category 3     Category 3        0.020
     U16            U21
       Category 1     Category 1        0.793
       Category 1     Category 2        0.059
       Category 1     Category 3        0.015
       Category 2     Category 1        0.078
       Category 2     Category 2        0.005
       Category 2     Category 3        0.000
       Category 3     Category 1        0.025
       Category 3     Category 2        0.020
       Category 3     Category 3        0.005
     U17            U18
       Category 1     Category 1        0.685
       Category 1     Category 2        0.079
       Category 1     Category 3        0.030
       Category 2     Category 1        0.064
       Category 2     Category 2        0.064
       Category 2     Category 3        0.010
       Category 3     Category 1        0.034
       Category 3     Category 2        0.025
       Category 3     Category 3        0.010
     U17            U19
       Category 1     Category 1        0.699
       Category 1     Category 2        0.089
       Category 1     Category 3        0.005
       Category 2     Category 1        0.069
       Category 2     Category 2        0.044
       Category 2     Category 3        0.025
       Category 3     Category 1        0.044
       Category 3     Category 2        0.010
       Category 3     Category 3        0.015
     U17            U20
       Category 1     Category 1        0.690
       Category 1     Category 2        0.084
       Category 1     Category 3        0.020
       Category 2     Category 1        0.098
       Category 2     Category 2        0.025
       Category 2     Category 3        0.015
       Category 3     Category 1        0.054
       Category 3     Category 2        0.005
       Category 3     Category 3        0.010
     U17            U21
       Category 1     Category 1        0.739
       Category 1     Category 2        0.049
       Category 1     Category 3        0.005
       Category 2     Category 1        0.108
       Category 2     Category 2        0.020
       Category 2     Category 3        0.010
       Category 3     Category 1        0.049
       Category 3     Category 2        0.015
       Category 3     Category 3        0.005
     U18            U19
       Category 1     Category 1        0.670
       Category 1     Category 2        0.104
       Category 1     Category 3        0.010
       Category 2     Category 1        0.123
       Category 2     Category 2        0.030
       Category 2     Category 3        0.015
       Category 3     Category 1        0.020
       Category 3     Category 2        0.010
       Category 3     Category 3        0.020
     U18            U20
       Category 1     Category 1        0.684
       Category 1     Category 2        0.074
       Category 1     Category 3        0.025
       Category 2     Category 1        0.123
       Category 2     Category 2        0.035
       Category 2     Category 3        0.010
       Category 3     Category 1        0.034
       Category 3     Category 2        0.005
       Category 3     Category 3        0.010
     U18            U21
       Category 1     Category 1        0.714
       Category 1     Category 2        0.059
       Category 1     Category 3        0.010
       Category 2     Category 1        0.148
       Category 2     Category 2        0.010
       Category 2     Category 3        0.010
       Category 3     Category 1        0.034
       Category 3     Category 2        0.015
       Category 3     Category 3        0.000
     U19            U20
       Category 1     Category 1        0.709
       Category 1     Category 2        0.084
       Category 1     Category 3        0.020
       Category 2     Category 1        0.104
       Category 2     Category 2        0.025
       Category 2     Category 3        0.015
       Category 3     Category 1        0.030
       Category 3     Category 2        0.005
       Category 3     Category 3        0.010
     U19            U21
       Category 1     Category 1        0.763
       Category 1     Category 2        0.044
       Category 1     Category 3        0.005
       Category 2     Category 1        0.108
       Category 2     Category 2        0.030
       Category 2     Category 3        0.005
       Category 3     Category 1        0.025
       Category 3     Category 2        0.010
       Category 3     Category 3        0.010
     U20            U21
       Category 1     Category 1        0.773
       Category 1     Category 2        0.059
       Category 1     Category 3        0.010
       Category 2     Category 1        0.099
       Category 2     Category 2        0.015
       Category 2     Category 3        0.000
       Category 3     Category 1        0.025
       Category 3     Category 2        0.010
       Category 3     Category 3        0.010


     UNIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 3

     Variable
     U11
       Category 1        1.000
       Category 2        0.000
       Category 3        0.000
     U12
       Category 1        1.000
       Category 2        0.000
       Category 3        0.000
     U13
       Category 1        1.000
       Category 2        0.000
       Category 3        0.000
     U14
       Category 1        1.000
       Category 2        0.000
       Category 3        0.000
     U15
       Category 1        1.000
       Category 2        0.000
       Category 3        0.000
     U16
       Category 1        1.000
       Category 2        0.000
       Category 3        0.000
     U17
       Category 1        1.000
       Category 2        0.000
       Category 3        0.000
     U18
       Category 1        1.000
       Category 2        0.000
       Category 3        0.000
     U19
       Category 1        1.000
       Category 2        0.000
       Category 3        0.000
     U20
       Category 1        1.000
       Category 2        0.000
       Category 3        0.000
     U21
       Category 1        1.000
       Category 2        0.000
       Category 3        0.000


     BIVARIATE SAMPLE DISTRIBUTIONS FOR CLASS 3

     Variable       Variable
     U11            U12
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U13
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U14
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U15
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U16
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U17
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U18
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U19
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U20
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U11            U21
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U13
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U14
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U15
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U16
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U17
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U18
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U19
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U20
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U12            U21
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U13            U14
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U13            U15
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U13            U16
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U13            U17
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U13            U18
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U13            U19
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U13            U20
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U13            U21
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U14            U15
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U14            U16
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U14            U17
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U14            U18
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U14            U19
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U14            U20
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U14            U21
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U15            U16
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U15            U17
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U15            U18
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U15            U19
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U15            U20
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U15            U21
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U16            U17
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U16            U18
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U16            U19
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U16            U20
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U16            U21
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U17            U18
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U17            U19
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U17            U20
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U17            U21
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U18            U19
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U18            U20
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U18            U21
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U19            U20
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U19            U21
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000
     U20            U21
       Category 1     Category 1        1.000
       Category 1     Category 2        0.000
       Category 1     Category 3        0.000
       Category 2     Category 1        0.000
       Category 2     Category 2        0.000
       Category 2     Category 3        0.000
       Category 3     Category 1        0.000
       Category 3     Category 2        0.000
       Category 3     Category 3        0.000


TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11859863D+04    0.0000000    0.0000000     45.791   146.202    EM
                                                    211.007
     2 -0.10807722D+04  105.2140988    0.0887144     41.364   143.028    EM
                                                    218.608
     3 -0.10742292D+04    6.5430615    0.0060541     34.620   169.096    FS
                                                    199.284
     4 -0.10722829D+04    1.9462379    0.0018118     21.162   173.946    FS
                                                    207.892
     5 -0.10719145D+04    0.3684515    0.0003436     20.842   174.841    EM
                                                    207.317


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.28581488D+04    0.0000000    0.0000000      0.895    74.989    EM
                                                    327.117
     2 -0.24043152D+04  453.8336123    0.1587859     78.729     8.276    FS
                                                    315.995
     3 -0.21259882D+04  278.3270104    0.1157614     77.675     9.733    FS
                                                    315.591
     4 -0.18849366D+04  241.0516701    0.1133834     56.329    61.420    FS
                                                    285.251
     5 -0.17616756D+04  123.2609994    0.0653927     42.549    79.210    FS
                                                    281.241
     6 -0.16428299D+04  118.8456978    0.0674617     47.733    75.456    FS
                                                    279.811
     7 -0.15222724D+04  120.5574072    0.0733840     61.271    62.516    FS
                                                    279.213
     8 -0.14330825D+04   89.1899479    0.0585900     58.942    65.856    FS
                                                    278.202
     9 -0.13374156D+04   95.6669135    0.0667560     44.840    79.925    FS
                                                    278.235
    10 -0.12388465D+04   98.5690995    0.0737012     50.917    75.261    FS
                                                    276.823
    11 -0.11638445D+04   75.0019433    0.0605418     33.857    96.989    FS
                                                    272.154
    12 -0.11093003D+04   54.5442320    0.0468656     10.155   141.662    FS
                                                    251.183
    13 -0.10843402D+04   24.9601568    0.0225008      0.004   208.986    FS
                                                    194.009
    14 -0.10725610D+04   11.7791812    0.0108630      0.028   209.640    EM
                                                    193.332
    15 -0.10718038D+04    0.7571296    0.0007059      0.424   209.649    EM
                                                    192.928


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19872519D+04    0.0000000    0.0000000     19.909    96.131    EM
                                                    286.960
     2 -0.13002891D+04  686.9627727    0.3456848     51.254    73.211    EM
                                                    278.536
     3 -0.12594003D+04   40.8888297    0.0314460     34.984    91.668    FS
                                                    276.349
     4 -0.11653922D+04   94.0080649    0.0746451     30.870   100.432    FS
                                                    271.698
     5 -0.11006083D+04   64.7838736    0.0555898     17.558   126.931    FS
                                                    258.511
     6 -0.10768850D+04   23.7233447    0.0215548      1.656   180.433    FS
                                                    220.910
     7 -0.10709272D+04    5.9577712    0.0055324      2.951   180.506    EM
                                                    219.543
     8 -0.10692196D+04    1.7076263    0.0015945      4.584   179.891    EM
                                                    218.525
     9 -0.10680349D+04    1.1846673    0.0011080      5.931   179.448    EM
                                                    217.620
    10 -0.10675598D+04    0.4751141    0.0004448      6.808   179.466    EM
                                                    216.726


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14425915D+04    0.0000000    0.0000000    102.298    26.500    EM
                                                    274.203
     2 -0.12831706D+04  159.4209057    0.1105101     75.188    51.241    EM
                                                    276.570
     3 -0.12033472D+04   79.8233086    0.0622079     48.410    79.198    EM
                                                    275.392
     4 -0.11415560D+04   61.7912722    0.0513495     29.158   101.065    EM
                                                    272.777
     5 -0.11050272D+04   36.5288187    0.0319991     18.620   115.465    EM
                                                    268.915
     6 -0.10878572D+04   17.1699569    0.0155380     13.563   124.960    EM
                                                    264.477
     7 -0.10805961D+04    7.2610775    0.0066747     11.241   131.649    EM
                                                    260.110
     8 -0.10774368D+04    3.1592870    0.0029237     10.201   136.664    EM
                                                    256.135
     9 -0.10758688D+04    1.5680578    0.0014554      9.763   140.616    EM
                                                    252.621
    10 -0.10749536D+04    0.9151736    0.0008506      9.609   143.861    EM
                                                    249.530


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15737446D+04    0.0000000    0.0000000     17.145   110.576    EM
                                                    275.279
     2 -0.12488555D+04  324.8891448    0.2064434      6.356   118.806    EM
                                                    277.837
     3 -0.11620907D+04   86.7647474    0.0694754      2.508   124.605    EM
                                                    275.888
     4 -0.11179604D+04   44.1303600    0.0379750      1.240   129.252    EM
                                                    272.508
     5 -0.10970426D+04   20.9177700    0.0187107      0.849   133.876    EM
                                                    268.274
     6 -0.10869492D+04   10.0933815    0.0092005      0.817   138.383    EM
                                                    263.801
     7 -0.10814804D+04    5.4688065    0.0050313      1.049   142.465    EM
                                                    259.486
     8 -0.10780611D+04    3.4193357    0.0031617      1.452   146.010    EM
                                                    255.538
     9 -0.10760187D+04    2.0423538    0.0018945      1.734   149.271    EM
                                                    251.996
    10 -0.10747231D+04    1.2956371    0.0012041      1.859   152.359    EM
                                                    248.782
    11 -0.10737361D+04    0.9869925    0.0009184      1.890   155.277    EM
                                                    245.833


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14487344D+04    0.0000000    0.0000000      0.006   149.843    EM
                                                    253.151
     2 -0.12851545D+04  163.5798847    0.1129123      0.461   148.250    FS
                                                    254.289
     3 -0.12802197D+04    4.9348086    0.0038399      0.000   150.720    FS
                                                    252.280
     4 -0.11700619D+04  110.1578043    0.0860460      0.000   156.237    EM
                                                    246.763
     5 -0.11429015D+04   27.1603285    0.0232127      0.000   153.599    EM
                                                    249.401
     6 -0.11240005D+04   18.9010290    0.0165378      0.000   150.549    EM
                                                    252.451
     7 -0.11086911D+04   15.3094311    0.0136205      0.000   148.814    EM
                                                    254.186
     8 -0.10969926D+04   11.6984890    0.0105516      0.000   148.524    EM
                                                    254.476
     9 -0.10886906D+04    8.3019704    0.0075679      0.000   149.391    EM
                                                    253.609
    10 -0.10831965D+04    5.4940878    0.0050465      0.000   151.067    EM
                                                    251.933
    11 -0.10797368D+04    3.4597270    0.0031940      0.000   153.237    EM
                                                    249.763
    12 -0.10775976D+04    2.1392526    0.0019813      0.000   155.657    EM
                                                    247.343
    13 -0.10762546D+04    1.3429228    0.0012462      0.000   158.159    EM
                                                    244.841
    14 -0.10753767D+04    0.8779733    0.0008158      0.000   160.637    EM
                                                    242.363


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15922327D+04    0.0000000    0.0000000    352.945    32.666    EM
                                                     17.389
     2 -0.14144208D+04  177.8119443    0.1116746    331.400    25.001    EM
                                                     46.600
     3 -0.12006401D+04  213.7806751    0.1511436    267.839     1.988    FS
                                                    133.172
     4 -0.11894994D+04   11.1407188    0.0092790    267.934     0.000    FS
                                                    135.066
     5 -0.11645077D+04   24.9917389    0.0210103    176.448     0.000    FS
                                                    226.552
     6 -0.11150450D+04   49.4626673    0.0424752    189.458     0.000    FS
                                                    213.542
     7 -0.10877530D+04   27.2920057    0.0244761    184.612     0.000    FS
                                                    218.388
     8 -0.10760441D+04   11.7088845    0.0107643    184.486     0.000    FS
                                                    218.514
     9 -0.10729873D+04    3.0568448    0.0028408    193.853     0.000    FS
                                                    209.147
    10 -0.10723173D+04    0.6699452    0.0006244    205.696     0.000    FS
                                                    197.304


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22521510D+04    0.0000000    0.0000000     72.357    65.286    EM
                                                    265.357
     2 -0.21809159D+04   71.2350404    0.0316298    124.676     0.012    FS
                                                    278.313
     3 -0.21502038D+04   30.7121130    0.0140822    127.739     0.000    FS
                                                    275.261
     4 -0.10845503D+04 1065.6535229    0.4956058    140.501     0.000    EM
                                                    262.499
     5 -0.10759474D+04    8.6028858    0.0079322    164.804     0.000    FS
                                                    238.196
     6 -0.10726059D+04    3.3414901    0.0031056    193.909     0.000    FS
                                                    209.091
     7 -0.10722273D+04    0.3786697    0.0003530    208.008     0.000    FS
                                                    194.992


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14263390D+04    0.0000000    0.0000000     42.947   292.305    EM
                                                     67.748
     2 -0.12323806D+04  193.9584565    0.1359834     18.720   235.256    FS
                                                    149.025
     3 -0.11559009D+04   76.4796743    0.0620585     38.939   205.778    FS
                                                    158.283
     4 -0.11274150D+04   28.4859136    0.0246439     21.570   153.919    FS
                                                    227.511
     5 -0.11073727D+04   20.0422528    0.0177772     25.685   149.831    FS
                                                    227.484
     6 -0.10957856D+04   11.5871791    0.0104637     34.122   143.725    FS
                                                    225.152
     7 -0.10870439D+04    8.7416765    0.0079775     60.038   121.250    FS
                                                    221.711
     8 -0.10815745D+04    5.4693363    0.0050314     59.364   126.379    FS
                                                    217.257
     9 -0.10770710D+04    4.5035180    0.0041639     65.869   112.400    FS
                                                    224.731
    10 -0.10744059D+04    2.6651169    0.0024744     67.289   125.280    FS
                                                    210.431
    11 -0.10725954D+04    1.8105453    0.0016852     77.451   102.827    FS
                                                    222.721
    12 -0.10711310D+04    1.4643307    0.0013652     83.283   111.711    FS
                                                    208.006
    13 -0.10709024D+04    0.2286240    0.0002134     84.857   110.663    EM
                                                    207.480


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15921599D+04    0.0000000    0.0000000      1.600   264.200    EM
                                                    137.201
     2 -0.10997414D+04  492.4185720    0.3092771      1.401   282.930    EM
                                                    118.669
     3 -0.10844827D+04   15.2586741    0.0138748      1.308   291.143    EM
                                                    110.549
     4 -0.10791374D+04    5.3452971    0.0049289      1.260   295.098    EM
                                                    106.643
     5 -0.10766569D+04    2.4804584    0.0022986      1.234   297.110    EM
                                                    104.656
     6 -0.10753353D+04    1.3216186    0.0012275      1.221   298.141    EM
                                                    103.638
     7 -0.10745785D+04    0.7568677    0.0007038      1.215   298.623    EM
                                                    103.161


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15075441D+04    0.0000000    0.0000000    374.513    11.761    EM
                                                     16.726
     2 -0.11758009D+04  331.7432163    0.2200554    352.342    17.677    EM
                                                     32.980
     3 -0.11218652D+04   53.9357300    0.0458715    332.038    21.382    EM
                                                     49.580
     4 -0.10963841D+04   25.4810947    0.0227132    315.471    23.843    EM
                                                     63.686
     5 -0.10850379D+04   11.3462002    0.0103487    303.554    24.836    EM
                                                     74.610
     6 -0.10808844D+04    4.1534767    0.0038280    295.588    24.524    EM
                                                     82.888
     7 -0.10804903D+04    0.3940888    0.0003646    291.242    22.456    EM
                                                     89.302


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12545175D+04    0.0000000    0.0000000    148.949    60.021    EM
                                                    194.030
     2 -0.11308173D+04  123.7001217    0.0986037    158.855    46.450    EM
                                                    197.695
     3 -0.10990844D+04   31.7329709    0.0280620    163.765    38.249    EM
                                                    200.986
     4 -0.10871295D+04   11.9549137    0.0108772    166.524    32.594    EM
                                                    203.881
     5 -0.10802964D+04    6.8330819    0.0062854    168.149    28.717    EM
                                                    206.134
     6 -0.10760227D+04    4.2737084    0.0039561    169.219    26.091    EM
                                                    207.690
     7 -0.10734375D+04    2.5851689    0.0024025    170.060    24.319    EM
                                                    208.621
     8 -0.10719254D+04    1.5121313    0.0014087    170.826    23.123    EM
                                                    209.051
     9 -0.10710627D+04    0.8626297    0.0008047    171.577    22.314    EM
                                                    209.109


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13727844D+04    0.0000000    0.0000000     99.869    52.471    EM
                                                    250.660
     2 -0.12207447D+04  152.0396795    0.1107528     76.962    62.004    EM
                                                    264.033
     3 -0.12010868D+04   19.6579395    0.0161032      0.907   153.519    FS
                                                    248.574
     4 -0.11592865D+04   41.8002911    0.0348021      0.963   146.171    EM
                                                    255.866
     5 -0.11356304D+04   23.6560473    0.0204057      1.210   142.840    EM
                                                    258.950
     6 -0.11167447D+04   18.8857498    0.0166302      1.821   141.221    EM
                                                    259.958
     7 -0.11019526D+04   14.7921106    0.0132457      2.825   140.720    EM
                                                    259.454
     8 -0.10913234D+04   10.6291629    0.0096458      4.149   141.021    EM
                                                    257.830
     9 -0.10843196D+04    7.0038117    0.0064177      5.654   141.881    EM
                                                    255.465
    10 -0.10799799D+04    4.3397589    0.0040023      7.207   143.100    EM
                                                    252.693
    11 -0.10773531D+04    2.6267125    0.0024322      8.713   144.517    EM
                                                    249.770
    12 -0.10757412D+04    1.6119308    0.0014962     10.124   146.010    EM
                                                    246.866
    13 -0.10747118D+04    1.0294073    0.0009569     11.420   147.500    EM
                                                    244.080
    14 -0.10740203D+04    0.6915297    0.0006435     12.601   148.937    EM
                                                    241.462


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17123739D+04    0.0000000    0.0000000     55.253    68.619    EM
                                                    279.129
     2 -0.15194503D+04  192.9236171    0.1126644      0.018   124.991    FS
                                                    277.992
     3 -0.10985987D+04  420.8515494    0.2769762      0.005   140.057    EM
                                                    262.938
     4 -0.10878161D+04   10.7826264    0.0098149      0.002   144.120    EM
                                                    258.878
     5 -0.10826578D+04    5.1582913    0.0047419      0.001   147.228    EM
                                                    255.771
     6 -0.10795302D+04    3.1276067    0.0028888      0.001   150.324    EM
                                                    252.676
     7 -0.10775955D+04    1.9346729    0.0017921      0.000   153.390    EM
                                                    249.610
     8 -0.10763480D+04    1.2475401    0.0011577      0.000   156.348    EM
                                                    246.652
     9 -0.10755002D+04    0.8477896    0.0007877      0.000   159.153    EM
                                                    243.847


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15793473D+04    0.0000000    0.0000000     94.958    36.142    EM
                                                    271.901
     2 -0.10911053D+04  488.2419508    0.3091416    107.189    46.770    EM
                                                    249.041
     3 -0.10786290D+04   12.4763253    0.0114346    108.411    51.824    EM
                                                    242.765
     4 -0.10759116D+04    2.7173478    0.0025193    108.388    55.360    EM
                                                    239.252
     5 -0.10745090D+04    1.4026189    0.0013037    108.454    57.974    EM
                                                    236.572
     6 -0.10737034D+04    0.8056123    0.0007497    108.676    59.942    EM
                                                    234.382


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11848941D+04    0.0000000    0.0000000      9.020   382.372    EM
                                                     11.609
     2 -0.11229002D+04   61.9938793    0.0523202      9.970   377.058    EM
                                                     15.971
     3 -0.11030680D+04   19.8322201    0.0176616     10.907   371.750    EM
                                                     20.343
     4 -0.10945397D+04    8.5282141    0.0077314     11.818   366.704    EM
                                                     24.478
     5 -0.10891126D+04    5.4271070    0.0049583     12.667   362.067    EM
                                                     28.266
     6 -0.10852924D+04    3.8202509    0.0035077     13.429   357.899    EM
                                                     31.672
     7 -0.10824994D+04    2.7929954    0.0025735     14.094   354.203    EM
                                                     34.703
     8 -0.10804098D+04    2.0895681    0.0019303     14.661   350.952    EM
                                                     37.387
     9 -0.10788282D+04    1.5815935    0.0014639     15.138   348.101    EM
                                                     39.760
    10 -0.10776268D+04    1.2014586    0.0011137     15.534   345.604    EM
                                                     41.862
    11 -0.10767150D+04    0.9117660    0.0008461     15.861   343.411    EM
                                                     43.728


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15261793D+04    0.0000000    0.0000000     64.896    61.145    EM
                                                    276.959
     2 -0.14927701D+04   33.4091608    0.0218907     67.859    56.539    FS
                                                    278.602
     3 -0.13763870D+04  116.3831568    0.0779646     68.618    56.605    FS
                                                    277.777
     4 -0.12694178D+04  106.9692098    0.0777174     69.464    57.780    FS
                                                    275.756
     5 -0.11792777D+04   90.1400313    0.0710090     70.857    62.186    FS
                                                    269.956
     6 -0.11142759D+04   65.0018510    0.0551201     75.067    75.199    FS
                                                    252.734
     7 -0.10816755D+04   32.6003695    0.0292570     78.254   116.068    FS
                                                    208.678
     8 -0.10702977D+04   11.3778606    0.0105187     34.265   199.442    FS
                                                    169.293
     9 -0.10695412D+04    0.7564412    0.0007068     28.597   190.167    FS
                                                    184.236


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15291828D+04    0.0000000    0.0000000    102.804    21.821    EM
                                                    278.375
     2 -0.15119508D+04   17.2320065    0.0112688    124.791     0.054    FS
                                                    278.155
     3 -0.13432877D+04  168.6630426    0.1115533    125.263     0.093    EM
                                                    277.644
     4 -0.12795342D+04   63.7535354    0.0474608    125.626     0.028    EM
                                                    277.346
     5 -0.12167411D+04   62.7930727    0.0490749    126.525     0.008    EM
                                                    276.467
     6 -0.11642736D+04   52.4675239    0.0431214    128.184     0.003    EM
                                                    274.814
     7 -0.11273394D+04   36.9342393    0.0317230    130.773     0.001    EM
                                                    272.226
     8 -0.11046923D+04   22.6470966    0.0200890    134.179     0.001    EM
                                                    268.820
     9 -0.10919221D+04   12.7701908    0.0115600    138.074     0.001    EM
                                                    264.925
    10 -0.10848944D+04    7.0276367    0.0064360    142.117     0.003    EM
                                                    260.880
    11 -0.10809212D+04    3.9732210    0.0036623    146.063     0.011    EM
                                                    256.926
    12 -0.10785157D+04    2.4054985    0.0022254    149.756     0.055    EM
                                                    253.189
    13 -0.10767918D+04    1.7239562    0.0015985    152.992     0.276    EM
                                                    249.732
    14 -0.10750440D+04    1.7478059    0.0016232    155.580     0.786    EM
                                                    246.634
    15 -0.10737417D+04    1.3023072    0.0012114    157.907     1.102    EM
                                                    243.991
    16 -0.10730550D+04    0.6867046    0.0006395    160.102     1.274    EM
                                                    241.624


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14429558D+04    0.0000000    0.0000000      0.449   165.791    EM
                                                    236.761
     2 -0.14364841D+04    6.4716751    0.0044850      0.000   170.219    FS
                                                    232.781
     3 -0.11707644D+04  265.7197461    0.1849792      0.000   154.041    EM
                                                    248.959
     4 -0.11462906D+04   24.4737832    0.0209041      0.000   147.575    EM
                                                    255.425
     5 -0.11262581D+04   20.0325004    0.0174759      0.000   144.839    EM
                                                    258.161
     6 -0.11099886D+04   16.2694695    0.0144456      0.000   144.097    EM
                                                    258.903
     7 -0.10976498D+04   12.3388486    0.0111162      0.000   144.738    EM
                                                    258.262
     8 -0.10890289D+04    8.6208506    0.0078539      0.000   146.366    EM
                                                    256.634
     9 -0.10834280D+04    5.6009301    0.0051430      0.000   148.637    EM
                                                    254.363
    10 -0.10799467D+04    3.4812974    0.0032132      0.000   151.262    EM
                                                    251.738
    11 -0.10777990D+04    2.1476732    0.0019887      0.000   154.025    EM
                                                    248.975
    12 -0.10764395D+04    1.3595201    0.0012614      0.000   156.784    EM
                                                    246.216
    13 -0.10755379D+04    0.9016095    0.0008376      0.000   159.457    EM
                                                    243.543


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17076459D+04    0.0000000    0.0000000     13.718   129.185    EM
                                                    260.097
     2 -0.14893297D+04  218.3161850    0.1278463      0.012   129.590    FS
                                                    273.398
     3 -0.13512939D+04  138.0358378    0.0926832      0.000   124.750    EM
                                                    278.249
     4 -0.13386900D+04   12.6038678    0.0093273      0.000   124.782    FS
                                                    278.218
     5 -0.11785209D+04  160.1690729    0.1196461      0.000   126.251    EM
                                                    276.749
     6 -0.11260536D+04   52.4673531    0.0445197      0.000   129.352    EM
                                                    273.648
     7 -0.11013397D+04   24.7138542    0.0219473      0.000   133.475    EM
                                                    269.525
     8 -0.10894917D+04   11.8480375    0.0107578      0.000   137.970    EM
                                                    265.030
     9 -0.10834484D+04    6.0433391    0.0055469      0.000   142.408    EM
                                                    260.592
    10 -0.10800894D+04    3.3590079    0.0031003      0.000   146.585    EM
                                                    256.415
    11 -0.10780534D+04    2.0360050    0.0018850      0.000   150.434    EM
                                                    252.566
    12 -0.10767240D+04    1.3293853    0.0012331      0.000   153.951    EM
                                                    249.049
    13 -0.10758032D+04    0.9207377    0.0008551      0.000   157.160    EM
                                                    245.840


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.30443027D+04    0.0000000    0.0000000     79.799     4.436    EM
                                                    318.765
     2 -0.27247622D+04  319.5405592    0.1049635     80.146     4.931    FS
                                                    317.923
     3 -0.25416755D+04  183.0866699    0.0671936     74.006     7.031    FS
                                                    321.964
     4 -0.18888267D+04  652.8487970    0.2568576     99.775    16.624    EM
                                                    286.602
     5 -0.18813978D+04    7.4288907    0.0039331    109.798    13.657    FS
                                                    279.545
     6 -0.16185369D+04  262.8609370    0.1397158     63.697    60.355    FS
                                                    278.949
     7 -0.14315180D+04  187.0188881    0.1155481     42.139    82.538    FS
                                                    278.323
     8 -0.13021071D+04  129.4108840    0.0904012     40.890    85.598    FS
                                                    276.513
     9 -0.12255882D+04   76.5189195    0.0587655     21.710   103.912    FS
                                                    277.378
    10 -0.11015263D+04  124.0618799    0.1012264     22.150   112.630    EM
                                                    268.220
    11 -0.10900424D+04   11.4838927    0.0104254     22.144   116.988    EM
                                                    263.868
    12 -0.10836722D+04    6.3701919    0.0058440     22.382   120.763    EM
                                                    259.854
    13 -0.10799749D+04    3.6973409    0.0034119     22.815   124.198    EM
                                                    255.988
    14 -0.10776873D+04    2.2875772    0.0021182     23.381   127.283    EM
                                                    252.336
    15 -0.10761658D+04    1.5215318    0.0014118     24.042   130.021    EM
                                                    248.937
    16 -0.10750874D+04    1.0783470    0.0010020     24.770   132.434    EM
                                                    245.795
    17 -0.10742848D+04    0.8026595    0.0007466     25.546   134.557    EM
                                                    242.897


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 21


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14166301D+04    0.0000000    0.0000000    154.424     1.432    EM
                                                    247.144
     2 -0.12546798D+04  161.9502566    0.1143208    154.117     1.955    FS
                                                    246.929
     3 -0.11610085D+04   93.6712911    0.0746575    145.911     0.701    EM
                                                    256.388
     4 -0.11236918D+04   37.3167171    0.0321416    143.376     0.408    EM
                                                    259.217
     5 -0.11060631D+04   17.6287342    0.0156882    143.117     0.376    EM
                                                    259.506
     6 -0.10944564D+04   11.6066250    0.0104936    144.118     0.463    EM
                                                    258.419
     7 -0.10865719D+04    7.8845072    0.0072040    145.957     0.586    EM
                                                    256.457
     8 -0.10815359D+04    5.0360827    0.0046348    148.348     0.687    EM
                                                    253.965
     9 -0.10784217D+04    3.1141423    0.0028794    151.039     0.755    EM
                                                    251.205
    10 -0.10764894D+04    1.9322706    0.0017918    153.833     0.801    EM
                                                    248.366
    11 -0.10752503D+04    1.2391842    0.0011511    156.600     0.832    EM
                                                    245.568
    12 -0.10744153D+04    0.8349319    0.0007765    159.266     0.854    EM
                                                    242.880


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 22


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17331739D+04    0.0000000    0.0000000      0.520   123.938    EM
                                                    278.543
     2 -0.15697489D+04  163.4250840    0.0942924     12.141   116.005    FS
                                                    274.853
     3 -0.15272142D+04   42.5346538    0.0270965      0.000   124.359    FS
                                                    278.641
     4 -0.14727417D+04   54.4724857    0.0356679      0.000   126.054    FS
                                                    276.946
     5 -0.13779882D+04   94.7535573    0.0643382      0.000   129.010    FS
                                                    273.990
     6 -0.12918828D+04   86.1053794    0.0624863      0.000   136.409    FS
                                                    266.591
     7 -0.12190606D+04   72.8222058    0.0563691      0.000   152.167    FS
                                                    250.833
     8 -0.11593485D+04   59.7120815    0.0489820      0.000   177.862    FS
                                                    225.138
     9 -0.11138937D+04   45.4547703    0.0392072      0.000   201.744    FS
                                                    201.256
    10 -0.10851778D+04   28.7158872    0.0257797      0.000   206.719    FS
                                                    196.281
    11 -0.10738571D+04   11.3207011    0.0104321      0.000   202.328    FS
                                                    200.672
    12 -0.10722626D+04    1.5945819    0.0014849      0.000   205.548    FS
                                                    197.452
    13 -0.10722030D+04    0.0595754    0.0000556      0.000   210.180    FS
                                                    192.820


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 23


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14407033D+04    0.0000000    0.0000000     55.672    94.246    EM
                                                    253.082
     2 -0.13809349D+04   59.7683907    0.0414856     25.744   121.309    FS
                                                    255.947
     3 -0.13220771D+04   58.8578184    0.0426217      0.286   135.658    FS
                                                    267.056
     4 -0.12859183D+04   36.1588099    0.0273500      0.000   150.150    FS
                                                    252.850
     5 -0.12122889D+04   73.6294058    0.0572582      0.000   176.659    FS
                                                    226.341
     6 -0.11545891D+04   57.6997711    0.0475957      0.000   203.922    FS
                                                    199.078
     7 -0.11112912D+04   43.2979542    0.0375007      0.000   212.286    FS
                                                    190.714
     8 -0.10845085D+04   26.7826206    0.0241005      0.000   203.407    FS
                                                    199.593
     9 -0.10737710D+04   10.7375311    0.0099008      0.000   199.650    FS
                                                    203.350
    10 -0.10722382D+04    1.5327574    0.0014275      0.000   205.424    FS
                                                    197.576
    11 -0.10721983D+04    0.0399283    0.0000372      0.000   210.703    FS
                                                    192.297


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 24


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20810041D+04    0.0000000    0.0000000     14.498   255.091    EM
                                                    133.411
     2 -0.18605638D+04  220.4402460    0.1059298      9.765   260.942    FS
                                                    132.292
     3 -0.15346974D+04  325.8663918    0.1751439      4.191   218.538    FS
                                                    180.271
     4 -0.12824055D+04  252.2919468    0.1643920      3.723   223.533    FS
                                                    175.745
     5 -0.12216168D+04   60.7887049    0.0474021      0.001   273.807    FS
                                                    129.192
     6 -0.12027831D+04   18.8337463    0.0154171      0.000   303.616    FS
                                                     99.384
     7 -0.11515811D+04   51.2019032    0.0425695      0.000   294.082    FS
                                                    108.918
     8 -0.11200249D+04   31.5562704    0.0274026      0.000   221.287    FS
                                                    181.713
     9 -0.10965128D+04   23.5120280    0.0209924      0.000   215.828    FS
                                                    187.172
    10 -0.10832444D+04   13.2684140    0.0121006      0.000   207.335    FS
                                                    195.665
    11 -0.10763123D+04    6.9320858    0.0063994      0.000   206.599    FS
                                                    196.401
    12 -0.10733365D+04    2.9758440    0.0027649      0.000   209.304    FS
                                                    193.696
    13 -0.10724086D+04    0.9279120    0.0008645      0.000   212.269    FS
                                                    190.731


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 25


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16075376D+04    0.0000000    0.0000000      3.304   120.991    EM
                                                    278.705
     2 -0.14960034D+04  111.5342630    0.0693821     15.813   108.562    FS
                                                    278.625
     3 -0.12279533D+04  268.0500285    0.1791774     63.491    63.178    EM
                                                    276.331
     4 -0.11676720D+04   60.2812830    0.0490909    134.545     3.403    FS
                                                    265.053
     5 -0.10812942D+04   86.3778913    0.0739744    141.661     4.129    EM
                                                    257.210
     6 -0.10776184D+04    3.6757037    0.0033994    145.138     4.888    EM
                                                    252.974
     7 -0.10762097D+04    1.4087538    0.0013073    147.990     5.662    EM
                                                    249.348
     8 -0.10752367D+04    0.9730377    0.0009041    150.446     6.453    EM
                                                    246.101


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14899843D+04    0.0000000    0.0000000     56.310    70.583    EM
                                                    276.107
     2 -0.11995053D+04  290.4789532    0.1949544     38.288    93.355    EM
                                                    271.358
     3 -0.11426848D+04   56.8204982    0.0473699     23.288   110.094    EM
                                                    269.618
     4 -0.11115608D+04   31.1240772    0.0272377     14.959   121.015    EM
                                                    267.026
     5 -0.10939689D+04   17.5918959    0.0158263     10.666   128.547    EM
                                                    263.787
     6 -0.10845842D+04    9.3846674    0.0085786      8.496   134.296    EM
                                                    260.208
     7 -0.10796989D+04    4.8853113    0.0045043      7.404   139.005    EM
                                                    256.591
     8 -0.10770904D+04    2.6085205    0.0024160      6.846   143.024    EM
                                                    253.130
     9 -0.10755997D+04    1.4906844    0.0013840      6.540   146.551    EM
                                                    249.909
    10 -0.10746682D+04    0.9314960    0.0008660      6.341   149.715    EM
                                                    246.945


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 27


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16394376D+04    0.0000000    0.0000000     14.268   112.529    EM
                                                    276.203
     2 -0.14506550D+04  188.7826775    0.1151509     26.747   100.067    FS
                                                    276.186
     3 -0.12978043D+04  152.8506244    0.1053666      0.011   129.439    FS
                                                    273.549
     4 -0.11013888D+04  196.4155503    0.1513445      0.014   134.583    EM
                                                    268.404
     5 -0.10899536D+04   11.4352172    0.0103825      0.015   138.511    EM
                                                    264.474
     6 -0.10826783D+04    7.2753010    0.0066749      0.017   143.330    EM
                                                    259.653
     7 -0.10791436D+04    3.5347036    0.0032648      0.020   147.978    EM
                                                    255.002
     8 -0.10772349D+04    1.9086865    0.0017687      0.022   152.139    EM
                                                    250.838
     9 -0.10760671D+04    1.1677649    0.0010840      0.025   155.814    EM
                                                    247.161
    10 -0.10752837D+04    0.7833663    0.0007280      0.030   159.070    EM
                                                    243.900


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 28


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18564862D+04    0.0000000    0.0000000    119.123     3.942    EM
                                                    279.935
     2 -0.18120092D+04   44.4770115    0.0239576    118.154     5.135    FS
                                                    279.712
     3 -0.12948349D+04  517.1743120    0.2854148    102.855    22.945    EM
                                                    277.200
     4 -0.11719274D+04  122.9074848    0.0949214     77.453    52.230    EM
                                                    273.318
     5 -0.11073109D+04   64.6164753    0.0551369     60.246    75.704    EM
                                                    267.051
     6 -0.10841647D+04   23.1462504    0.0209031     51.212    90.774    EM
                                                    261.014
     7 -0.10766993D+04    7.4653165    0.0068858     46.672    99.984    EM
                                                    256.344
     8 -0.10741282D+04    2.5711382    0.0023880     44.422   105.591    EM
                                                    252.987
     9 -0.10731160D+04    1.0122031    0.0009423     43.351   109.079    EM
                                                    250.570
    10 -0.10726545D+04    0.4615458    0.0004301     42.899   111.333    EM
                                                    248.768


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 29


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.25161429D+04    0.0000000    0.0000000      0.000   111.828    EM
                                                    291.172
     2 -0.24006599D+04  115.4829744    0.0458968      0.000   112.274    FS
                                                    290.726
     3 -0.24003161D+04    0.3438248    0.0001432      0.000   111.775    FS
                                                    291.225
     4 -0.21387722D+04  261.5438636    0.1089623      0.000   112.887    FS
                                                    290.113
     5 -0.20892269D+04   49.5452975    0.0231653      0.000   118.497    FS
                                                    284.503
     6 -0.19389718D+04  150.2550986    0.0719190      0.000   121.728    FS
                                                    281.272
     7 -0.18173675D+04  121.6043550    0.0627159      0.000   123.177    FS
                                                    279.823
     8 -0.16998772D+04  117.4903189    0.0646486      0.000   123.849    FS
                                                    279.151
     9 -0.15893691D+04  110.5080306    0.0650094      0.000   124.391    FS
                                                    278.609
    10 -0.14879359D+04  101.4332006    0.0638198      0.000   125.429    FS
                                                    277.571
    11 -0.13942201D+04   93.7157809    0.0629837      0.000   128.226    FS
                                                    274.774
    12 -0.13092594D+04   84.9607838    0.0609379      0.000   136.064    FS
                                                    266.936
    13 -0.12377131D+04   71.5462809    0.0546464      0.000   155.366    FS
                                                    247.634
    14 -0.11828752D+04   54.8378597    0.0443058      0.000   186.920    FS
                                                    216.080
    15 -0.11421403D+04   40.7349416    0.0344372      0.000   206.784    FS
                                                    196.216
    16 -0.11130411D+04   29.0991638    0.0254777      0.000   200.519    FS
                                                    202.481
    17 -0.10940141D+04   19.0270431    0.0170946      0.000   193.846    FS
                                                    209.154
    18 -0.10826724D+04   11.3416311    0.0103670      0.000   193.445    FS
                                                    209.555
    19 -0.10764616D+04    6.2108158    0.0057366      0.000   197.087    FS
                                                    205.913
    20 -0.10735007D+04    2.9609239    0.0027506      0.000   203.523    FS
                                                    199.477


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 30


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13534359D+04    0.0000000    0.0000000     76.198   154.670    EM
                                                    172.132
     2 -0.13015607D+04   51.8751765    0.0383285     37.953    87.834    FS
                                                    277.212
     3 -0.11910714D+04  110.4892414    0.0848898      5.475   120.737    FS
                                                    276.789
     4 -0.11437166D+04   47.3548403    0.0397582      3.208   126.062    FS
                                                    273.729
     5 -0.10858717D+04   57.8449085    0.0505763      2.695   136.120    EM
                                                    264.185
     6 -0.10807263D+04    5.1454427    0.0047385      2.696   141.199    EM
                                                    259.105
     7 -0.10780006D+04    2.7256172    0.0025220      2.869   145.295    EM
                                                    254.836
     8 -0.10762680D+04    1.7326400    0.0016073      3.129   148.848    EM
                                                    251.024
     9 -0.10750733D+04    1.1946917    0.0011100      3.430   151.982    EM
                                                    247.587
    10 -0.10742053D+04    0.8680536    0.0008074      3.743   154.782    EM
                                                    244.475


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 31


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12327189D+04    0.0000000    0.0000000     13.162   164.713    EM
                                                    225.125
     2 -0.11189521D+04  113.7667726    0.0922893      0.073   226.944    FS
                                                    175.983
     3 -0.10847344D+04   34.2177118    0.0305801      0.045   247.471    EM
                                                    155.484
     4 -0.10754168D+04    9.3176335    0.0085898      0.020   256.139    EM
                                                    146.842
     5 -0.10734515D+04    1.9653072    0.0018275      0.013   259.709    EM
                                                    143.278
     6 -0.10729420D+04    0.5094838    0.0004746      0.006   260.792    EM
                                                    142.201


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 32


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14152132D+04    0.0000000    0.0000000     21.384   277.835    EM
                                                    103.781
     2 -0.13181504D+04   97.0627916    0.0685853      6.926   136.832    FS
                                                    259.242
     3 -0.10920882D+04  226.0621839    0.1714995      7.356   160.776    EM
                                                    234.869
     4 -0.10802881D+04   11.8001467    0.0108051      6.893   167.170    EM
                                                    228.937
     5 -0.10765267D+04    3.7614022    0.0034819      6.593   168.764    EM
                                                    227.643
     6 -0.10743911D+04    2.1355215    0.0019837      6.505   169.292    EM
                                                    227.202
     7 -0.10730741D+04    1.3170696    0.0012259      6.579   169.739    EM
                                                    226.682
     8 -0.10722560D+04    0.8180353    0.0007623      6.758   170.308    EM
                                                    225.934


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 33


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19730751D+04    0.0000000    0.0000000      0.946   377.057    EM
                                                     24.997
     2 -0.13960132D+04  577.0619213    0.2924683      0.015   328.300    EM
                                                     74.685
     3 -0.12923800D+04  103.6332445    0.0742351      0.000   253.231    EM
                                                    149.769
     4 -0.12073160D+04   85.0639414    0.0658196      0.000   195.393    EM
                                                    207.607
     5 -0.11625598D+04   44.7561674    0.0370708      0.000   167.669    EM
                                                    235.331
     6 -0.11366679D+04   25.8919040    0.0222715      0.000   156.462    EM
                                                    246.538
     7 -0.11185475D+04   18.1203980    0.0159417      0.000   151.706    EM
                                                    251.294
     8 -0.11044418D+04   14.1057050    0.0126107      0.000   149.830    EM
                                                    253.170
     9 -0.10939353D+04   10.5065119    0.0095130      0.000   149.653    EM
                                                    253.347
    10 -0.10866335D+04    7.3018153    0.0066748      0.000   150.619    EM
                                                    252.381
    11 -0.10818738D+04    4.7597341    0.0043803      0.000   152.336    EM
                                                    250.664
    12 -0.10788985D+04    2.9753229    0.0027502      0.000   154.497    EM
                                                    248.503
    13 -0.10770571D+04    1.8413243    0.0017067      0.000   156.874    EM
                                                    246.126
    14 -0.10758923D+04    1.1647864    0.0010815      0.000   159.313    EM
                                                    243.687
    15 -0.10751219D+04    0.7704512    0.0007161      0.000   161.720    EM
                                                    241.280


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 34


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16413242D+04    0.0000000    0.0000000    272.520    41.028    EM
                                                     89.451
     2 -0.11062844D+04  535.0397660    0.3259805    262.402    63.320    EM
                                                     77.278
     3 -0.10822985D+04   23.9859154    0.0216815    254.304    74.637    EM
                                                     74.059
     4 -0.10774718D+04    4.8267688    0.0044597    248.611    80.820    EM
                                                     73.569
     5 -0.10756388D+04    1.8329235    0.0017011    244.686    84.283    EM
                                                     74.031
     6 -0.10747232D+04    0.9156404    0.0008513    241.843    86.361    EM
                                                     74.796


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 35


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13035219D+04    0.0000000    0.0000000     40.712   144.780    EM
                                                    217.508
     2 -0.12816294D+04   21.8925115    0.0167949      4.869   130.201    FS
                                                    267.930
     3 -0.12296305D+04   51.9988516    0.0405725      0.000   132.044    FS
                                                    270.956
     4 -0.11438348D+04   85.7957052    0.0697736      0.000   165.651    FS
                                                    237.349
     5 -0.10930858D+04   50.7490284    0.0443674      0.000   183.297    EM
                                                    219.703
     6 -0.10830298D+04   10.0559922    0.0091996      0.000   187.262    EM
                                                    215.738
     7 -0.10788931D+04    4.1366556    0.0038195      0.000   187.211    EM
                                                    215.789
     8 -0.10764014D+04    2.4916940    0.0023095      0.000   186.395    EM
                                                    216.605
     9 -0.10748384D+04    1.5630263    0.0014521      0.000   185.776    EM
                                                    217.224
    10 -0.10738849D+04    0.9534991    0.0008871      0.000   185.537    EM
                                                    217.463


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 36


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14331908D+04    0.0000000    0.0000000     23.230   107.413    EM
                                                    272.356
     2 -0.11548219D+04  278.3689413    0.1942302     28.006   103.829    EM
                                                    271.165
     3 -0.11163505D+04   38.4713604    0.0333137     39.130    94.703    EM
                                                    269.166
     4 -0.10953093D+04   21.0412011    0.0188482     50.920    86.084    EM
                                                    265.996
     5 -0.10837258D+04   11.5834617    0.0105755     61.179    79.721    EM
                                                    262.100
     6 -0.10779553D+04    5.7705422    0.0053247     69.234    75.474    EM
                                                    258.292
     7 -0.10751397D+04    2.8155529    0.0026119     75.240    72.752    EM
                                                    255.008
     8 -0.10737362D+04    1.4035790    0.0013055     79.599    71.066    EM
                                                    252.334
     9 -0.10730106D+04    0.7255243    0.0006757     82.718    70.077    EM
                                                    250.205


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 37


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17591878D+04    0.0000000    0.0000000     60.799    66.600    EM
                                                    275.601
     2 -0.16591463D+04  100.0414627    0.0568680    125.125     1.724    FS
                                                    276.151
     3 -0.14423377D+04  216.8086365    0.1306748    122.649     5.408    EM
                                                    274.943
     4 -0.12667608D+04  175.5768165    0.1217307    118.271    12.443    EM
                                                    272.286
     5 -0.11520395D+04  114.7212959    0.0905627    114.155    20.617    EM
                                                    268.228
     6 -0.10977532D+04   54.2863159    0.0471219    110.964    28.270    EM
                                                    263.766
     7 -0.10809834D+04   16.7698599    0.0152765    108.830    34.856    EM
                                                    259.314
     8 -0.10766669D+04    4.3164522    0.0039931    107.563    40.302    EM
                                                    255.136
     9 -0.10748045D+04    1.8624411    0.0017298    106.794    44.719    EM
                                                    251.487
    10 -0.10737656D+04    1.0388922    0.0009666    106.297    48.279    EM
                                                    248.424
    11 -0.10731488D+04    0.6167359    0.0005744    105.972    51.150    EM
                                                    245.877


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 38


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16763636D+04    0.0000000    0.0000000     48.999   319.400    EM
                                                     34.601
     2 -0.13658151D+04  310.5484677    0.1852513     57.834   317.381    FS
                                                     27.785
     3 -0.12332236D+04  132.5915271    0.0970787     43.695   348.878    FS
                                                     10.427
     4 -0.10749288D+04  158.2947614    0.1283585     43.836   347.843    EM
                                                     11.321
     5 -0.10730229D+04    1.9059186    0.0017731     42.904   348.074    EM
                                                     12.022
     6 -0.10724222D+04    0.6007109    0.0005598     42.224   348.204    EM
                                                     12.573


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 39


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18288017D+04    0.0000000    0.0000000      2.361   121.542    EM
                                                    279.096
     2 -0.18067753D+04   22.0264258    0.0120442      0.000   123.974    FS
                                                    279.026
     3 -0.16386035D+04  168.1718254    0.0930784      0.000   124.586    FS
                                                    278.414
     4 -0.15109035D+04  127.7000150    0.0779322      0.000   126.706    FS
                                                    276.294
     5 -0.14964790D+04   14.4244825    0.0095469      0.000   130.496    FS
                                                    272.504
     6 -0.14013122D+04   95.1667693    0.0635938      0.000   146.471    FS
                                                    256.529
     7 -0.13289904D+04   72.3218588    0.0516101      0.000   195.106    FS
                                                    207.894
     8 -0.12920933D+04   36.8970983    0.0277633      0.000   315.901    FS
                                                     87.099
     9 -0.11054760D+04  186.6173103    0.1444302      0.000   330.399    EM
                                                     72.601
    10 -0.10866943D+04   18.7816320    0.0169896      0.000   337.377    EM
                                                     65.623
    11 -0.10806474D+04    6.0468995    0.0055645      0.000   341.017    EM
                                                     61.983
    12 -0.10779339D+04    2.7134978    0.0025110      0.000   343.012    EM
                                                     59.988
    13 -0.10764846D+04    1.4493548    0.0013446      0.000   344.130    EM
                                                     58.870
    14 -0.10756332D+04    0.8514110    0.0007909      0.000   344.741    EM
                                                     58.259


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 40


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15488794D+04    0.0000000    0.0000000      0.144   127.030    EM
                                                    275.826
     2 -0.14369201D+04  111.9592892    0.0722841      0.259   126.929    FS
                                                    275.812
     3 -0.14318729D+04    5.0472615    0.0035126      0.000   127.264    FS
                                                    275.736
     4 -0.11834763D+04  248.3965978    0.1734767      0.000   135.807    EM
                                                    267.193
     5 -0.11474927D+04   35.9835857    0.0304050      0.000   136.043    EM
                                                    266.957
     6 -0.11247831D+04   22.7096035    0.0197906      0.000   136.629    EM
                                                    266.371
     7 -0.11071774D+04   17.6057025    0.0156525      0.000   138.209    EM
                                                    264.791
     8 -0.10948390D+04   12.3383910    0.0111440      0.000   140.618    EM
                                                    262.382
     9 -0.10869407D+04    7.8982853    0.0072141      0.000   143.573    EM
                                                    259.427
    10 -0.10821393D+04    4.8013888    0.0044173      0.000   146.797    EM
                                                    256.203
    11 -0.10792407D+04    2.8985739    0.0026786      0.000   150.075    EM
                                                    252.925
    12 -0.10774386D+04    1.8021824    0.0016699      0.000   153.271    EM
                                                    249.729
    13 -0.10762611D+04    1.1774742    0.0010928      0.000   156.311    EM
                                                    246.689
    14 -0.10754493D+04    0.8118108    0.0007543      0.000   159.167    EM
                                                    243.833


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 41


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17177348D+04    0.0000000    0.0000000     41.732    89.744    EM
                                                    271.524
     2 -0.16016326D+04  116.1022071    0.0675903     20.467   110.028    FS
                                                    272.505
     3 -0.12078806D+04  393.7519472    0.2458441     33.792    94.776    EM
                                                    274.432
     4 -0.11554380D+04   52.4426641    0.0434171     53.671    76.006    EM
                                                    273.323
     5 -0.11137706D+04   41.6673950    0.0360620     73.615    58.980    EM
                                                    270.405
     6 -0.10901299D+04   23.6406365    0.0212258     88.900    47.971    EM
                                                    266.129
     7 -0.10800158D+04   10.1141521    0.0092779     99.308    41.983    EM
                                                    261.709
     8 -0.10760671D+04    3.9487027    0.0036562    106.158    38.904    EM
                                                    257.938
     9 -0.10744096D+04    1.6574715    0.0015403    110.686    37.381    EM
                                                    254.933
    10 -0.10736041D+04    0.8055108    0.0007497    113.767    36.695    EM
                                                    252.537


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 42


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19701588D+04    0.0000000    0.0000000    131.615     6.545    EM
                                                    264.840
     2 -0.14838631D+04  486.2956894    0.2468307    131.894     0.000    FS
                                                    271.106
     3 -0.12136067D+04  270.2564401    0.1821303    133.079     0.000    FS
                                                    269.921
     4 -0.10948099D+04  118.7968434    0.0978874    136.563     0.000    FS
                                                    266.437
     5 -0.10808176D+04   13.9922183    0.0127805    155.011     0.000    FS
                                                    247.989
     6 -0.10735358D+04    7.2818841    0.0067374    184.877     0.000    FS
                                                    218.123
     7 -0.10723173D+04    1.2184347    0.0011350    204.722     0.000    FS
                                                    198.278
     8 -0.10722080D+04    0.1093661    0.0001020    209.734     0.000    FS
                                                    193.266


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 43


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11208152D+04    0.0000000    0.0000000      0.168   231.853    EM
                                                    170.978
     2 -0.11196796D+04    1.1355576    0.0010132      0.000   234.375    FS
                                                    168.625
     3 -0.10856942D+04   33.9854063    0.0303528      0.000   232.522    EM
                                                    170.478
     4 -0.10778367D+04    7.8575220    0.0072373      0.000   229.687    EM
                                                    173.313
     5 -0.10756797D+04    2.1570174    0.0020012      0.000   226.938    EM
                                                    176.062
     6 -0.10743903D+04    1.2893440    0.0011986      0.000   224.589    EM
                                                    178.411
     7 -0.10735512D+04    0.8391122    0.0007810      0.000   222.691    EM
                                                    180.309


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 44


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13630926D+04    0.0000000    0.0000000     69.893    56.685    EM
                                                    276.422
     2 -0.10957061D+04  267.3864498    0.1961616     92.002    41.904    EM
                                                    269.093
     3 -0.10779077D+04   17.7984500    0.0162438    103.106    38.206    EM
                                                    261.688
     4 -0.10739660D+04    3.9416366    0.0036567    109.104    37.178    EM
                                                    256.718
     5 -0.10728569D+04    1.1090959    0.0010327    112.499    36.975    EM
                                                    253.526
     6 -0.10724764D+04    0.3805238    0.0003547    114.519    37.056    EM
                                                    251.425


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 45


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18480143D+04    0.0000000    0.0000000     10.553   219.858    EM
                                                    172.589
     2 -0.14178545D+04  430.1598124    0.2327687      1.961   156.256    EM
                                                    244.783
     3 -0.12430823D+04  174.7721747    0.1232652      0.443   142.926    EM
                                                    259.631
     4 -0.11486634D+04   94.4188822    0.0759555      0.124   140.940    EM
                                                    261.937
     5 -0.11042671D+04   44.3963240    0.0386504      0.042   141.746    EM
                                                    261.212
     6 -0.10892750D+04   14.9920298    0.0135765      0.018   143.861    EM
                                                    259.121
     7 -0.10833365D+04    5.9385400    0.0054518      0.010   146.664    EM
                                                    256.327
     8 -0.10799410D+04    3.3954604    0.0031343      0.006   149.730    EM
                                                    253.264
     9 -0.10778565D+04    2.0845582    0.0019303      0.005   152.819    EM
                                                    250.176
    10 -0.10765224D+04    1.3340914    0.0012377      0.005   155.813    EM
                                                    247.182
    11 -0.10756226D+04    0.8998188    0.0008359      0.005   158.655    EM
                                                    244.340


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 46


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13568644D+04    0.0000000    0.0000000     91.044    56.323    EM
                                                    255.632
     2 -0.11693114D+04  187.5530864    0.1382254     87.277    44.616    EM
                                                    271.108
     3 -0.10990861D+04   70.2253070    0.0600570    100.579    33.460    EM
                                                    268.960
     4 -0.10843068D+04   14.7792617    0.0134469    109.661    28.077    EM
                                                    265.262
     5 -0.10797663D+04    4.5404867    0.0041875    114.740    26.098    EM
                                                    262.162
     6 -0.10777830D+04    1.9833097    0.0018368    117.216    25.675    EM
                                                    260.109
     7 -0.10764606D+04    1.3224159    0.0012270    118.303    25.974    EM
                                                    258.723
     8 -0.10754118D+04    1.0487955    0.0009743    118.746    26.610    EM
                                                    257.644
     9 -0.10745676D+04    0.8441713    0.0007850    118.948    27.383    EM
                                                    256.669


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 47


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12392829D+04    0.0000000    0.0000000      1.182   306.449    EM
                                                     95.369
     2 -0.11066089D+04  132.6740634    0.1070571      0.531   281.952    EM
                                                    120.517
     3 -0.10925257D+04   14.0831246    0.0127264      0.298   264.106    EM
                                                    138.596
     4 -0.10850667D+04    7.4590378    0.0068273      0.213   251.848    EM
                                                    150.938
     5 -0.10805723D+04    4.4943736    0.0041420      0.198   243.472    EM
                                                    159.329
     6 -0.10776120D+04    2.9602708    0.0027395      0.243   237.607    EM
                                                    165.150
     7 -0.10755565D+04    2.0555322    0.0019075      0.368   233.324    EM
                                                    169.308
     8 -0.10740834D+04    1.4730771    0.0013696      0.559   230.067    EM
                                                    172.374
     9 -0.10730662D+04    1.0172454    0.0009471      0.733   227.575    EM
                                                    174.693
    10 -0.10724465D+04    0.6196464    0.0005775      0.861   225.671    EM
                                                    176.468


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 48


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14282969D+04    0.0000000    0.0000000    168.758    10.869    EM
                                                    223.373
     2 -0.13660037D+04   62.2931046    0.0436136    174.244     0.172    FS
                                                    228.584
     3 -0.11578740D+04  208.1297217    0.1523639    153.001     0.246    EM
                                                    249.753
     4 -0.11284578D+04   29.4162475    0.0254054    146.617     0.407    EM
                                                    255.976
     5 -0.11114697D+04   16.9880725    0.0150542    144.657     0.649    EM
                                                    257.694
     6 -0.10987147D+04   12.7550031    0.0114758    144.537     0.964    EM
                                                    257.498
     7 -0.10896854D+04    9.0293039    0.0082181    145.517     1.331    EM
                                                    256.152
     8 -0.10837496D+04    5.9357683    0.0054472    147.203     1.723    EM
                                                    254.074
     9 -0.10800374D+04    3.7122271    0.0034254    149.295     2.122    EM
                                                    251.583
    10 -0.10777478D+04    2.2895921    0.0021199    151.565     2.520    EM
                                                    248.915
    11 -0.10763047D+04    1.4431395    0.0013390    153.854     2.915    EM
                                                    246.231
    12 -0.10753513D+04    0.9533294    0.0008857    156.067     3.309    EM
                                                    243.624


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 49


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15059146D+04    0.0000000    0.0000000     50.372    90.046    EM
                                                    262.582
     2 -0.12957034D+04  210.2111794    0.1395904     70.764    69.494    FS
                                                    262.742
     3 -0.10912926D+04  204.4108426    0.1577605     66.130    86.791    EM
                                                    250.079
     4 -0.10800669D+04   11.2257170    0.0102866     61.876    97.467    EM
                                                    243.657
     5 -0.10758983D+04    4.1685875    0.0038596     59.008   104.759    EM
                                                    239.233
     6 -0.10739416D+04    1.9566234    0.0018186     57.122   110.027    EM
                                                    235.851
     7 -0.10728836D+04    1.0580626    0.0009852     55.871   113.963    EM
                                                    233.166
     8 -0.10722624D+04    0.6211384    0.0005789     55.037   116.977    EM
                                                    230.986


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 50


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15179219D+04    0.0000000    0.0000000    316.620    20.334    EM
                                                     66.045
     2 -0.12814691D+04  236.4527714    0.1557740    220.597    34.500    EM
                                                    147.903
     3 -0.11599678D+04  121.5013353    0.0948141    161.942    42.991    EM
                                                    198.067
     4 -0.11196525D+04   40.3153178    0.0347555    136.124    49.936    EM
                                                    216.940
     5 -0.11013517D+04   18.3007713    0.0163450    123.231    56.962    EM
                                                    222.807
     6 -0.10895576D+04   11.7941312    0.0107088    115.074    63.761    EM
                                                    224.165
     7 -0.10818258D+04    7.7317903    0.0070963    109.338    69.782    EM
                                                    223.880
     8 -0.10771199D+04    4.7059056    0.0043500    105.290    74.762    EM
                                                    222.948
     9 -0.10744428D+04    2.6770497    0.0024854    102.513    78.719    EM
                                                    221.769
    10 -0.10729760D+04    1.4668516    0.0013652    100.658    81.813    EM
                                                    220.529
    11 -0.10721707D+04    0.8052377    0.0007505     99.444    84.241    EM
                                                    219.315


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 51


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12774344D+04    0.0000000    0.0000000    115.251    23.861    EM
                                                    263.888
     2 -0.11488975D+04  128.5368740    0.1006211    116.758    20.600    EM
                                                    265.642
     3 -0.11257622D+04   23.1353190    0.0201370    119.153    18.289    EM
                                                    265.558
     4 -0.11076921D+04   18.0700833    0.0160514    121.944    16.783    EM
                                                    264.272
     5 -0.10946534D+04   13.0387454    0.0117711    124.987    15.921    EM
                                                    262.093
     6 -0.10860488D+04    8.6045910    0.0078606    128.154    15.536    EM
                                                    259.309
     7 -0.10807480D+04    5.3007534    0.0048808    131.337    15.452    EM
                                                    256.210
     8 -0.10775275D+04    3.2205134    0.0029799    134.438    15.529    EM
                                                    253.033
     9 -0.10755588D+04    1.9686691    0.0018270    137.399    15.695    EM
                                                    249.906
    10 -0.10743122D+04    1.2466600    0.0011591    140.186    15.899    EM
                                                    246.915
    11 -0.10734612D+04    0.8509601    0.0007921    142.780    16.116    EM
                                                    244.104


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 52


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15425050D+04    0.0000000    0.0000000     32.247    97.862    EM
                                                    272.891
     2 -0.14250762D+04  117.4287368    0.0761286     26.223   103.689    FS
                                                    273.089
     3 -0.12598181D+04  165.2581160    0.1159644     14.620   112.428    EM
                                                    275.953
     4 -0.11583856D+04  101.4325211    0.0805136     22.413   106.420    EM
                                                    274.167
     5 -0.11150814D+04   43.3042282    0.0373833     33.547    98.122    EM
                                                    271.331
     6 -0.10925175D+04   22.5638476    0.0202352     44.664    91.109    EM
                                                    267.227
     7 -0.10817992D+04   10.7183701    0.0098107     53.725    86.595    EM
                                                    262.679
     8 -0.10770271D+04    4.7720439    0.0044112     60.479    84.011    EM
                                                    258.510
     9 -0.10748463D+04    2.1807841    0.0020248     65.376    82.605    EM
                                                    255.020
    10 -0.10737635D+04    1.0828589    0.0010075     68.932    81.878    EM
                                                    252.190
    11 -0.10731677D+04    0.5958225    0.0005549     71.555    81.542    EM
                                                    249.902


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 53


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11998366D+04    0.0000000    0.0000000     58.099   199.092    EM
                                                    145.809
     2 -0.10783013D+04  121.5353591    0.1012933     55.046   202.738    EM
                                                    145.216
     3 -0.10719773D+04    6.3239491    0.0058647     53.894   203.301    EM
                                                    145.805
     4 -0.10711883D+04    0.7890227    0.0007360     53.138   203.184    EM
                                                    146.677


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 54


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14149084D+04    0.0000000    0.0000000     77.990   278.016    EM
                                                     46.994
     2 -0.11934025D+04  221.5059132    0.1565514     90.691   248.691    EM
                                                     63.618
     3 -0.11367037D+04   56.6987682    0.0475102    103.239   219.274    EM
                                                     80.486
     4 -0.11146171D+04   22.0866531    0.0194304    114.352   193.031    EM
                                                     95.617
     5 -0.11016234D+04   12.9936652    0.0116575    123.664   171.154    EM
                                                    108.182
     6 -0.10921053D+04    9.5180440    0.0086400    131.183   153.713    EM
                                                    118.104
     7 -0.10852620D+04    6.8433892    0.0062662    137.087   140.201    EM
                                                    125.712
     8 -0.10804727D+04    4.7892180    0.0044130    141.600   129.925    EM
                                                    131.474
     9 -0.10771784D+04    3.2942959    0.0030489    144.945   122.204    EM
                                                    135.851
    10 -0.10749394D+04    2.2390575    0.0020786    147.337   116.448    EM
                                                    139.215
    11 -0.10734294D+04    1.5100100    0.0014047    148.975   112.175    EM
                                                    141.850
    12 -0.10724146D+04    1.0147620    0.0009453    150.034   109.010    EM
                                                    143.956
    13 -0.10717322D+04    0.6824074    0.0006363    150.660   106.665    EM
                                                    145.675


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 55


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13299458D+04    0.0000000    0.0000000    315.926    53.584    EM
                                                     33.491
     2 -0.11835832D+04  146.3626403    0.1100516    278.356    74.188    EM
                                                     50.456
     3 -0.11563743D+04   27.2089311    0.0229886    239.503    95.096    EM
                                                     68.401
     4 -0.11317721D+04   24.6021590    0.0212753    206.396   112.896    EM
                                                     83.708
     5 -0.11139605D+04   17.8115527    0.0157378    181.345   126.457    EM
                                                     95.197
     6 -0.11022299D+04   11.7306717    0.0105306    163.440   136.172    EM
                                                    103.388
     7 -0.10941049D+04    8.1249297    0.0073714    150.848   142.843    EM
                                                    109.309
     8 -0.10881266D+04    5.9783701    0.0054642    141.966   147.219    EM
                                                    113.816
     9 -0.10836334D+04    4.4932210    0.0041293    135.651   149.912    EM
                                                    117.437
    10 -0.10802720D+04    3.3613513    0.0031019    131.149   151.396    EM
                                                    120.454
    11 -0.10778079D+04    2.4641471    0.0022810    127.961   152.029    EM
                                                    123.009
    12 -0.10760495D+04    1.7583526    0.0016314    125.740   152.083    EM
                                                    125.177
    13 -0.10748276D+04    1.2219290    0.0011356    124.228   151.763    EM
                                                    127.009
    14 -0.10739978D+04    0.8297902    0.0007720    123.226   151.222    EM
                                                    128.551


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 56


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15044477D+04    0.0000000    0.0000000     50.928   105.589    EM
                                                    246.483
     2 -0.12390264D+04  265.4212730    0.1764244     54.733    97.788    EM
                                                    250.479
     3 -0.11429908D+04   96.0355676    0.0775089     59.890    90.729    EM
                                                    252.381
     4 -0.10962050D+04   46.7858207    0.0409328     64.765    85.798    EM
                                                    252.437
     5 -0.10816487D+04   14.5562873    0.0132788     69.344    82.476    EM
                                                    251.180
     6 -0.10776342D+04    4.0145196    0.0037115     73.500    80.309    EM
                                                    249.191
     7 -0.10757981D+04    1.8360912    0.0017038     77.108    78.930    EM
                                                    246.962
     8 -0.10746992D+04    1.0989634    0.0010215     80.034    78.133    EM
                                                    244.833
     9 -0.10739709D+04    0.7282846    0.0006777     82.348    77.767    EM
                                                    242.885


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 57


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12672058D+04    0.0000000    0.0000000    215.175    38.317    EM
                                                    149.507
     2 -0.11100543D+04  157.1514880    0.1240142    195.573    44.074    EM
                                                    163.352
     3 -0.10988343D+04   11.2200108    0.0101076    180.936    47.332    EM
                                                    174.731
     4 -0.10931260D+04    5.7082211    0.0051948    169.378    50.036    EM
                                                    183.586
     5 -0.10867740D+04    6.3520451    0.0058109    160.555    51.694    EM
                                                    190.751
     6 -0.10827437D+04    4.0303035    0.0037085    153.963    52.853    EM
                                                    196.185
     7 -0.10789483D+04    3.7954082    0.0035054    149.308    53.294    EM
                                                    200.398
     8 -0.10769235D+04    2.0248222    0.0018767    146.124    53.414    EM
                                                    203.462
     9 -0.10750745D+04    1.8489090    0.0017168    144.061    53.143    EM
                                                    205.796
    10 -0.10740778D+04    0.9967347    0.0009271    142.847    52.690    EM
                                                    207.463


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 58


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13449068D+04    0.0000000    0.0000000      1.539   133.333    EM
                                                    268.128
     2 -0.13404291D+04    4.4776270    0.0033293      0.000   136.094    FS
                                                    266.906
     3 -0.12254437D+04  114.9853776    0.0857825      0.000   132.888    FS
                                                    270.112
     4 -0.11564829D+04   68.9608253    0.0562742      0.000   143.896    FS
                                                    259.104
     5 -0.11069026D+04   49.5802936    0.0428716      0.000   163.420    FS
                                                    239.580
     6 -0.10814216D+04   25.4809962    0.0230201      0.000   182.997    FS
                                                    220.003
     7 -0.10732672D+04    8.1544105    0.0075405      0.000   195.270    FS
                                                    207.730
     8 -0.10722397D+04    1.0274956    0.0009574      0.000   205.709    FS
                                                    197.291
     9 -0.10721987D+04    0.0409984    0.0000382      0.000   210.983    FS
                                                    192.017


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 59


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13838156D+04    0.0000000    0.0000000      1.817   129.041    EM
                                                    272.141
     2 -0.13053128D+04   78.5027778    0.0567292      0.179   132.447    FS
                                                    270.374
     3 -0.11707176D+04  134.5951697    0.1031133      0.000   131.008    FS
                                                    271.992
     4 -0.11220854D+04   48.6321923    0.0415405      0.000   142.788    FS
                                                    260.212
     5 -0.10862279D+04   35.8575483    0.0319562      0.000   169.035    FS
                                                    233.965
     6 -0.10747082D+04   11.5197252    0.0106053      0.000   199.147    FS
                                                    203.853
     7 -0.10724826D+04    2.2255278    0.0020708      0.000   210.369    FS
                                                    192.631
     8 -0.10722249D+04    0.2577145    0.0002403      0.000   212.166    FS
                                                    190.834


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 60


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15585026D+04    0.0000000    0.0000000    126.634     4.773    EM
                                                    271.594
     2 -0.12473816D+04  311.1210803    0.1996282    113.892    11.820    EM
                                                    277.288
     3 -0.11556583D+04   91.7233089    0.0735327    105.012    22.972    EM
                                                    275.016
     4 -0.11111477D+04   44.5105500    0.0385153     96.729    35.333    EM
                                                    270.938
     5 -0.10897999D+04   21.3477628    0.0192124     90.428    46.689    EM
                                                    265.883
     6 -0.10802135D+04    9.5864677    0.0087965     86.179    56.012    EM
                                                    260.808
     7 -0.10759555D+04    4.2579653    0.0039418     83.444    63.225    EM
                                                    256.331
     8 -0.10739975D+04    1.9579874    0.0018198     81.701    68.653    EM
                                                    252.645
     9 -0.10730496D+04    0.9479357    0.0008826     80.600    72.695    EM
                                                    249.705


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 61


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15473033D+04    0.0000000    0.0000000      1.116   124.729    EM
                                                    277.154
     2 -0.14026432D+04  144.6600766    0.0934917      0.437   124.440    EM
                                                    278.123
     3 -0.13918109D+04   10.8322953    0.0077228      0.000   124.577    FS
                                                    278.423
     4 -0.11744350D+04  217.3759835    0.1561821      0.000   128.194    EM
                                                    274.806
     5 -0.11164258D+04   58.0091942    0.0493933      0.000   131.555    EM
                                                    271.445
     6 -0.10952664D+04   21.1593558    0.0189528      0.000   135.655    EM
                                                    267.345
     7 -0.10863839D+04    8.8824962    0.0081099      0.000   140.051    EM
                                                    262.949
     8 -0.10817595D+04    4.6244437    0.0042567      0.000   144.343    EM
                                                    258.657
     9 -0.10790850D+04    2.6744303    0.0024723      0.000   148.355    EM
                                                    254.645
    10 -0.10774074D+04    1.6775997    0.0015547      0.000   152.043    EM
                                                    250.957
    11 -0.10762819D+04    1.1255307    0.0010447      0.000   155.412    EM
                                                    247.588
    12 -0.10754858D+04    0.7960626    0.0007396      0.000   158.489    EM
                                                    244.511


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 62


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13939086D+04    0.0000000    0.0000000     39.427    97.605    EM
                                                    265.969
     2 -0.13908994D+04    3.0092273    0.0021588      7.815   118.343    FS
                                                    276.842
     3 -0.11693136D+04  221.5858414    0.1593112     11.003   121.296    EM
                                                    270.701
     4 -0.11269695D+04   42.3440143    0.0362127     15.177   119.943    EM
                                                    267.881
     5 -0.11033556D+04   23.6139666    0.0209535     19.366   119.246    EM
                                                    264.388
     6 -0.10900165D+04   13.3391044    0.0120896     22.981   119.496    EM
                                                    260.523
     7 -0.10826931D+04    7.3233709    0.0067186     25.855   120.541    EM
                                                    256.604
     8 -0.10786394D+04    4.0537332    0.0037441     28.055   122.124    EM
                                                    252.821
     9 -0.10763692D+04    2.2701528    0.0021046     29.705   124.039    EM
                                                    249.256
    10 -0.10751182D+04    1.2510608    0.0011623     30.856   126.150    EM
                                                    245.994
    11 -0.10740531D+04    1.0650456    0.0009906     31.740   128.148    EM
                                                    243.112
    12 -0.10732309D+04    0.8222215    0.0007655     32.488   130.114    EM
                                                    240.399


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 63


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17190215D+04    0.0000000    0.0000000    132.901     4.271    EM
                                                    265.828
     2 -0.13429202D+04  376.1012541    0.2187880    139.295     0.000    FS
                                                    263.705
     3 -0.11737995D+04  169.1207174    0.1259350    134.260     0.000    FS
                                                    268.740
     4 -0.11457380D+04   28.0614950    0.0239065    140.798     0.000    FS
                                                    262.202
     5 -0.10935412D+04   52.1968276    0.0455574    161.401     0.000    FS
                                                    241.599
     6 -0.10754032D+04   18.1379602    0.0165864    186.918     0.000    FS
                                                    216.082
     7 -0.10724348D+04    2.9684940    0.0027604    202.429     0.000    FS
                                                    200.571
     8 -0.10722168D+04    0.2179251    0.0002032    209.009     0.000    FS
                                                    193.991


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 64


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14278234D+04    0.0000000    0.0000000    108.834    67.484    EM
                                                    226.682
     2 -0.13502512D+04   77.5722632    0.0543290     49.319   104.807    FS
                                                    248.874
     3 -0.11149038D+04  235.3473744    0.1742990     41.747   121.408    EM
                                                    239.845
     4 -0.10959144D+04   18.9893633    0.0170323     33.746   131.254    EM
                                                    238.000
     5 -0.10852767D+04   10.6377397    0.0097067     28.160   137.400    EM
                                                    237.440
     6 -0.10790393D+04    6.2373967    0.0057473     24.506   141.696    EM
                                                    236.798
     7 -0.10754833D+04    3.5560341    0.0032956     22.159   145.036    EM
                                                    235.804
     8 -0.10735019D+04    1.9813713    0.0018423     20.664   147.833    EM
                                                    234.503
     9 -0.10723980D+04    1.1039129    0.0010283     19.719   150.277    EM
                                                    233.004
    10 -0.10717630D+04    0.6350052    0.0005921     19.131   152.464    EM
                                                    231.406


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 65


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.36562199D+04    0.0000000    0.0000000      0.001   123.419    EM
                                                    279.581
     2 -0.32543394D+04  401.8805220    0.1099169      0.000   123.476    FS
                                                    279.524
     3 -0.28587382D+04  395.6011592    0.1215611      0.000   123.579    FS
                                                    279.421
     4 -0.24755003D+04  383.2379337    0.1340584      0.004   123.597    FS
                                                    279.398
     5 -0.21255094D+04  349.9908407    0.1413819      0.065   123.540    FS
                                                    279.394
     6 -0.18610480D+04  264.4614525    0.1244226      0.157   123.450    FS
                                                    279.393
     7 -0.17649211D+04   96.1268383    0.0516520      3.162   120.449    FS
                                                    279.389
     8 -0.12209555D+04  543.9656388    0.3082096      1.254   125.460    EM
                                                    276.287
     9 -0.11881301D+04   32.8254381    0.0268850      0.000   128.695    FS
                                                    274.305
    10 -0.11224936D+04   65.6364117    0.0552435      0.000   133.904    FS
                                                    269.096
    11 -0.10869591D+04   35.5345409    0.0316568      0.000   151.239    FS
                                                    251.761
    12 -0.10747809D+04   12.1782298    0.0112039      0.000   176.963    FS
                                                    226.037
    13 -0.10724150D+04    2.3659192    0.0022013      0.000   201.853    FS
                                                    201.147
    14 -0.10722146D+04    0.2003176    0.0001868      0.000   208.792    FS
                                                    194.208


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 66


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12041728D+04    0.0000000    0.0000000      3.532   179.213    EM
                                                    220.256
     2 -0.11272098D+04   76.9630393    0.0639136      4.034   158.698    EM
                                                    240.268
     3 -0.10989570D+04   28.2527707    0.0250643      4.948   151.846    EM
                                                    246.205
     4 -0.10881192D+04   10.8377724    0.0098619      6.376   149.127    EM
                                                    247.498
     5 -0.10810396D+04    7.0795902    0.0065063      8.218   147.765    EM
                                                    247.017
     6 -0.10758695D+04    5.1701201    0.0047825     10.023   147.264    EM
                                                    245.713
     7 -0.10726138D+04    3.2557161    0.0030261     11.333   147.683    EM
                                                    243.984
     8 -0.10708424D+04    1.7714114    0.0016515     12.098   148.869    EM
                                                    242.034
     9 -0.10698728D+04    0.9695841    0.0009054     12.506   150.511    EM
                                                    239.982


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 67


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11729750D+04    0.0000000    0.0000000     60.666   315.262    EM
                                                     27.072
     2 -0.11095425D+04   63.4324261    0.0540782     45.068   323.025    EM
                                                     34.907
     3 -0.10900523D+04   19.4902403    0.0175660     36.362   325.511    EM
                                                     41.127
     4 -0.10831306D+04    6.9216603    0.0063498     31.289   325.753    EM
                                                     45.957
     5 -0.10795068D+04    3.6238968    0.0033458     28.262   325.003    EM
                                                     49.735
     6 -0.10772560D+04    2.2507916    0.0020850     26.456   323.794    EM
                                                     52.750
     7 -0.10757289D+04    1.5270242    0.0014175     25.430   322.355    EM
                                                     55.216
     8 -0.10746331D+04    1.0957993    0.0010187     24.930   320.788    EM
                                                     57.283
     9 -0.10738139D+04    0.8192810    0.0007624     24.804   319.139    EM
                                                     59.057


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 68


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14151894D+04    0.0000000    0.0000000      7.287   349.480    EM
                                                     46.233
     2 -0.13470609D+04   68.1284702    0.0481409      0.096   371.258    FS
                                                     31.646
     3 -0.12599883D+04   87.0725737    0.0646389      0.000   156.174    FS
                                                    246.826
     4 -0.11068766D+04  153.1116992    0.1215183      0.000   155.726    EM
                                                    247.274
     5 -0.10911931D+04   15.6834806    0.0141691      0.000   155.007    EM
                                                    247.993
     6 -0.10846052D+04    6.5879588    0.0060374      0.000   155.336    EM
                                                    247.664
     7 -0.10804956D+04    4.1096168    0.0037890      0.000   156.494    EM
                                                    246.506
     8 -0.10779302D+04    2.5653099    0.0023742      0.000   158.176    EM
                                                    244.824
     9 -0.10763477D+04    1.5825541    0.0014681      0.000   160.148    EM
                                                    242.852
    10 -0.10753537D+04    0.9939675    0.0009235      0.000   162.245    EM
                                                    240.755


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 69


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14960894D+04    0.0000000    0.0000000      1.334   380.445    EM
                                                     21.221
     2 -0.11249730D+04  371.1164103    0.2480576      0.576   371.679    EM
                                                     30.745
     3 -0.11099611D+04   15.0118779    0.0133442      0.000   402.725    FS
                                                      0.275
     4 -0.11030021D+04    6.9590308    0.0062696      0.000   402.664    EM
                                                      0.336
     5 -0.10975818D+04    5.4203498    0.0049142      0.000   402.600    EM
                                                      0.400
     6 -0.10931535D+04    4.4282603    0.0040346      0.000   402.535    EM
                                                      0.465
     7 -0.10895222D+04    3.6313171    0.0033219      0.000   402.470    EM
                                                      0.530
     8 -0.10865468D+04    2.9754035    0.0027309      0.000   402.407    EM
                                                      0.593
     9 -0.10841179D+04    2.4289139    0.0022354      0.000   402.345    EM
                                                      0.655
    10 -0.10821464D+04    1.9714308    0.0018185      0.000   402.286    EM
                                                      0.714
    11 -0.10805576D+04    1.5888161    0.0014682      0.000   402.230    EM
                                                      0.770
    12 -0.10792872D+04    1.2704054    0.0011757      0.000   402.178    EM
                                                      0.822
    13 -0.10782798D+04    1.0074456    0.0009334      0.000   402.128    EM
                                                      0.872
    14 -0.10774875D+04    0.7922842    0.0007348      0.000   402.082    EM
                                                      0.918


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 70


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12166292D+04    0.0000000    0.0000000    191.572     6.475    EM
                                                    204.953
     2 -0.11199320D+04   96.6971541    0.0794796    181.521     2.462    EM
                                                    219.016
     3 -0.10832231D+04   36.7088875    0.0327778    175.192     1.766    EM
                                                    226.042
     4 -0.10778471D+04    5.3760474    0.0049630    172.921     1.656    EM
                                                    228.423
     5 -0.10754874D+04    2.3596121    0.0021892    172.254     1.818    EM
                                                    228.928
     6 -0.10740382D+04    1.4492237    0.0013475    172.256     2.126    EM
                                                    228.618
     7 -0.10731194D+04    0.9187919    0.0008555    172.604     2.509    EM
                                                    227.887


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 71


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14455413D+04    0.0000000    0.0000000      0.877   126.930    EM
                                                    275.193
     2 -0.14246441D+04   20.8971789    0.0144563      0.000   127.815    FS
                                                    275.185
     3 -0.12155231D+04  209.1210764    0.1467883      0.000   128.014    EM
                                                    274.986
     4 -0.11724822D+04   43.0408619    0.0354093      0.000   129.028    EM
                                                    273.972
     5 -0.11372459D+04   35.2362924    0.0300527      0.000   130.920    EM
                                                    272.080
     6 -0.11123173D+04   24.9286241    0.0219202      0.000   133.669    EM
                                                    269.331
     7 -0.10967481D+04   15.5691769    0.0139971      0.000   137.077    EM
                                                    265.923
     8 -0.10877129D+04    9.0351974    0.0082382      0.000   140.837    EM
                                                    262.163
     9 -0.10825628D+04    5.1500722    0.0047348      0.000   144.672    EM
                                                    258.328
    10 -0.10795454D+04    3.0174333    0.0027873      0.000   148.396    EM
                                                    254.604
    11 -0.10776797D+04    1.8656721    0.0017282      0.000   151.913    EM
                                                    251.087
    12 -0.10764538D+04    1.2259133    0.0011375      0.000   155.188    EM
                                                    247.812
    13 -0.10756023D+04    0.8515294    0.0007911      0.000   158.215    EM
                                                    244.785


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 72


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17427312D+04    0.0000000    0.0000000      9.569   121.841    EM
                                                    271.590
     2 -0.17126383D+04   30.0928624    0.0172676      0.005   131.792    FS
                                                    271.203
     3 -0.14730135D+04  239.6248180    0.1399156      0.005   132.195    EM
                                                    270.800
     4 -0.13077801D+04  165.2333580    0.1121737      0.007   134.715    EM
                                                    268.278
     5 -0.11864314D+04  121.3487598    0.0927899      0.009   138.093    EM
                                                    264.898
     6 -0.11144809D+04   71.9504366    0.0606444      0.013   141.531    EM
                                                    261.456
     7 -0.10856643D+04   28.8166480    0.0258566      0.022   145.002    EM
                                                    257.976
     8 -0.10789686D+04    6.6956619    0.0061673      0.044   148.637    EM
                                                    254.319
     9 -0.10771432D+04    1.8253669    0.0016918      0.128   152.174    EM
                                                    250.698
    10 -0.10753975D+04    1.7457671    0.0016207      0.654   155.020    EM
                                                    247.326
    11 -0.10730556D+04    2.3418684    0.0021777      1.135   157.591    EM
                                                    244.275
    12 -0.10720668D+04    0.9888449    0.0009215      1.161   160.371    EM
                                                    241.469


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 73


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14862524D+04    0.0000000    0.0000000     45.272    81.478    EM
                                                    276.250
     2 -0.13300889D+04  156.1635497    0.1050720      5.973   129.026    FS
                                                    268.001
     3 -0.12334674D+04   96.6214931    0.0726429      2.210   157.396    FS
                                                    243.394
     4 -0.11104248D+04  123.0426078    0.0997534      0.000   197.051    FS
                                                    205.949
     5 -0.10807136D+04   29.7111233    0.0267565      0.000   197.515    EM
                                                    205.485
     6 -0.10750252D+04    5.6884649    0.0052636      0.000   196.451    EM
                                                    206.549
     7 -0.10738798D+04    1.1453922    0.0010655      0.000   195.569    EM
                                                    207.431
     8 -0.10732308D+04    0.6490405    0.0006044      0.000   195.027    EM
                                                    207.973


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 74


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.24935674D+04    0.0000000    0.0000000      0.011    83.564    EM
                                                    319.425
     2 -0.22963561D+04  197.2112910    0.0790880      0.000    82.736    FS
                                                    320.264
     3 -0.22663269D+04   30.0292369    0.0130769      0.000    83.733    FS
                                                    319.267
     4 -0.21429291D+04  123.3978282    0.0544484      0.039   103.245    FS
                                                    299.716
     5 -0.12718317D+04  871.0974023    0.4064985      0.183   124.816    EM
                                                    278.001
     6 -0.12333027D+04   38.5289627    0.0302941      0.000   126.969    FS
                                                    276.031
     7 -0.11502287D+04   83.0740364    0.0673590      0.000   132.240    FS
                                                    270.760
     8 -0.10992715D+04   50.9571024    0.0443017      0.000   145.462    FS
                                                    257.538
     9 -0.10779003D+04   21.3712550    0.0194413      0.000   170.091    FS
                                                    232.909
    10 -0.10728381D+04    5.0621981    0.0046964      0.000   195.453    FS
                                                    207.547
    11 -0.10722483D+04    0.5897481    0.0005497      0.000   207.252    FS
                                                    195.748


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 75


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12390548D+04    0.0000000    0.0000000    136.565   105.132    EM
                                                    161.304
     2 -0.11653480D+04   73.7067871    0.0594863    256.881     8.270    FS
                                                    137.848
     3 -0.10788982D+04   86.4498231    0.0741837    258.354     6.358    EM
                                                    138.288
     4 -0.10746874D+04    4.2107692    0.0039028    258.341     5.269    EM
                                                    139.389
     5 -0.10737507D+04    0.9367244    0.0008716    257.669     4.624    EM
                                                    140.707


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 76


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17435599D+04    0.0000000    0.0000000    122.430   107.690    EM
                                                    172.879
     2 -0.13773604D+04  366.1995084    0.2100298     59.826    94.316    FS
                                                    248.859
     3 -0.12704947D+04  106.8657233    0.0775873     16.914   132.766    FS
                                                    253.320
     4 -0.11806186D+04   89.8761286    0.0707411     24.523   113.936    EM
                                                    264.542
     5 -0.11230528D+04   57.5657482    0.0487590     36.840   102.120    EM
                                                    264.040
     6 -0.10975305D+04   25.5222686    0.0227258     48.973    93.017    EM
                                                    261.010
     7 -0.10846339D+04   12.8966602    0.0117506     59.452    85.986    EM
                                                    257.562
     8 -0.10781934D+04    6.4404564    0.0059379     67.711    81.023    EM
                                                    254.266
     9 -0.10750889D+04    3.1044990    0.0028794     73.900    77.693    EM
                                                    251.407
    10 -0.10735832D+04    1.5057569    0.0014006     78.422    75.517    EM
                                                    249.061
    11 -0.10728313D+04    0.7518769    0.0007003     81.686    74.125    EM
                                                    247.189


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 77


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12719661D+04    0.0000000    0.0000000      5.936   187.695    EM
                                                    209.369
     2 -0.12270257D+04   44.9403310    0.0353314      0.000   196.957    FS
                                                    206.043
     3 -0.12031218D+04   23.9039438    0.0194812      0.000   188.299    FS
                                                    214.701
     4 -0.11316627D+04   71.4591132    0.0593947      0.000   229.022    FS
                                                    173.978
     5 -0.10890860D+04   42.5766936    0.0376231      0.000   236.713    FS
                                                    166.287
     6 -0.10745201D+04   14.5659069    0.0133744      0.000   210.062    FS
                                                    192.938
     7 -0.10722918D+04    2.2283274    0.0020738      0.000   207.677    FS
                                                    195.323
     8 -0.10722028D+04    0.0889790    0.0000830      0.000   210.734    FS
                                                    192.266


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 78


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16515018D+04    0.0000000    0.0000000    161.080    35.757    EM
                                                    206.164
     2 -0.11405107D+04  510.9911453    0.3094100    145.146    40.343    EM
                                                    217.511
     3 -0.11164886D+04   24.0220859    0.0210626    133.320    46.911    EM
                                                    222.768
     4 -0.10981008D+04   18.3878213    0.0164693    122.982    54.707    EM
                                                    225.311
     5 -0.10858970D+04   12.2037743    0.0111135    114.685    62.141    EM
                                                    226.175
     6 -0.10789013D+04    6.9956765    0.0064423    108.605    68.248    EM
                                                    226.147
     7 -0.10753072D+04    3.5940951    0.0033313    104.391    72.825    EM
                                                    225.784
     8 -0.10735895D+04    1.7177505    0.0015975    101.546    76.065    EM
                                                    225.389
     9 -0.10728008D+04    0.7887146    0.0007347     99.638    78.273    EM
                                                    225.089


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 79


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19595262D+04    0.0000000    0.0000000     89.040    37.027    EM
                                                    276.933
     2 -0.17400558D+04  219.4703819    0.1120018     38.602    86.570    FS
                                                    277.828
     3 -0.16063077D+04  133.7481100    0.0768643      0.006   125.181    FS
                                                    277.813
     4 -0.12988770D+04  307.4306128    0.1913896      0.000   130.283    EM
                                                    272.717
     5 -0.12987329D+04    0.1441977    0.0001110      0.000   130.574    FS
                                                    272.426


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 80


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21180787D+04    0.0000000    0.0000000    116.880     4.178    EM
                                                    281.942
     2 -0.20067323D+04  111.3464165    0.0525695    116.612     5.235    FS
                                                    281.153
     3 -0.12965395D+04  710.1928036    0.3539051    148.125     5.092    EM
                                                    249.783
     4 -0.10900918D+04  206.4477015    0.1592298    155.647     7.279    EM
                                                    240.074
     5 -0.10748369D+04   15.2548631    0.0139941    159.647     6.841    EM
                                                    236.512
     6 -0.10736548D+04    1.1820901    0.0010998    162.986     6.348    EM
                                                    233.666
     7 -0.10731910D+04    0.4637758    0.0004320    165.862     6.063    EM
                                                    231.075


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 81


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15611419D+04    0.0000000    0.0000000    123.344    14.584    EM
                                                    265.073
     2 -0.15533020D+04    7.8398968    0.0050219    146.330     0.281    FS
                                                    256.389
     3 -0.14743469D+04   78.9550805    0.0508305    155.465     0.000    FS
                                                    247.535
     4 -0.14043217D+04   70.0252067    0.0474957    163.406     0.000    FS
                                                    239.594
     5 -0.13388282D+04   65.4934877    0.0466371    166.976     0.000    FS
                                                    236.024
     6 -0.12781979D+04   60.6303763    0.0452861    165.257     0.000    FS
                                                    237.743
     7 -0.12239177D+04   54.2801582    0.0424662    159.909     0.000    FS
                                                    243.091
     8 -0.11790373D+04   44.8804276    0.0366695    153.452     0.000    FS
                                                    249.548
     9 -0.11470719D+04   31.9654151    0.0271115    148.268     0.000    FS
                                                    254.732
    10 -0.11246995D+04   22.3723300    0.0195039    145.890     0.000    FS
                                                    257.110
    11 -0.11108539D+04   13.8456251    0.0123105    146.655     0.000    FS
                                                    256.345
    12 -0.11007788D+04   10.0751043    0.0090697    149.644     0.000    FS
                                                    253.356
    13 -0.10923765D+04    8.4022858    0.0076330    154.401     0.000    FS
                                                    248.599
    14 -0.10852692D+04    7.1072836    0.0065063    160.949     0.000    FS
                                                    242.051
    15 -0.10795592D+04    5.7100412    0.0052614    169.682     0.000    FS
                                                    233.318
    16 -0.10754919D+04    4.0673115    0.0037676    180.974     0.000    FS
                                                    222.026
    17 -0.10731992D+04    2.2927228    0.0021318    194.207     0.000    FS
                                                    208.793
    18 -0.10723640D+04    0.8351701    0.0007782    206.035     0.000    FS
                                                    196.965


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 82


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15991757D+04    0.0000000    0.0000000      0.007   240.480    EM
                                                    162.513
     2 -0.15951145D+04    4.0611868    0.0025396      0.000   239.699    FS
                                                    163.301
     3 -0.13558208D+04  239.2937149    0.1500166      0.000   224.303    FS
                                                    178.697
     4 -0.12291173D+04  126.7035347    0.0934515      0.000   135.347    FS
                                                    267.653
     5 -0.11485964D+04   80.5208971    0.0655112      0.000   148.829    FS
                                                    254.171
     6 -0.11129282D+04   35.6681801    0.0310537      0.000   165.605    FS
                                                    237.395
     7 -0.10961820D+04   16.7462037    0.0150470      0.000   172.570    FS
                                                    230.430
     8 -0.10861891D+04    9.9929255    0.0091161      0.000   174.996    FS
                                                    228.004
     9 -0.10795525D+04    6.6365460    0.0061099      0.000   180.199    FS
                                                    222.801
    10 -0.10753381D+04    4.2143977    0.0039038      0.000   188.561    FS
                                                    214.439
    11 -0.10731258D+04    2.2123573    0.0020574      0.000   199.133    FS
                                                    203.867
    12 -0.10723560D+04    0.7697134    0.0007173      0.000   208.350    FS
                                                    194.650


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 83


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11880297D+04    0.0000000    0.0000000    274.738    41.901    EM
                                                     86.361
     2 -0.11372727D+04   50.7570329    0.0427237    344.781     0.000    FS
                                                     58.219
     3 -0.11035386D+04   33.7341296    0.0296623    396.775     0.000    FS
                                                      6.225
     4 -0.10842543D+04   19.2843112    0.0174750    397.401     0.000    EM
                                                      5.599
     5 -0.10794595D+04    4.7947624    0.0044222    397.754     0.000    EM
                                                      5.246
     6 -0.10775226D+04    1.9368755    0.0017943    397.960     0.000    EM
                                                      5.040
     7 -0.10765414D+04    0.9812145    0.0009106    398.081     0.000    EM
                                                      4.919


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 84


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13291632D+04    0.0000000    0.0000000     13.875   121.113    EM
                                                    268.012
     2 -0.12140431D+04  115.1201334    0.0866110      1.808   129.354    FS
                                                    271.838
     3 -0.11750050D+04   39.0381064    0.0321555      0.000   151.539    FS
                                                    251.461
     4 -0.10918663D+04   83.1386498    0.0707560      0.000   157.030    EM
                                                    245.970
     5 -0.10840223D+04    7.8440292    0.0071841      0.000   158.170    EM
                                                    244.830
     6 -0.10800517D+04    3.9706070    0.0036628      0.000   159.167    EM
                                                    243.833
     7 -0.10775763D+04    2.4754151    0.0022919      0.000   160.551    EM
                                                    242.449
     8 -0.10760538D+04    1.5225259    0.0014129      0.000   162.244    EM
                                                    240.756
     9 -0.10751071D+04    0.9466559    0.0008797      0.000   164.107    EM
                                                    238.893


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 85


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14820950D+04    0.0000000    0.0000000    109.827    15.384    EM
                                                    277.789
     2 -0.11669684D+04  315.1266565    0.2126224    115.151    16.382    EM
                                                    271.467
     3 -0.11314690D+04   35.4993299    0.0304201    109.655    23.576    EM
                                                    269.769
     4 -0.11070701D+04   24.3989189    0.0215639    102.824    32.704    EM
                                                    267.472
     5 -0.10915486D+04   15.5215174    0.0140204     97.116    41.672    EM
                                                    264.212
     6 -0.10828753D+04    8.6733254    0.0079459     93.037    49.393    EM
                                                    260.570
     7 -0.10782416D+04    4.6336335    0.0042790     90.244    55.671    EM
                                                    257.085
     8 -0.10757398D+04    2.5018396    0.0023203     88.345    60.659    EM
                                                    253.996
     9 -0.10743370D+04    1.4028084    0.0013040     87.055    64.591    EM
                                                    251.354
    10 -0.10735117D+04    0.8253220    0.0007682     86.186    67.685    EM
                                                    249.129


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 86


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11918267D+04    0.0000000    0.0000000    138.120    87.165    EM
                                                    177.715
     2 -0.11442471D+04   47.5796002    0.0399216    199.714    32.812    FS
                                                    170.474
     3 -0.11268167D+04   17.4304645    0.0152331    174.555    12.434    FS
                                                    216.010
     4 -0.11029681D+04   23.8485649    0.0211645    168.011     7.991    FS
                                                    226.998
     5 -0.11004555D+04    2.5126304    0.0022781    162.361     4.668    FS
                                                    235.971
     6 -0.10763348D+04   24.1206939    0.0219188    162.743     5.907    EM
                                                    234.350
     7 -0.10746790D+04    1.6557622    0.0015383    163.163     6.418    EM
                                                    233.419
     8 -0.10738252D+04    0.8537779    0.0007944    163.799     6.724    EM
                                                    232.478


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 87


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16517205D+04    0.0000000    0.0000000    113.328    17.922    EM
                                                    271.751
     2 -0.15871006D+04   64.6198767    0.0391228    132.936     1.323    FS
                                                    268.741
     3 -0.12550076D+04  332.0930184    0.2092451    130.153     1.945    EM
                                                    270.901
     4 -0.12158593D+04   39.1482571    0.0311936    127.591     2.899    EM
                                                    272.510
     5 -0.11782532D+04   37.6061847    0.0309297    125.775     5.234    EM
                                                    271.991
     6 -0.11429740D+04   35.2791305    0.0299419    123.260     9.231    EM
                                                    270.509
     7 -0.11149599D+04   28.0141522    0.0245099    121.243    13.588    EM
                                                    268.169
     8 -0.10968419D+04   18.1179869    0.0162499    121.015    16.753    EM
                                                    265.232
     9 -0.10864554D+04   10.3864815    0.0094694    122.465    18.462    EM
                                                    262.073
    10 -0.10806396D+04    5.8158116    0.0053530    124.995    19.065    EM
                                                    258.940
    11 -0.10772280D+04    3.4115514    0.0031570    128.071    18.995    EM
                                                    255.934
    12 -0.10750454D+04    2.1826766    0.0020262    131.344    18.575    EM
                                                    253.081
    13 -0.10735009D+04    1.5444614    0.0014366    134.622    18.010    EM
                                                    250.367
    14 -0.10722994D+04    1.2015083    0.0011192    137.822    17.419    EM
                                                    247.759
    15 -0.10713081D+04    0.9913068    0.0009245    140.911    16.867    EM
                                                    245.222


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 88


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12097046D+04    0.0000000    0.0000000    139.113    14.928    EM
                                                    248.959
     2 -0.11045803D+04  105.1243735    0.0869009    152.941    11.408    EM
                                                    238.651
     3 -0.10830960D+04   21.4842754    0.0194502    156.553     9.300    EM
                                                    237.147
     4 -0.10781308D+04    4.9652079    0.0045843    158.296     8.001    EM
                                                    236.703
     5 -0.10759877D+04    2.1430327    0.0019877    159.787     7.256    EM
                                                    235.957
     6 -0.10750772D+04    0.9105466    0.0008462    161.498     6.634    EM
                                                    234.868


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 89


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13916038D+04    0.0000000    0.0000000     74.857    86.012    EM
                                                    242.131
     2 -0.13350197D+04   56.5840656    0.0406610     34.564   106.169    FS
                                                    262.268
     3 -0.11465537D+04  188.4659477    0.1411709     47.460   111.191    EM
                                                    244.348
     4 -0.10999701D+04   46.5836678    0.0406293     55.387   105.306    EM
                                                    242.308
     5 -0.10863133D+04   13.6567782    0.0124156     61.329    98.848    EM
                                                    242.823
     6 -0.10809849D+04    5.3284423    0.0049051     66.242    93.748    EM
                                                    243.011
     7 -0.10777797D+04    3.2051279    0.0029650     70.272    90.077    EM
                                                    242.651
     8 -0.10757719D+04    2.0078470    0.0018629     73.499    87.549    EM
                                                    241.952
     9 -0.10745272D+04    1.2447155    0.0011570     76.023    85.875    EM
                                                    241.102
    10 -0.10737549D+04    0.7723069    0.0007187     77.957    84.825    EM
                                                    240.218


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 90


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15458443D+04    0.0000000    0.0000000    110.368    22.868    EM
                                                    269.765
     2 -0.15058449D+04   39.9993830    0.0258754    118.350    10.497    FS
                                                    274.153
     3 -0.13610702D+04  144.7747102    0.0961418     60.218    94.164    FS
                                                    248.617
     4 -0.11216476D+04  239.4225830    0.1759076     39.182   119.409    EM
                                                    244.409
     5 -0.10942421D+04   27.4054627    0.0244332     28.564   129.892    EM
                                                    244.543
     6 -0.10831308D+04   11.1112972    0.0101543     23.837   133.626    EM
                                                    245.537
     7 -0.10774742D+04    5.6566352    0.0052225     21.714   134.411    EM
                                                    246.875
     8 -0.10745992D+04    2.8749803    0.0026683     20.893   134.390    EM
                                                    247.717
     9 -0.10732302D+04    1.3689708    0.0012739     20.676   134.367    EM
                                                    247.957
    10 -0.10726378D+04    0.5924753    0.0005520     20.706   134.553    EM
                                                    247.741


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 91


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14638065D+04    0.0000000    0.0000000     29.565    97.605    EM
                                                    275.829
     2 -0.12495268D+04  214.2796525    0.1463852     35.449    91.927    FS
                                                    275.624
     3 -0.11287999D+04  120.7269148    0.0966181     36.194    95.342    EM
                                                    271.464
     4 -0.10849839D+04   43.8160442    0.0388165      1.074   145.991    FS
                                                    255.935
     5 -0.10773957D+04    7.5881285    0.0069938      1.048   151.008    EM
                                                    250.944
     6 -0.10761928D+04    1.2029259    0.0011165      1.056   154.545    EM
                                                    247.398
     7 -0.10753712D+04    0.8215725    0.0007634      1.091   157.609    EM
                                                    244.300


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 92


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18853526D+04    0.0000000    0.0000000    335.480    16.708    EM
                                                     50.812
     2 -0.13868519D+04  498.5007405    0.2644072     62.084    79.593    FS
                                                    261.323
     3 -0.11683998D+04  218.4521279    0.1575166     44.025   108.578    EM
                                                    250.397
     4 -0.11242373D+04   44.1625001    0.0377974     27.389   129.145    EM
                                                    246.465
     5 -0.10991061D+04   25.1311637    0.0223540     17.443   141.110    EM
                                                    244.447
     6 -0.10861836D+04   12.9225141    0.0117573     12.077   147.885    EM
                                                    243.039
     7 -0.10796927D+04    6.4909382    0.0059759      9.211   152.160    EM
                                                    241.629
     8 -0.10763936D+04    3.2990198    0.0030555      7.657   155.289    EM
                                                    240.054
     9 -0.10746551D+04    1.7385055    0.0016151      6.799   157.846    EM
                                                    238.355
    10 -0.10736841D+04    0.9710748    0.0009036      6.307   160.080    EM
                                                    236.613


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 93


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16093131D+04    0.0000000    0.0000000     44.071    86.720    EM
                                                    272.209
     2 -0.11929625D+04  416.3506212    0.2587132     20.586   114.231    EM
                                                    268.182
     3 -0.11455919D+04   47.3705953    0.0397084      8.449   127.928    EM
                                                    266.623
     4 -0.11171304D+04   28.4614553    0.0248443      3.700   134.267    EM
                                                    265.033
     5 -0.10996923D+04   17.4381713    0.0156098      1.922   138.160    EM
                                                    262.918
     6 -0.10891640D+04   10.5283032    0.0095739      1.292   141.488    EM
                                                    260.219
     7 -0.10828481D+04    6.3158825    0.0057988      1.194   144.642    EM
                                                    257.164
     8 -0.10793583D+04    3.4897607    0.0032228      1.230   147.751    EM
                                                    254.019
     9 -0.10770650D+04    2.2932889    0.0021247      1.373   150.711    EM
                                                    250.917
    10 -0.10750032D+04    2.0618237    0.0019143      1.675   153.347    EM
                                                    247.979
    11 -0.10739782D+04    1.0250354    0.0009535      1.797   155.911    EM
                                                    245.292
    12 -0.10732392D+04    0.7389290    0.0006880      1.837   158.391    EM
                                                    242.772


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 94


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14859588D+04    0.0000000    0.0000000     18.308   110.336    EM
                                                    274.356
     2 -0.14118816D+04   74.0771696    0.0498514     19.119   110.242    FS
                                                    273.639
     3 -0.13458235D+04   66.0580542    0.0467872     29.559    99.980    FS
                                                    273.460
     4 -0.12362521D+04  109.5714396    0.0814159     40.597    97.236    FS
                                                    265.167
     5 -0.11662489D+04   70.0032446    0.0566254     49.150   100.970    FS
                                                    252.880
     6 -0.11206815D+04   45.5673939    0.0390718     82.627    91.454    FS
                                                    228.919
     7 -0.10995760D+04   21.1054418    0.0188327    136.149    52.553    FS
                                                    214.298
     8 -0.10868935D+04   12.6825230    0.0115340    129.325    50.869    FS
                                                    222.807
     9 -0.10786457D+04    8.2478464    0.0075885    131.253    58.212    FS
                                                    213.535
    10 -0.10739664D+04    4.6792655    0.0043381    115.166    74.795    FS
                                                    213.039
    11 -0.10712803D+04    2.6860827    0.0025011    117.696    83.042    FS
                                                    202.262
    12 -0.10703193D+04    0.9610547    0.0008971    101.253   104.304    FS
                                                    197.443


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 95


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14042895D+04    0.0000000    0.0000000     92.818    37.953    EM
                                                    272.229
     2 -0.11860208D+04  218.2686823    0.1554300     14.273   156.140    FS
                                                    232.587
     3 -0.11088684D+04   77.1523712    0.0650514      0.000   174.828    FS
                                                    228.172
     4 -0.10841555D+04   24.7129582    0.0222866      0.000   218.761    FS
                                                    184.239
     5 -0.10747994D+04    9.3560366    0.0086298      0.000   225.751    FS
                                                    177.249
     6 -0.10726930D+04    2.1064952    0.0019599      0.000   217.072    FS
                                                    185.928
     7 -0.10722691D+04    0.4238009    0.0003951      0.000   214.068    FS
                                                    188.932


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 96


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12786611D+04    0.0000000    0.0000000     39.587   130.488    EM
                                                    232.925
     2 -0.11383632D+04  140.2978537    0.1097225     35.193   127.460    EM
                                                    240.347
     3 -0.11147866D+04   23.5765902    0.0207110     32.619   125.061    EM
                                                    245.320
     4 -0.11012826D+04   13.5040313    0.0121136     30.971   124.063    EM
                                                    247.966
     5 -0.10914262D+04    9.8563592    0.0089499     29.954   124.157    EM
                                                    248.889
     6 -0.10844533D+04    6.9728951    0.0063888     29.423   125.009    EM
                                                    248.568
     7 -0.10797403D+04    4.7130016    0.0043460     29.263   126.339    EM
                                                    247.398
     8 -0.10766568D+04    3.0835804    0.0028559     29.362   127.940    EM
                                                    245.698
     9 -0.10746755D+04    1.9812659    0.0018402     29.621   129.679    EM
                                                    243.700
    10 -0.10734064D+04    1.2690798    0.0011809     29.960   131.475    EM
                                                    241.565
    11 -0.10725802D+04    0.8262487    0.0007697     30.323   133.282    EM
                                                    239.395


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 97


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17280091D+04    0.0000000    0.0000000     41.591    82.219    EM
                                                    279.190
     2 -0.12021360D+04  525.8730973    0.3043231      7.460   118.708    EM
                                                    276.832
     3 -0.11611605D+04   40.9755145    0.0340856      0.002   126.373    FS
                                                    276.625
     4 -0.11066168D+04   54.5437160    0.0469735      0.002   131.489    EM
                                                    271.509
     5 -0.10932308D+04   13.3860071    0.0120963      0.002   135.957    EM
                                                    267.041
     6 -0.10846266D+04    8.6041963    0.0078704      0.002   140.995    EM
                                                    262.003
     7 -0.10802574D+04    4.3692260    0.0040283      0.002   145.883    EM
                                                    257.115
     8 -0.10779318D+04    2.3255087    0.0021527      0.002   150.272    EM
                                                    252.726
     9 -0.10765390D+04    1.3928204    0.0012921      0.002   154.147    EM
                                                    248.851
    10 -0.10756230D+04    0.9160210    0.0008509      0.002   157.575    EM
                                                    245.423


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 98


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14891237D+04    0.0000000    0.0000000     14.063   117.988    EM
                                                    270.949
     2 -0.14649125D+04   24.2112099    0.0162587      5.723   123.861    FS
                                                    273.416
     3 -0.13645150D+04  100.3974731    0.0685348      0.158   138.468    FS
                                                    264.373
     4 -0.12921287D+04   72.3862510    0.0530491      0.000   160.759    FS
                                                    242.241
     5 -0.12240970D+04   68.0317311    0.0526509      0.000   194.436    FS
                                                    208.564
     6 -0.11671145D+04   56.9825384    0.0465507      0.000   224.709    FS
                                                    178.291
     7 -0.11208628D+04   46.2516627    0.0396291      0.000   228.003    FS
                                                    174.997
     8 -0.10898872D+04   30.9755733    0.0276355      0.000   210.776    FS
                                                    192.224
     9 -0.10752706D+04   14.6166295    0.0134111      0.000   201.682    FS
                                                    201.318
    10 -0.10723433D+04    2.9272600    0.0027223      0.000   204.184    FS
                                                    198.816
    11 -0.10722041D+04    0.1392832    0.0001299      0.000   209.726    FS
                                                    193.274


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 99


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18076499D+04    0.0000000    0.0000000      7.962   189.775    EM
                                                    205.263
     2 -0.14638380D+04  343.8118570    0.1901983      1.817   147.771    EM
                                                    253.412
     3 -0.12939313D+04  169.9067104    0.1160693      0.406   139.939    EM
                                                    262.655
     4 -0.11791910D+04  114.7403004    0.0886757      0.125   138.944    EM
                                                    263.931
     5 -0.11157312D+04   63.4597947    0.0538164      0.047   139.986    EM
                                                    262.967
     6 -0.10919356D+04   23.7955659    0.0213273      0.021   142.205    EM
                                                    260.774
     7 -0.10842755D+04    7.6601392    0.0070152      0.012   145.158    EM
                                                    257.830
     8 -0.10805116D+04    3.7639231    0.0034714      0.008   148.402    EM
                                                    254.590
     9 -0.10782387D+04    2.2729102    0.0021036      0.006   151.655    EM
                                                    251.340
    10 -0.10767924D+04    1.4462609    0.0013413      0.005   154.785    EM
                                                    248.210
    11 -0.10758210D+04    0.9714081    0.0009021      0.005   157.740    EM
                                                    245.255


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 100


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18670933D+04    0.0000000    0.0000000      1.659   121.759    EM
                                                    279.581
     2 -0.17332800D+04  133.8133227    0.0716693      1.487   122.103    FS
                                                    279.410
     3 -0.15401051D+04  193.1748944    0.1114505      0.000   123.736    FS
                                                    279.264
     4 -0.12497283D+04  290.3767921    0.1885435      0.000   124.734    EM
                                                    278.266
     5 -0.12379011D+04   11.8272225    0.0094638      0.000   128.232    FS
                                                    274.768
     6 -0.11472009D+04   90.7001462    0.0732693      0.000   135.364    FS
                                                    267.636
     7 -0.10921475D+04   55.0534361    0.0479894      0.000   152.566    FS
                                                    250.434
     8 -0.10744528D+04   17.6946939    0.0162017      0.000   181.510    FS
                                                    221.490
     9 -0.10723225D+04    2.1302801    0.0019827      0.000   203.690    FS
                                                    199.310
    10 -0.10722068D+04    0.1157331    0.0001079      0.000   209.429    FS
                                                    193.571


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 101


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13308374D+04    0.0000000    0.0000000     38.918    95.081    EM
                                                    269.001
     2 -0.12680440D+04   62.7933410    0.0471833     25.528   103.473    FS
                                                    273.998
     3 -0.10977121D+04  170.3319243    0.1343265     17.535   127.490    EM
                                                    257.975
     4 -0.10834227D+04   14.2894134    0.0130175     12.320   137.551    EM
                                                    253.129
     5 -0.10786253D+04    4.7974151    0.0044280      9.482   143.705    EM
                                                    249.813
     6 -0.10756902D+04    2.9350744    0.0027211      8.195   147.992    EM
                                                    246.813
     7 -0.10746233D+04    1.0668576    0.0009918      7.506   151.501    EM
                                                    243.993
     8 -0.10734919D+04    1.1313987    0.0010528      7.294   154.353    EM
                                                    241.353
     9 -0.10729510D+04    0.5409776    0.0005039      7.264   156.855    EM
                                                    238.880


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 102


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18896205D+04    0.0000000    0.0000000     36.966   146.993    EM
                                                    219.040
     2 -0.18802727D+04    9.3477904    0.0049469      0.026   241.124    FS
                                                    161.850
     3 -0.16271935D+04  253.0792459    0.1345971      0.000   270.687    FS
                                                    132.313
     4 -0.11038652D+04  523.3283031    0.3216141      0.000   244.687    EM
                                                    158.313
     5 -0.10911504D+04   12.7147936    0.0115184      0.000   228.215    EM
                                                    174.785
     6 -0.10842550D+04    6.8954447    0.0063194      0.000   218.120    EM
                                                    184.880
     7 -0.10799234D+04    4.3315237    0.0039949      0.000   211.834    EM
                                                    191.166
     8 -0.10770718D+04    2.8516424    0.0026406      0.000   207.806    EM
                                                    195.194
     9 -0.10752069D+04    1.8649118    0.0017315      0.000   205.170    EM
                                                    197.830
    10 -0.10740200D+04    1.1868392    0.0011038      0.000   203.440    EM
                                                    199.560
    11 -0.10732878D+04    0.7322127    0.0006817      0.000   202.322    EM
                                                    200.678


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 103


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15273934D+04    0.0000000    0.0000000     62.469    87.056    EM
                                                    253.475
     2 -0.13842866D+04  143.1067282    0.0936934     43.972    82.962    FS
                                                    276.066
     3 -0.11578827D+04  226.4039358    0.1635528     52.552    79.867    EM
                                                    270.581
     4 -0.11164098D+04   41.4729279    0.0358179     66.323    67.859    EM
                                                    268.818
     5 -0.10938786D+04   22.5311915    0.0201818     79.667    57.397    EM
                                                    265.936
     6 -0.10825970D+04   11.2815814    0.0103134     90.018    50.639    EM
                                                    262.343
     7 -0.10774874D+04    5.1095937    0.0047198     97.127    46.851    EM
                                                    259.022
     8 -0.10751819D+04    2.3055188    0.0021397    101.645    44.972    EM
                                                    256.382
     9 -0.10740724D+04    1.1095232    0.0010319    104.372    44.236    EM
                                                    254.392
    10 -0.10734752D+04    0.5972001    0.0005560    105.961    44.152    EM
                                                    252.887


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 104


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16873286D+04    0.0000000    0.0000000      7.756   126.245    EM
                                                    268.998
     2 -0.14923559D+04  194.9726539    0.1155511     10.669   123.244    FS
                                                    269.087
     3 -0.14530922D+04   39.2637267    0.0263099      0.002   131.202    FS
                                                    271.796
     4 -0.11988719D+04  254.2202828    0.1749512      0.002   125.374    EM
                                                    277.624
     5 -0.11141468D+04   84.7251401    0.0706707      0.003   129.314    EM
                                                    273.683
     6 -0.10933807D+04   20.7660665    0.0186385      0.004   134.473    EM
                                                    268.524
     7 -0.10851268D+04    8.2539121    0.0075490      0.005   139.618    EM
                                                    263.376
     8 -0.10810038D+04    4.1230159    0.0037996      0.007   144.359    EM
                                                    258.634
     9 -0.10786213D+04    2.3825302    0.0022040      0.008   148.626    EM
                                                    254.366
    10 -0.10771044D+04    1.5168764    0.0014063      0.010   152.450    EM
                                                    250.541
    11 -0.10760711D+04    1.0332917    0.0009593      0.011   155.886    EM
                                                    247.103
    12 -0.10753316D+04    0.7395075    0.0006872      0.013   158.989    EM
                                                    243.998


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 105


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11917514D+04    0.0000000    0.0000000      2.736   388.043    EM
                                                     12.221
     2 -0.10771565D+04  114.5948700    0.0961567      2.654   388.455    EM
                                                     11.891
     3 -0.10750630D+04    2.0934874    0.0019435      2.612   388.628    EM
                                                     11.759
     4 -0.10748623D+04    0.2007235    0.0001867      2.593   388.669    EM
                                                     11.738


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 106


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18580442D+04    0.0000000    0.0000000     57.679    72.679    EM
                                                    272.642
     2 -0.15966844D+04  261.3598123    0.1406639     53.563    76.647    FS
                                                    272.791
     3 -0.15028829D+04   93.8014771    0.0587477     13.817   113.239    FS
                                                    275.944
     4 -0.10968825D+04  406.0003444    0.2701477     15.259   119.186    EM
                                                    268.554
     5 -0.10822064D+04   14.6761575    0.0133799      1.611   153.547    FS
                                                    247.842
     6 -0.10745071D+04    7.6993075    0.0071145      1.857   159.486    EM
                                                    241.657
     7 -0.10732213D+04    1.2857802    0.0011966      2.494   161.945    EM
                                                    238.561
     8 -0.10712469D+04    1.9743914    0.0018397      3.546   163.222    EM
                                                    236.232
     9 -0.10696755D+04    1.5714441    0.0014669      4.384   164.436    EM
                                                    234.180
    10 -0.10689996D+04    0.6758953    0.0006319      4.921   165.859    EM
                                                    232.220


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 107


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15391826D+04    0.0000000    0.0000000      2.457   374.335    EM
                                                     26.209
     2 -0.11859456D+04  353.2370179    0.2294965      1.406   350.026    EM
                                                     51.568
     3 -0.11311347D+04   54.8109587    0.0462171      0.926   324.021    EM
                                                     78.053
     4 -0.11036049D+04   27.5297593    0.0243382      0.746   301.863    EM
                                                    100.392
     5 -0.10901200D+04   13.4849504    0.0122190      0.717   285.142    EM
                                                    117.141
     6 -0.10831880D+04    6.9319655    0.0063589      0.784   273.161    EM
                                                    129.055
     7 -0.10791988D+04    3.9891618    0.0036828      0.916   264.637    EM
                                                    137.447
     8 -0.10766589D+04    2.5399178    0.0023535      1.081   258.474    EM
                                                    143.444
     9 -0.10749943D+04    1.6645600    0.0015460      1.279   253.876    EM
                                                    147.846
    10 -0.10739056D+04    1.0887516    0.0010128      1.523   250.286    EM
                                                    151.192
    11 -0.10731116D+04    0.7939880    0.0007393      1.772   247.384    EM
                                                    153.844


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 108


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15480863D+04    0.0000000    0.0000000      0.000   145.526    EM
                                                    257.474
     2 -0.13985708D+04  149.5154853    0.0965808      0.000   146.062    FS
                                                    256.938
     3 -0.13929936D+04    5.5771688    0.0039878      0.000   146.063    FS
                                                    256.937
     4 -0.12233690D+04  169.6246478    0.1217699      0.000   147.422    EM
                                                    255.578
     5 -0.11560910D+04   67.2779928    0.0549940      0.000   144.573    EM
                                                    258.427
     6 -0.11258882D+04   30.2028015    0.0261249      0.000   142.857    EM
                                                    260.143
     7 -0.11088316D+04   17.0565235    0.0151494      0.000   142.701    EM
                                                    260.299
     8 -0.10966682D+04   12.1634650    0.0109696      0.000   143.779    EM
                                                    259.221
     9 -0.10883281D+04    8.3401161    0.0076050      0.000   145.735    EM
                                                    257.265
    10 -0.10829893D+04    5.3387309    0.0049054      0.000   148.243    EM
                                                    254.757
    11 -0.10796963D+04    3.2930177    0.0030407      0.000   151.031    EM
                                                    251.969
    12 -0.10776630D+04    2.0333615    0.0018833      0.000   153.900    EM
                                                    249.100
    13 -0.10763661D+04    1.2968957    0.0012034      0.000   156.727    EM
                                                    246.273
    14 -0.10754970D+04    0.8690835    0.0008074      0.000   159.442    EM
                                                    243.558


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 109


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23518217D+04    0.0000000    0.0000000    178.622     3.096    EM
                                                    221.281
     2 -0.20574770D+04  294.3447271    0.1251561    162.145     0.412    FS
                                                    240.443
     3 -0.14822336D+04  575.2433848    0.2795868    123.745     1.687    EM
                                                    277.568
     4 -0.14121539D+04   70.0796636    0.0472798    118.727     6.452    EM
                                                    277.821
     5 -0.13362462D+04   75.9077005    0.0537531    114.071    12.410    EM
                                                    276.519
     6 -0.12662914D+04   69.9548356    0.0523518    110.766    18.124    EM
                                                    274.110
     7 -0.11985299D+04   67.7614541    0.0535117    106.120    24.778    EM
                                                    272.102
     8 -0.11480278D+04   50.5021687    0.0421368    103.856    31.450    EM
                                                    267.694
     9 -0.11147349D+04   33.2929174    0.0290001    102.227    37.765    EM
                                                    263.008
    10 -0.10946327D+04   20.1021883    0.0180332    100.320    43.997    EM
                                                    258.684
    11 -0.10844527D+04   10.1799581    0.0092999     99.459    48.725    EM
                                                    254.816
    12 -0.10794782D+04    4.9745190    0.0045871     99.439    52.028    EM
                                                    251.533
    13 -0.10768762D+04    2.6020008    0.0024104     99.820    54.361    EM
                                                    248.818
    14 -0.10753799D+04    1.4963294    0.0013895    100.343    56.081    EM
                                                    246.576
    15 -0.10744404D+04    0.9394170    0.0008736    100.879    57.414    EM
                                                    244.707


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 110


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23872547D+04    0.0000000    0.0000000    118.180    14.289    EM
                                                    270.531
     2 -0.20260632D+04  361.1914843    0.1512999    112.549    22.453    FS
                                                    267.998
     3 -0.16885048D+04  337.5583862    0.1666080    112.264    22.269    FS
                                                    268.467
     4 -0.14055342D+04  282.9706249    0.1675865     91.361    40.446    FS
                                                    271.193
     5 -0.11239800D+04  281.5541409    0.2003182     79.154    53.579    EM
                                                    270.266
     6 -0.11003364D+04   23.6436689    0.0210357     70.530    65.509    EM
                                                    266.961
     7 -0.10874371D+04   12.8992838    0.0117230     64.444    75.577    EM
                                                    262.979
     8 -0.10804142D+04    7.0228387    0.0064582     60.395    83.535    EM
                                                    259.070
     9 -0.10766936D+04    3.7206521    0.0034437     57.864    89.498    EM
                                                    255.638
    10 -0.10747039D+04    1.9897143    0.0018480     56.398    93.806    EM
                                                    252.796
    11 -0.10736431D+04    1.0608307    0.0009871     55.646    96.852    EM
                                                    250.501
    12 -0.10730538D+04    0.5892711    0.0005489     55.353    98.959    EM
                                                    248.689


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 111


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12503373D+04    0.0000000    0.0000000      5.855   156.527    EM
                                                    240.618
     2 -0.12229663D+04   27.3709762    0.0218909      0.000   184.425    FS
                                                    218.574
     3 -0.11504899D+04   72.4764426    0.0592628      0.000   160.767    EM
                                                    242.232
     4 -0.11280732D+04   22.4166673    0.0194845      0.000   152.510    EM
                                                    250.490
     5 -0.11117249D+04   16.3483320    0.0144923      0.000   149.409    EM
                                                    253.591
     6 -0.10992233D+04   12.5016419    0.0112453      0.000   148.617    EM
                                                    254.383
     7 -0.10902239D+04    8.9993176    0.0081870      0.000   149.212    EM
                                                    253.788
     8 -0.10841849D+04    6.0390048    0.0055392      0.001   150.720    EM
                                                    252.280
     9 -0.10803492D+04    3.8357590    0.0035379      0.001   152.792    EM
                                                    250.207
    10 -0.10779747D+04    2.3744502    0.0021979      0.001   155.165    EM
                                                    247.834
    11 -0.10764931D+04    1.4815833    0.0013744      0.001   157.653    EM
                                                    245.347
    12 -0.10755348D+04    0.9583203    0.0008902      0.001   160.136    EM
                                                    242.863


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 112


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12120176D+04    0.0000000    0.0000000     22.041   344.298    EM
                                                     36.661
     2 -0.11380445D+04   73.9730784    0.0610330      8.570   315.053    FS
                                                     79.377
     3 -0.10744819D+04   63.5625475    0.0558524      8.861   311.519    EM
                                                     82.620
     4 -0.10730563D+04    1.4256645    0.0013268      9.500   308.176    EM
                                                     85.324
     5 -0.10721111D+04    0.9451192    0.0008808     10.051   305.296    EM
                                                     87.654


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 113


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20814418D+04    0.0000000    0.0000000     85.282    42.530    EM
                                                    275.188
     2 -0.17016924D+04  379.7493612    0.1824453     88.004    40.653    FS
                                                    274.343
     3 -0.13789226D+04  322.7698444    0.1896758     94.025    35.884    FS
                                                    273.091
     4 -0.13403009D+04   38.6217103    0.0280086     97.964    38.586    FS
                                                    266.450
     5 -0.10938528D+04  246.4481210    0.1838752     99.099    39.062    EM
                                                    264.839
     6 -0.10816243D+04   12.2284445    0.0111792    101.110    40.725    EM
                                                    261.165
     7 -0.10782288D+04    3.3954791    0.0031392    102.502    42.668    EM
                                                    257.830
     8 -0.10765196D+04    1.7092534    0.0015852    103.264    44.548    EM
                                                    255.188
     9 -0.10754177D+04    1.1018995    0.0010236    103.735    46.251    EM
                                                    253.013
    10 -0.10746685D+04    0.7492139    0.0006967    104.117    47.755    EM
                                                    251.128


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 114


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13312119D+04    0.0000000    0.0000000    136.710    23.739    EM
                                                    242.551
     2 -0.11517730D+04  179.4388909    0.1347936    129.094    10.570    EM
                                                    263.336
     3 -0.11194419D+04   32.3310578    0.0280707    131.989     6.185    EM
                                                    264.826
     4 -0.11018307D+04   17.6111935    0.0157321    135.561     4.187    EM
                                                    263.252
     5 -0.10906199D+04   11.2108359    0.0101747    139.041     3.266    EM
                                                    260.694
     6 -0.10838478D+04    6.7721045    0.0062094    142.459     2.892    EM
                                                    257.649
     7 -0.10798359D+04    4.0118933    0.0037015    145.761     2.825    EM
                                                    254.414
     8 -0.10773954D+04    2.4405395    0.0022601    148.867     2.947    EM
                                                    251.186
     9 -0.10758203D+04    1.5750377    0.0014619    151.729     3.190    EM
                                                    248.080
    10 -0.10747323D+04    1.0880580    0.0010114    154.342     3.509    EM
                                                    245.149
    11 -0.10739360D+04    0.7962217    0.0007409    156.726     3.866    EM
                                                    242.409


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 115


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14933919D+04    0.0000000    0.0000000     15.417   162.632    EM
                                                    224.952
     2 -0.14102960D+04   83.0958779    0.0556424      2.659   165.371    FS
                                                    234.970
     3 -0.13345345D+04   75.7615430    0.0537203      0.000   233.857    FS
                                                    169.143
     4 -0.12701474D+04   64.3870800    0.0482468      0.000   281.779    FS
                                                    121.221
     5 -0.12079107D+04   62.2367410    0.0489996      0.000   278.146    FS
                                                    124.854
     6 -0.11564110D+04   51.4996341    0.0426353      0.000   240.653    FS
                                                    162.347
     7 -0.11140046D+04   42.4064152    0.0366707      0.000   215.276    FS
                                                    187.724
     8 -0.10862864D+04   27.7181980    0.0248816      0.000   199.408    FS
                                                    203.592
     9 -0.10744327D+04   11.8537028    0.0109121      0.000   196.084    FS
                                                    206.916
    10 -0.10723147D+04    2.1180484    0.0019713      0.000   203.018    FS
                                                    199.982
    11 -0.10722011D+04    0.1135395    0.0001059      0.000   210.197    FS
                                                    192.803


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 116


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19683470D+04    0.0000000    0.0000000     86.672    36.481    EM
                                                    279.847
     2 -0.16396638D+04  328.6832822    0.1669844     88.051    35.754    FS
                                                    279.195
     3 -0.14358052D+04  203.8585459    0.1243295     79.208    44.645    FS
                                                    279.147
     4 -0.13153494D+04  120.4557787    0.0838942     60.022    64.738    FS
                                                    278.240
     5 -0.12274979D+04   87.8515698    0.0667895     67.071    60.100    FS
                                                    275.829
     6 -0.11463015D+04   81.1963676    0.0661479     79.583    54.895    FS
                                                    268.522
     7 -0.11347272D+04   11.5743173    0.0100971    112.202    49.774    FS
                                                    241.024
     8 -0.10946526D+04   40.0745843    0.0353165    303.512     0.369    FS
                                                     99.119
     9 -0.10856393D+04    9.0132889    0.0082339    303.539     0.354    EM
                                                     99.107
    10 -0.10815172D+04    4.1221077    0.0037969    301.549     0.484    EM
                                                    100.967
    11 -0.10783434D+04    3.1738002    0.0029346    298.275     1.022    EM
                                                    103.703
    12 -0.10752675D+04    3.0758961    0.0028524    294.407     1.833    EM
                                                    106.761
    13 -0.10730453D+04    2.2222312    0.0020667    290.612     2.554    EM
                                                    109.834
    14 -0.10715481D+04    1.4971991    0.0013953    287.067     3.203    EM
                                                    112.730
    15 -0.10703072D+04    1.2408793    0.0011580    283.752     3.885    EM
                                                    115.363
    16 -0.10692502D+04    1.0569371    0.0009875    280.767     4.517    EM
                                                    117.716
    17 -0.10685521D+04    0.6981467    0.0006529    278.229     4.980    EM
                                                    119.791


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 117


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14122696D+04    0.0000000    0.0000000     27.727   111.628    EM
                                                    263.645
     2 -0.12342346D+04  178.0349535    0.1260630     35.030   106.826    FS
                                                    261.144
     3 -0.11693762D+04   64.8583830    0.0525495      1.854   155.707    FS
                                                    245.439
     4 -0.11174907D+04   51.8855612    0.0443703      0.000   197.528    FS
                                                    205.472
     5 -0.10804324D+04   37.0582977    0.0331621      0.000   215.537    FS
                                                    187.463
     6 -0.10726613D+04    7.7710675    0.0071926      0.000   209.310    FS
                                                    193.690
     7 -0.10722170D+04    0.4442850    0.0004142      0.000   211.195    FS
                                                    191.805


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 118


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14173190D+04    0.0000000    0.0000000      0.240   385.611    EM
                                                     17.150
     2 -0.13335773D+04   83.7416781    0.0590846      0.223   385.779    FS
                                                     16.998
     3 -0.12254992D+04  108.0780953    0.0810437      0.097   366.340    EM
                                                     36.564
     4 -0.11669764D+04   58.5227705    0.0477542      0.054   341.059    EM
                                                     61.888
     5 -0.11312604D+04   35.7159872    0.0306056      0.044   315.177    EM
                                                     87.780
     6 -0.11097691D+04   21.4913104    0.0189977      0.064   292.713    EM
                                                    110.223
     7 -0.10968201D+04   12.9490540    0.0116682      0.234   274.996    EM
                                                    127.771
     8 -0.10874771D+04    9.3429234    0.0085182      0.884   261.316    EM
                                                    140.801
     9 -0.10808929D+04    6.5842203    0.0060546      1.060   251.556    EM
                                                    150.384
    10 -0.10770335D+04    3.8594071    0.0035706      1.060   244.573    EM
                                                    157.367
    11 -0.10743884D+04    2.6451193    0.0024559      1.052   239.461    EM
                                                    162.487
    12 -0.10725665D+04    1.8218745    0.0016957      1.047   235.659    EM
                                                    166.294
    13 -0.10713358D+04    1.2306963    0.0011474      1.044   232.790    EM
                                                    169.166
    14 -0.10705240D+04    0.8118190    0.0007578      1.043   230.597    EM
                                                    171.360


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 119


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13915684D+04    0.0000000    0.0000000      0.004   388.200    EM
                                                     14.796
     2 -0.13909280D+04    0.6404212    0.0004602      0.000   389.414    FS
                                                     13.586


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 120


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13440648D+04    0.0000000    0.0000000    111.937    17.179    EM
                                                    273.883
     2 -0.12322905D+04  111.7742859    0.0831614    105.839    22.227    EM
                                                    274.934
     3 -0.11800155D+04   52.2750077    0.0424210    102.154    26.944    EM
                                                    273.903
     4 -0.11410227D+04   38.9927681    0.0330443    101.010    29.978    EM
                                                    272.013
     5 -0.11142608D+04   26.7618852    0.0234543    102.000    31.654    EM
                                                    269.346
     6 -0.10975440D+04   16.7168784    0.0150027    104.337    32.610    EM
                                                    266.053
     7 -0.10877210D+04    9.8229429    0.0089499    107.319    33.283    EM
                                                    262.398
     8 -0.10820659D+04    5.6551239    0.0051991    110.475    33.882    EM
                                                    258.642
     9 -0.10787568D+04    3.3090376    0.0030581    113.544    34.482    EM
                                                    254.974
    10 -0.10767380D+04    2.0188386    0.0018714    116.408    35.094    EM
                                                    251.498
    11 -0.10754379D+04    1.3000774    0.0012074    119.030    35.714    EM
                                                    248.256
    12 -0.10745532D+04    0.8847598    0.0008227    121.412    36.332    EM
                                                    245.257


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 121


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16908114D+04    0.0000000    0.0000000    182.360   208.954    EM
                                                     11.686
     2 -0.15375766D+04  153.2347951    0.0906280      9.248   383.586    FS
                                                     10.166
     3 -0.11932528D+04  344.3238203    0.2239393      0.000   269.564    FS
                                                    133.436
     4 -0.11311622D+04   62.0906207    0.0520348      0.000   250.194    FS
                                                    152.806
     5 -0.10932899D+04   37.8722496    0.0334808      0.000   217.363    FS
                                                    185.637
     6 -0.10781509D+04   15.1389940    0.0138472      0.000   201.638    FS
                                                    201.362
     7 -0.10733383D+04    4.8126638    0.0044638      0.000   204.117    FS
                                                    198.883
     8 -0.10723244D+04    1.0139170    0.0009446      0.000   209.474    FS
                                                    193.526
     9 -0.10722076D+04    0.1167338    0.0001089      0.000   211.669    FS
                                                    191.331


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 122


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15472428D+04    0.0000000    0.0000000     52.947    80.644    EM
                                                    269.409
     2 -0.12253555D+04  321.8873320    0.2080393     25.986   104.075    FS
                                                    272.939
     3 -0.11575725D+04   67.7829855    0.0553170      0.553   127.689    FS
                                                    274.758
     4 -0.10993778D+04   58.1946668    0.0502730      0.623   133.611    EM
                                                    268.766
     5 -0.10863650D+04   13.0128271    0.0118365      0.615   138.787    EM
                                                    263.598
     6 -0.10813033D+04    5.0616889    0.0046593      0.625   143.790    EM
                                                    258.585
     7 -0.10786677D+04    2.6356383    0.0024375      0.615   148.361    EM
                                                    254.025
     8 -0.10770577D+04    1.6099972    0.0014926      0.612   152.381    EM
                                                    250.007
     9 -0.10759962D+04    1.0614681    0.0009855      0.616   155.943    EM
                                                    246.441
    10 -0.10752746D+04    0.7215927    0.0006706      0.603   159.147    EM
                                                    243.250


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 123


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19511907D+04    0.0000000    0.0000000    111.764    15.674    EM
                                                    275.562
     2 -0.16482696D+04  302.9210606    0.1552493    105.545    21.801    FS
                                                    275.654
     3 -0.15085703D+04  139.6993286    0.0847551    104.997    21.568    FS
                                                    276.435
     4 -0.13798408D+04  128.7294693    0.0853321     39.546    87.363    FS
                                                    276.091
     5 -0.11867448D+04  193.0960578    0.1399408     10.170   120.786    EM
                                                    272.044
     6 -0.11285528D+04   58.1919991    0.0490350      2.477   131.214    EM
                                                    269.309
     7 -0.11039839D+04   24.5688859    0.0217703      0.771   135.839    EM
                                                    266.390
     8 -0.10913995D+04   12.5843521    0.0113990      0.377   139.555    EM
                                                    263.067
     9 -0.10844257D+04    6.9738489    0.0063898      0.349   143.154    EM
                                                    259.497
    10 -0.10803057D+04    4.1199609    0.0037992      0.535   146.547    EM
                                                    255.918
    11 -0.10774920D+04    2.8137106    0.0026046      0.943   149.539    EM
                                                    252.518
    12 -0.10753450D+04    2.1470455    0.0019926      1.363   152.226    EM
                                                    249.411
    13 -0.10739945D+04    1.3504797    0.0012559      1.580   154.825    EM
                                                    246.595
    14 -0.10731748D+04    0.8196826    0.0007632      1.668   157.349    EM
                                                    243.983


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 124


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14308048D+04    0.0000000    0.0000000      0.212   142.881    EM
                                                    259.907
     2 -0.14094795D+04   21.3253128    0.0149044      0.000   143.061    FS
                                                    259.939
     3 -0.12122884D+04  197.1910150    0.1399034      0.000   141.815    EM
                                                    261.185
     4 -0.11389962D+04   73.2922481    0.0604578      0.000   140.257    EM
                                                    262.743
     5 -0.11097027D+04   29.2934874    0.0257187      0.000   140.540    EM
                                                    262.460
     6 -0.10961603D+04   13.5424182    0.0122036      0.000   142.131    EM
                                                    260.869
     7 -0.10878789D+04    8.2813580    0.0075549      0.000   144.534    EM
                                                    258.466
     8 -0.10827109D+04    5.1680147    0.0047505      0.000   147.381    EM
                                                    255.619
     9 -0.10795574D+04    3.1534743    0.0029126      0.000   150.411    EM
                                                    252.589
    10 -0.10776080D+04    1.9494665    0.0018058      0.000   153.447    EM
                                                    249.553
    11 -0.10763530D+04    1.2550064    0.0011646      0.000   156.388    EM
                                                    246.612
    12 -0.10755018D+04    0.8511924    0.0007908      0.000   159.182    EM
                                                    243.818


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 125


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16698723D+04    0.0000000    0.0000000     42.810   193.440    EM
                                                    166.750
     2 -0.14789510D+04  190.9213766    0.1143329      8.267   218.148    FS
                                                    176.584
     3 -0.13024115D+04  176.5394726    0.1193680      0.047   142.764    FS
                                                    260.189
     4 -0.11185713D+04  183.8401517    0.1411537      0.043   133.848    EM
                                                    269.110
     5 -0.10964523D+04   22.1190351    0.0197744      0.034   136.501    EM
                                                    266.465
     6 -0.10872370D+04    9.2152605    0.0084046      0.024   140.410    EM
                                                    262.566
     7 -0.10822621D+04    4.9749089    0.0045757      0.023   144.428    EM
                                                    258.549
     8 -0.10793782D+04    2.8838985    0.0026647      0.020   148.284    EM
                                                    254.695
     9 -0.10775868D+04    1.7913942    0.0016597      0.017   151.885    EM
                                                    251.098
    10 -0.10763998D+04    1.1870460    0.0011016      0.013   155.210    EM
                                                    247.777
    11 -0.10755690D+04    0.8307904    0.0007718      0.008   158.269    EM
                                                    244.723


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 126


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12555882D+04    0.0000000    0.0000000     58.045    72.763    EM
                                                    272.193
     2 -0.12222344D+04   33.3537349    0.0265642    123.915     7.790    FS
                                                    271.295
     3 -0.11287520D+04   93.4823840    0.0764848    124.952     5.317    EM
                                                    272.731
     4 -0.11129834D+04   15.7686305    0.0139700    145.521     0.000    FS
                                                    257.479
     5 -0.10847548D+04   28.2285689    0.0253630    160.770     0.000    FS
                                                    242.230
     6 -0.10742921D+04   10.4627690    0.0096453    185.843     0.000    FS
                                                    217.157
     7 -0.10723250D+04    1.9671101    0.0018311    205.942     0.000    FS
                                                    197.058
     8 -0.10722084D+04    0.1165699    0.0001087    209.124     0.000    FS
                                                    193.876


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 127


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13472570D+04    0.0000000    0.0000000     32.968    96.206    EM
                                                    273.825
     2 -0.13268034D+04   20.4536909    0.0151817     14.480   113.275    FS
                                                    275.245
     3 -0.11519223D+04  174.8810093    0.1318063     21.900   110.534    EM
                                                    270.566
     4 -0.11169706D+04   34.9517454    0.0303421     32.810   101.894    EM
                                                    268.296
     5 -0.10979184D+04   19.0522359    0.0170571     42.683    95.217    EM
                                                    265.100
     6 -0.10869175D+04   11.0008550    0.0100197     51.008    90.455    EM
                                                    261.538
     7 -0.10806589D+04    6.2585676    0.0057581     57.869    86.999    EM
                                                    258.132
     8 -0.10771265D+04    3.5324692    0.0032688     63.418    84.500    EM
                                                    255.082
     9 -0.10751175D+04    2.0090192    0.0018652     67.836    82.724    EM
                                                    252.440
    10 -0.10739467D+04    1.1707971    0.0010890     71.318    81.486    EM
                                                    250.196
    11 -0.10732420D+04    0.7046880    0.0006562     74.042    80.645    EM
                                                    248.313


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 128


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12269354D+04    0.0000000    0.0000000     15.533   165.580    EM
                                                    221.887
     2 -0.11317481D+04   95.1872456    0.0775813     20.917   154.987    EM
                                                    227.096
     3 -0.11079344D+04   23.8137332    0.0210415     27.087   143.484    EM
                                                    232.430
     4 -0.10951960D+04   12.7383697    0.0114974     32.814   134.007    EM
                                                    236.179
     5 -0.10868332D+04    8.3628662    0.0076360     37.563   127.038    EM
                                                    238.399
     6 -0.10814362D+04    5.3969449    0.0049658     41.291   122.239    EM
                                                    239.470
     7 -0.10780517D+04    3.3845343    0.0031297     44.161   119.078    EM
                                                    239.760
     8 -0.10759736D+04    2.0780936    0.0019276     46.368   117.078    EM
                                                    239.554
     9 -0.10747101D+04    1.2634913    0.0011743     48.077   115.873    EM
                                                    239.051
    10 -0.10739385D+04    0.7716214    0.0007180     49.414   115.201    EM
                                                    238.385


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 129


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16520557D+04    0.0000000    0.0000000      0.878   379.807    EM
                                                     22.316
     2 -0.13438410D+04  308.2147709    0.1865644      1.059   378.686    FS
                                                     23.256
     3 -0.12302193D+04  113.6216320    0.0845499      0.702   379.307    FS
                                                     22.991
     4 -0.12203255D+04    9.8938400    0.0080423      0.000   195.117    FS
                                                    207.883
     5 -0.11225339D+04   97.7916133    0.0801357      0.000   206.085    EM
                                                    196.915
     6 -0.10877074D+04   34.8264919    0.0310249      0.000   207.339    EM
                                                    195.661
     7 -0.10796461D+04    8.0613079    0.0074113      0.000   205.727    EM
                                                    197.273
     8 -0.10768049D+04    2.8411657    0.0026316      0.000   203.642    EM
                                                    199.358
     9 -0.10750415D+04    1.7633815    0.0016376      0.000   201.858    EM
                                                    201.142
    10 -0.10739224D+04    1.1191354    0.0010410      0.000   200.553    EM
                                                    202.447
    11 -0.10732359D+04    0.6865065    0.0006393      0.000   199.691    EM
                                                    203.309


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 130


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.24660984D+04    0.0000000    0.0000000      0.000   165.380    EM
                                                    237.620
     2 -0.20774370D+04  388.6614045    0.1576017      0.000   170.229    FS
                                                    232.771
     3 -0.17264935D+04  350.9435451    0.1689310      0.000   170.157    FS
                                                    232.843
     4 -0.14615181D+04  264.9753459    0.1534760      0.000   170.161    FS
                                                    232.839
     5 -0.13677073D+04   93.8108083    0.0641872      0.000   170.161    FS
                                                    232.839
     6 -0.13668071D+04    0.9002665    0.0006582      0.000   170.161    FS
                                                    232.839


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 131


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13423287D+04    0.0000000    0.0000000    118.542    35.134    EM
                                                    249.323
     2 -0.13109462D+04   31.3824601    0.0233791    137.135     0.172    FS
                                                    265.693
     3 -0.11848202D+04  126.1259961    0.0962099    138.743     0.000    EM
                                                    264.257
     4 -0.11833140D+04    1.5062262    0.0012713    138.740     0.000    FS
                                                    264.260
     5 -0.11417544D+04   41.5596223    0.0351214    137.953     0.000    EM
                                                    265.047
     6 -0.11194524D+04   22.3020251    0.0195331    138.275     0.000    EM
                                                    264.725
     7 -0.11036437D+04   15.8086180    0.0141217    139.724     0.000    EM
                                                    263.276
     8 -0.10926726D+04   10.9711210    0.0099408    142.023     0.000    EM
                                                    260.977
     9 -0.10856478D+04    7.0247890    0.0064290    144.865     0.000    EM
                                                    258.135
    10 -0.10813561D+04    4.2917136    0.0039531    147.973     0.000    EM
                                                    255.027
    11 -0.10787454D+04    2.6107234    0.0024143    151.140     0.000    EM
                                                    251.860
    12 -0.10771082D+04    1.6372330    0.0015177    154.234     0.000    EM
                                                    248.766
    13 -0.10760294D+04    1.0787780    0.0010016    157.184     0.000    EM
                                                    245.816
    14 -0.10752799D+04    0.7495262    0.0006966    159.959     0.000    EM
                                                    243.041


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 132


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13203851D+04    0.0000000    0.0000000      2.801   394.055    EM
                                                      6.144
     2 -0.11213362D+04  199.0489368    0.1507507      4.516   390.226    EM
                                                      8.258
     3 -0.10899415D+04   31.3946911    0.0279976      5.081   388.122    EM
                                                      9.797
     4 -0.10801713D+04    9.7701884    0.0089640      5.187   387.000    EM
                                                     10.812
     5 -0.10766718D+04    3.4995126    0.0032398      5.169   386.372    EM
                                                     11.459
     6 -0.10752923D+04    1.3794639    0.0012812      5.100   386.024    EM
                                                     11.876
     7 -0.10747060D+04    0.5862825    0.0005452      5.002   385.842    EM
                                                     12.156


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 133


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18960956D+04    0.0000000    0.0000000      1.505   121.028    EM
                                                    280.467
     2 -0.15668188D+04  329.2768057    0.1736604     72.204    55.999    FS
                                                    274.797
     3 -0.14977560D+04   69.0628462    0.0440784     72.446    56.382    FS
                                                    274.172
     4 -0.13795731D+04  118.1828781    0.0789066     82.476    49.963    FS
                                                    270.561
     5 -0.12843583D+04   95.2147560    0.0690176     82.449    48.761    FS
                                                    271.790
     6 -0.11172785D+04  167.0798318    0.1300882     81.666    56.936    EM
                                                    264.398
     7 -0.10986263D+04   18.6522487    0.0166944     75.725    65.216    EM
                                                    262.059
     8 -0.10880507D+04   10.5755798    0.0096262     70.393    73.071    EM
                                                    259.536
     9 -0.10816342D+04    6.4164922    0.0058972     66.423    79.914    EM
                                                    256.663
    10 -0.10779257D+04    3.7084589    0.0034286     63.696    85.563    EM
                                                    253.741
    11 -0.10758818D+04    2.0439060    0.0018961     61.997    89.959    EM
                                                    251.044
    12 -0.10745516D+04    1.3301762    0.0012364     61.022    93.248    EM
                                                    248.730
    13 -0.10737162D+04    0.8354175    0.0007775     60.547    95.720    EM
                                                    246.733


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 134


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19237466D+04    0.0000000    0.0000000      0.014   261.616    EM
                                                    141.370
     2 -0.13694779D+04  554.2686956    0.2881194      0.005   139.330    EM
                                                    263.665
     3 -0.11935896D+04  175.8882789    0.1284346      0.005   129.291    EM
                                                    273.705
     4 -0.11537637D+04   39.8258803    0.0333665      0.005   130.114    EM
                                                    272.881
     5 -0.11239954D+04   29.7683840    0.0258011      0.007   132.320    EM
                                                    270.673
     6 -0.11040182D+04   19.9771530    0.0177733      0.009   135.346    EM
                                                    267.645
     7 -0.10919347D+04   12.0835097    0.0109450      0.011   138.904    EM
                                                    264.085
     8 -0.10849852D+04    6.9495436    0.0063644      0.014   142.688    EM
                                                    260.298
     9 -0.10809801D+04    4.0050840    0.0036914      0.017   146.459    EM
                                                    256.523
    10 -0.10785773D+04    2.4027255    0.0022227      0.021   150.074    EM
                                                    252.905
    11 -0.10770496D+04    1.5277197    0.0014164      0.025   153.465    EM
                                                    249.510
    12 -0.10760189D+04    1.0307201    0.0009570      0.030   156.611    EM
                                                    246.359
    13 -0.10752866D+04    0.7322664    0.0006805      0.036   159.515    EM
                                                    243.449


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 135


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15968876D+04    0.0000000    0.0000000    314.537    50.482    EM
                                                     37.981
     2 -0.12885494D+04  308.3381540    0.1930870    285.684    47.267    FS
                                                     70.049
     3 -0.11704934D+04  118.0560173    0.0916193    389.579    12.007    FS
                                                      1.415
     4 -0.10941194D+04   76.3740194    0.0652494    393.147     8.577    EM
                                                      1.276
     5 -0.10853290D+04    8.7903577    0.0080342    395.346     6.451    EM
                                                      1.203
     6 -0.10827900D+04    2.5390680    0.0023394    396.971     4.867    EM
                                                      1.162
     7 -0.10805089D+04    2.2810369    0.0021066    397.307     4.555    EM
                                                      1.138
     8 -0.10794721D+04    1.0368277    0.0009596    397.454     4.420    EM
                                                      1.126
     9 -0.10786924D+04    0.7797301    0.0007223    397.456     4.423    EM
                                                      1.121


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 136


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11762919D+04    0.0000000    0.0000000      3.097   393.232    EM
                                                      6.671
     2 -0.10948831D+04   81.4087421    0.0692079      3.302   393.363    EM
                                                      6.335
     3 -0.10860763D+04    8.8067762    0.0080436      3.610   393.165    EM
                                                      6.225
     4 -0.10819554D+04    4.1209181    0.0037943      3.940   392.797    EM
                                                      6.264
     5 -0.10795293D+04    2.4260910    0.0022423      4.331   392.272    EM
                                                      6.397
     6 -0.10778801D+04    1.6492683    0.0015278      4.826   391.584    EM
                                                      6.590
     7 -0.10766072D+04    1.2728533    0.0011809      5.444   390.738    EM
                                                      6.817
     8 -0.10755276D+04    1.0795721    0.0010028      6.183   389.755    EM
                                                      7.063
     9 -0.10745253D+04    1.0023072    0.0009319      6.992   388.693    EM
                                                      7.315
    10 -0.10735356D+04    0.9897663    0.0009211      7.734   387.697    EM
                                                      7.568


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 137


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12647264D+04    0.0000000    0.0000000      2.540   354.780    EM
                                                     45.680
     2 -0.11639875D+04  100.7388794    0.0796527      0.008   390.975    FS
                                                     12.017
     3 -0.10935725D+04   70.4149362    0.0604946      0.004   391.818    EM
                                                     11.178
     4 -0.10856681D+04    7.9044772    0.0072281      0.002   392.298    EM
                                                     10.699
     5 -0.10814928D+04    4.1752687    0.0038458      0.001   392.596    EM
                                                     10.402
     6 -0.10790723D+04    2.4204427    0.0022381      0.001   392.791    EM
                                                     10.208
     7 -0.10775956D+04    1.4767067    0.0013685      0.000   392.920    EM
                                                     10.080
     8 -0.10766627D+04    0.9329434    0.0008658      0.000   393.003    EM
                                                      9.997


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 138


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13455774D+04    0.0000000    0.0000000     13.346   116.808    EM
                                                    272.846
     2 -0.11898688D+04  155.7086193    0.1157188      7.907   121.768    FS
                                                    273.325
     3 -0.11514935D+04   38.3753158    0.0322517      4.560   133.420    FS
                                                    265.020
     4 -0.11004432D+04   51.0503323    0.0443340      4.091   158.161    FS
                                                    240.748
     5 -0.10763394D+04   24.1037922    0.0219037      0.058   188.306    FS
                                                    214.636
     6 -0.10724853D+04    3.8540552    0.0035807      0.084   192.550    EM
                                                    210.366
     7 -0.10722926D+04    0.1927016    0.0001797      0.146   194.266    EM
                                                    208.589


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 139


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26063237D+04    0.0000000    0.0000000     23.772    97.667    EM
                                                    281.561
     2 -0.22727713D+04  333.5523854    0.1279781     22.319    99.162    FS
                                                    281.519
     3 -0.20291991D+04  243.5722737    0.1071697     20.492   101.213    FS
                                                    281.295
     4 -0.20078884D+04   21.3107240    0.0105020     14.986   107.092    FS
                                                    280.922
     5 -0.18936562D+04  114.2321369    0.0568917     13.914   110.665    FS
                                                    278.421
     6 -0.18036635D+04   89.9927516    0.0475233     14.507   119.177    FS
                                                    269.316
     7 -0.17118388D+04   91.8246609    0.0509101     13.702   144.752    FS
                                                    244.545
     8 -0.16287784D+04   83.0604338    0.0485212     11.290   192.441    FS
                                                    199.269
     9 -0.15545796D+04   74.1988174    0.0455549      7.716   241.315    FS
                                                    153.969
    10 -0.15348924D+04   19.6871809    0.0126640     11.943   351.584    FS
                                                     39.472
    11 -0.14781369D+04   56.7554882    0.0369769     25.640   252.857    FS
                                                    124.502
    12 -0.14623323D+04   15.8045684    0.0106922    175.308   166.723    FS
                                                     60.969
    13 -0.10931345D+04  369.1977935    0.2524719    162.309   185.442    EM
                                                     55.250
    14 -0.10785538D+04   14.5807365    0.0133385    156.582   193.247    EM
                                                     53.170
    15 -0.10748926D+04    3.6611727    0.0033945    154.149   196.510    EM
                                                     52.341
    16 -0.10733439D+04    1.5487149    0.0014408    152.989   198.055    EM
                                                     51.956
    17 -0.10725924D+04    0.7515344    0.0007002    152.408   198.840    EM
                                                     51.752


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 140


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16645634D+04    0.0000000    0.0000000     50.186   139.159    EM
                                                    213.656
     2 -0.15060164D+04  158.5469614    0.0952484     44.077   183.650    FS
                                                    175.274
     3 -0.13222956D+04  183.7208179    0.1219912     11.890   154.003    FS
                                                    237.108
     4 -0.12710502D+04   51.2454419    0.0387549      9.639   200.859    FS
                                                    192.502
     5 -0.12030696D+04   67.9805547    0.0534838     11.024   228.647    FS
                                                    163.329
     6 -0.11551490D+04   47.9205926    0.0398319     14.040   209.140    FS
                                                    179.820
     7 -0.11247322D+04   30.4167562    0.0263315     18.031   175.858    FS
                                                    209.111
     8 -0.11046935D+04   20.0387633    0.0178165     13.043   164.499    FS
                                                    225.458
     9 -0.10978693D+04    6.8241553    0.0061774     23.041   154.657    FS
                                                    225.302
    10 -0.10867646D+04   11.1046944    0.0101148     37.637   136.487    FS
                                                    228.876
    11 -0.10789527D+04    7.8119490    0.0071883     50.294   126.842    FS
                                                    225.863
    12 -0.10747107D+04    4.2420095    0.0039316     64.762   122.146    FS
                                                    216.092
    13 -0.10733197D+04    1.3910271    0.0012943     84.790   102.680    FS
                                                    215.530
    14 -0.10711949D+04    2.1247980    0.0019797     81.735   115.814    FS
                                                    205.451
    15 -0.10706685D+04    0.5263971    0.0004914     99.024   109.994    FS
                                                    193.982


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 141


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13950257D+04    0.0000000    0.0000000     22.630   126.017    EM
                                                    254.353
     2 -0.12938611D+04  101.1646140    0.0725181     11.039   144.775    FS
                                                    247.186
     3 -0.12116756D+04   82.1855103    0.0635196      0.050   161.899    FS
                                                    241.051
     4 -0.10888055D+04  122.8700401    0.1014051      0.091   170.568    EM
                                                    232.341
     5 -0.10754335D+04   13.3720023    0.0122814      0.474   172.862    EM
                                                    229.664
     6 -0.10717329D+04    3.7005973    0.0034410      1.009   174.481    EM
                                                    227.510
     7 -0.10704628D+04    1.2701399    0.0011851      1.064   176.388    EM
                                                    225.548
     8 -0.10700920D+04    0.3707870    0.0003464      1.055   178.231    EM
                                                    223.714


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 142


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29328735D+04    0.0000000    0.0000000      5.063   120.562    EM
                                                    277.375
     2 -0.25373427D+04  395.5308007    0.1348612      5.395   120.243    FS
                                                    277.362
     3 -0.21591607D+04  378.1820116    0.1490465      5.471   120.199    FS
                                                    277.330
     4 -0.18236129D+04  335.5477789    0.1554066      5.660   120.013    FS
                                                    277.327
     5 -0.15870357D+04  236.5771515    0.1297299      8.673   117.005    FS
                                                    277.322
     6 -0.15436724D+04   43.3633172    0.0273235      0.817   124.493    FS
                                                    277.690
     7 -0.13072421D+04  236.4303137    0.1531609      1.579   123.417    EM
                                                    278.005
     8 -0.11608582D+04  146.3839500    0.1119792      3.913   122.985    EM
                                                    276.103
     9 -0.11144720D+04   46.3861428    0.0399585      7.077   123.611    EM
                                                    272.312
    10 -0.10940678D+04   20.4042561    0.0183085     10.550   124.875    EM
                                                    267.575
    11 -0.10845852D+04    9.4825547    0.0086672     13.963   126.343    EM
                                                    262.694
    12 -0.10797789D+04    4.8062598    0.0044314     17.145   127.736    EM
                                                    258.120
    13 -0.10770979D+04    2.6810451    0.0024830     20.036   128.945    EM
                                                    254.019
    14 -0.10754730D+04    1.6248659    0.0015086     22.624   129.960    EM
                                                    250.416
    15 -0.10744242D+04    1.0488547    0.0009752     24.916   130.805    EM
                                                    247.279
    16 -0.10737159D+04    0.7082861    0.0006592     26.928   131.517    EM
                                                    244.555


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 143


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16664882D+04    0.0000000    0.0000000     10.407   361.820    EM
                                                     30.772
     2 -0.13991190D+04  267.3692660    0.1604387     20.200   284.855    EM
                                                     97.945
     3 -0.12282373D+04  170.8816673    0.1221352     26.081   205.775    EM
                                                    171.144
     4 -0.11523313D+04   75.9059701    0.0618007     29.472   161.870    EM
                                                    211.657
     5 -0.11221261D+04   30.2051898    0.0262122     32.217   143.062    EM
                                                    227.721
     6 -0.11051648D+04   16.9613500    0.0151154     35.016   134.236    EM
                                                    233.748
     7 -0.10934948D+04   11.6699835    0.0105595     37.523   129.562    EM
                                                    235.915
     8 -0.10854728D+04    8.0220108    0.0073361     39.557   127.099    EM
                                                    236.344
     9 -0.10801992D+04    5.2735496    0.0048583     41.141   126.043    EM
                                                    235.816
    10 -0.10768645D+04    3.3346898    0.0030871     42.380   125.920    EM
                                                    234.699
    11 -0.10747949D+04    2.0696499    0.0019219     43.381   126.399    EM
                                                    233.220
    12 -0.10735014D+04    1.2934974    0.0012035     44.222   127.244    EM
                                                    231.535
    13 -0.10726671D+04    0.8343351    0.0007772     44.951   128.294    EM
                                                    229.755


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 144


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18429933D+04    0.0000000    0.0000000      4.518   119.061    EM
                                                    279.422
     2 -0.16539769D+04  189.0163791    0.1025595      5.221   118.433    FS
                                                    279.346
     3 -0.15676836D+04   86.2932956    0.0521732      8.964   114.772    FS
                                                    279.263
     4 -0.14707804D+04   96.9031398    0.0618129      8.056   116.243    FS
                                                    278.701
     5 -0.13689732D+04  101.8072871    0.0692199      9.535   115.841    FS
                                                    277.624
     6 -0.12786211D+04   90.3520869    0.0659999     11.091   117.613    FS
                                                    274.296
     7 -0.12014347D+04   77.1863852    0.0603669     12.045   127.381    FS
                                                    263.574
     8 -0.11428631D+04   58.5715566    0.0487513     12.880   156.579    FS
                                                    233.541
     9 -0.11055999D+04   37.2632183    0.0326051     15.385   206.030    FS
                                                    181.585
    10 -0.10847418D+04   20.8580976    0.0188659     33.481   216.892    FS
                                                    152.627
    11 -0.10780033D+04    6.7385074    0.0062121    117.030   139.417    FS
                                                    146.553
    12 -0.10731769D+04    4.8264445    0.0044772     62.340   145.859    FS
                                                    194.801
    13 -0.10701339D+04    3.0429735    0.0028355     67.938   144.985    FS
                                                    190.077
    14 -0.10697571D+04    0.3767916    0.0003521     55.461   158.828    FS
                                                    188.711


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 145


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13153374D+04    0.0000000    0.0000000      0.000   191.060    EM
                                                    211.940
     2 -0.12919214D+04   23.4160707    0.0178023      0.000   190.501    FS
                                                    212.499
     3 -0.11697098D+04  122.2115404    0.0945967      0.000   161.774    EM
                                                    241.226
     4 -0.11242856D+04   45.4242445    0.0388338      0.000   152.478    EM
                                                    250.522
     5 -0.11059669D+04   18.3187106    0.0162936      0.000   149.604    EM
                                                    253.396
     6 -0.10948960D+04   11.0708349    0.0100101      0.000   149.219    EM
                                                    253.781
     7 -0.10872713D+04    7.6246982    0.0069639      0.000   150.141    EM
                                                    252.859
     8 -0.10822840D+04    4.9873284    0.0045870      0.000   151.857    EM
                                                    251.143
     9 -0.10791609D+04    3.1231407    0.0028857      0.000   154.033    EM
                                                    248.967
    10 -0.10772289D+04    1.9319462    0.0017902      0.000   156.434    EM
                                                    246.566
    11 -0.10760096D+04    1.2193615    0.0011319      0.000   158.901    EM
                                                    244.099
    12 -0.10752057D+04    0.8038912    0.0007471      0.000   161.336    EM
                                                    241.664


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 146


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22935088D+04    0.0000000    0.0000000    100.274    22.182    EM
                                                    280.544
     2 -0.20032338D+04  290.2749781    0.1265637     69.380    53.359    FS
                                                    280.261
     3 -0.19049134D+04   98.3204456    0.0490809     88.556    41.617    FS
                                                    272.827
     4 -0.17395374D+04  165.3759660    0.0868155    110.074    23.885    FS
                                                    269.041
     5 -0.16322642D+04  107.2732097    0.0616677    118.956    29.361    FS
                                                    254.683
     6 -0.15131653D+04  119.0989233    0.0729655     88.946    90.915    FS
                                                    223.139
     7 -0.13655202D+04  147.6450518    0.0975736    341.443     0.000    FS
                                                     61.557
     8 -0.12151870D+04  150.3332146    0.1100923    344.722     0.000    EM
                                                     58.278
     9 -0.11294843D+04   85.7027533    0.0705264    345.793     0.000    EM
                                                     57.207
    10 -0.10866398D+04   42.8444621    0.0379328    345.813     0.000    EM
                                                     57.187
    11 -0.10751688D+04   11.4710128    0.0105564    345.413     0.000    EM
                                                     57.587
    12 -0.10741452D+04    1.0235660    0.0009520    344.860     0.000    EM
                                                     58.140
    13 -0.10741063D+04    0.0389006    0.0000362    344.235     0.000    EM
                                                     58.765


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 147


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16473561D+04    0.0000000    0.0000000     10.285   119.284    EM
                                                    273.431
     2 -0.13261168D+04  321.2393794    0.1950030      3.119   121.438    EM
                                                    278.443
     3 -0.11821454D+04  143.9714083    0.1085662      1.488   124.596    EM
                                                    276.916
     4 -0.11263898D+04   55.7555538    0.0471647      0.907   128.294    EM
                                                    273.799
     5 -0.11009628D+04   25.4269752    0.0225739      0.688   132.701    EM
                                                    269.611
     6 -0.10890621D+04   11.9007122    0.0108094      0.632   137.312    EM
                                                    265.056
     7 -0.10830373D+04    6.0247683    0.0055321      0.690   141.718    EM
                                                    260.591
     8 -0.10795914D+04    3.4459501    0.0031817      0.886   145.678    EM
                                                    256.437
     9 -0.10772877D+04    2.3037170    0.0021339      1.247   149.075    EM
                                                    252.678
    10 -0.10755542D+04    1.7334329    0.0016091      1.683   151.981    EM
                                                    249.336
    11 -0.10743229D+04    1.2313491    0.0011449      1.986   154.650    EM
                                                    246.363
    12 -0.10735397D+04    0.7832026    0.0007290      2.101   157.228    EM
                                                    243.671


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 148


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17255893D+04    0.0000000    0.0000000     94.054    32.909    EM
                                                    276.037
     2 -0.12711265D+04  454.4627538    0.2633667     38.543    86.772    EM
                                                    277.684
     3 -0.11313885D+04  139.7380032    0.1099324     14.462   114.723    EM
                                                    273.815
     4 -0.10905116D+04   40.8768580    0.0361298      8.905   125.825    EM
                                                    268.270
     5 -0.10805744D+04    9.9372119    0.0091124      7.850   131.981    EM
                                                    263.170
     6 -0.10769516D+04    3.6228202    0.0033527      7.911   136.149    EM
                                                    258.940
     7 -0.10749707D+04    1.9809115    0.0018394      8.247   139.301    EM
                                                    255.453
     8 -0.10737296D+04    1.2410514    0.0011545      8.600   141.878    EM
                                                    252.522
     9 -0.10729501D+04    0.7794996    0.0007260      8.892   144.090    EM
                                                    250.018


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 149


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18017235D+04    0.0000000    0.0000000     13.437   111.253    EM
                                                    278.311
     2 -0.16233331D+04  178.3904411    0.0990110     15.578   109.107    FS
                                                    278.315
     3 -0.15554876D+04   67.8454368    0.0417939     11.606   114.105    FS
                                                    277.289
     4 -0.14510134D+04  104.4742327    0.0671649      8.869   118.612    FS
                                                    275.519
     5 -0.11933851D+04  257.6282746    0.1775506     10.624   123.918    EM
                                                    268.457
     6 -0.11545945D+04   38.7906158    0.0325047     16.570   118.272    EM
                                                    268.158
     7 -0.11274098D+04   27.1846727    0.0235448     23.731   112.056    EM
                                                    267.213
     8 -0.11063020D+04   21.1078215    0.0187224     31.478   106.301    EM
                                                    265.221
     9 -0.10918337D+04   14.4683157    0.0130781     38.953   101.635    EM
                                                    262.412
    10 -0.10831080D+04    8.7257207    0.0079918     45.478    98.360    EM
                                                    259.162
    11 -0.10782762D+04    4.8317809    0.0044610     50.788    96.360    EM
                                                    255.852
    12 -0.10756882D+04    2.5880158    0.0024001     54.948    95.325    EM
                                                    252.726
    13 -0.10742756D+04    1.4125599    0.0013132     58.166    94.942    EM
                                                    249.892
    14 -0.10734590D+04    0.8166461    0.0007602     60.669    94.965    EM
                                                    247.366


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 150


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.24916067D+04    0.0000000    0.0000000     19.781   255.341    EM
                                                    127.878
     2 -0.21749163D+04  316.6903889    0.1271029      3.450   263.345    FS
                                                    136.205
     3 -0.20291972D+04  145.7191762    0.0669999      5.818   261.259    FS
                                                    135.923
     4 -0.15235295D+04  505.6676451    0.2491959      0.000   238.619    FS
                                                    164.381
     5 -0.12394612D+04  284.0683044    0.1864541      0.000   232.355    FS
                                                    170.645
     6 -0.10994763D+04  139.9848803    0.1129401      0.000   217.778    FS
                                                    185.222
     7 -0.10789555D+04   20.5208596    0.0186642      0.000   206.881    FS
                                                    196.119
     8 -0.10727215D+04    6.2339522    0.0057778      0.000   203.646    FS
                                                    199.354
     9 -0.10722217D+04    0.4998166    0.0004659      0.000   208.944    FS
                                                    194.056


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 151


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13632174D+04    0.0000000    0.0000000    141.333    27.516    EM
                                                    234.151
     2 -0.13142371D+04   48.9802985    0.0359299    104.979    20.007    FS
                                                    278.014
     3 -0.12153670D+04   98.8701212    0.0752300    105.349    21.496    FS
                                                    276.155
     4 -0.11405944D+04   74.7725821    0.0615226    102.023    29.933    FS
                                                    271.044
     5 -0.10884501D+04   52.1443442    0.0457168    131.472    12.999    FS
                                                    258.529
     6 -0.10739600D+04   14.4900861    0.0133126    169.034     2.132    FS
                                                    231.834
     7 -0.10722560D+04    1.7039989    0.0015867    170.699     2.584    EM
                                                    229.717
     8 -0.10719064D+04    0.3495772    0.0003260    171.852     2.978    EM
                                                    228.170


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 152


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19438254D+04    0.0000000    0.0000000    120.153     2.862    EM
                                                    279.985
     2 -0.19015571D+04   42.2683477    0.0217449    123.445     0.000    FS
                                                    279.555
     3 -0.16858432D+04  215.7138969    0.1134407    123.774     0.000    FS
                                                    279.226
     4 -0.13813979D+04  304.4452280    0.1805893    124.302     0.000    EM
                                                    278.698
     5 -0.12600379D+04  121.3600738    0.0878531    124.981     0.000    EM
                                                    278.019
     6 -0.11774184D+04   82.6194044    0.0655690    126.627     0.000    EM
                                                    276.373
     7 -0.11292712D+04   48.1472107    0.0408922    129.500     0.000    EM
                                                    273.500
     8 -0.11039210D+04   25.3502622    0.0224483    133.330     0.000    EM
                                                    269.670
     9 -0.10910279D+04   12.8930276    0.0116793    137.611     0.000    EM
                                                    265.389
    10 -0.10843134D+04    6.7145414    0.0061543    141.931     0.000    EM
                                                    261.069
    11 -0.10805917D+04    3.7217551    0.0034324    146.060     0.000    EM
                                                    256.940
    12 -0.10783639D+04    2.2277995    0.0020616    149.902     0.000    EM
                                                    253.098
    13 -0.10769291D+04    1.4347959    0.0013305    153.433     0.000    EM
                                                    249.567
    14 -0.10759467D+04    0.9823676    0.0009122    156.667     0.000    EM
                                                    246.333


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 153


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15931608D+04    0.0000000    0.0000000      1.011   205.906    EM
                                                    196.083
     2 -0.14921530D+04  101.0078418    0.0634009      0.000   154.712    FS
                                                    248.288
     3 -0.10886436D+04  403.5093836    0.2704209      0.000   152.729    EM
                                                    250.271
     4 -0.10828297D+04    5.8139200    0.0053405      0.000   153.536    EM
                                                    249.464
     5 -0.10794391D+04    3.3905831    0.0031312      0.000   155.252    EM
                                                    247.748
     6 -0.10773448D+04    2.0942526    0.0019401      0.000   157.359    EM
                                                    245.641
     7 -0.10760391D+04    1.3057286    0.0012120      0.000   159.624    EM
                                                    243.376
     8 -0.10751953D+04    0.8437724    0.0007841      0.000   161.917    EM
                                                    241.083


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 154


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23645781D+04    0.0000000    0.0000000    251.686    22.111    EM
                                                    129.203
     2 -0.20192633D+04  345.3148330    0.1460366    276.615    23.530    FS
                                                    102.854
     3 -0.16935034D+04  325.7599132    0.1613261    301.862    42.111    FS
                                                     59.027
     4 -0.14567009D+04  236.8025053    0.1398300    345.024    54.663    FS
                                                      3.313
     5 -0.10876194D+04  369.0814626    0.2533681    353.528    45.646    EM
                                                      3.826
     6 -0.10788651D+04    8.7542736    0.0080490    359.047    39.769    EM
                                                      4.184
     7 -0.10758562D+04    3.0089121    0.0027890    362.259    36.310    EM
                                                      4.431
     8 -0.10745569D+04    1.2992822    0.0012077    364.094    34.297    EM
                                                      4.609
     9 -0.10738844D+04    0.6725619    0.0006259    365.087    33.168    EM
                                                      4.745


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 155


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13999779D+04    0.0000000    0.0000000     63.439   133.782    EM
                                                    205.779
     2 -0.10941891D+04  305.7888197    0.2184240     86.867   134.358    EM
                                                    181.775
     3 -0.10794689D+04   14.7201840    0.0134531     90.362   136.446    EM
                                                    176.192
     4 -0.10770509D+04    2.4180506    0.0022400     90.860   138.881    EM
                                                    173.260
     5 -0.10758555D+04    1.1953941    0.0011099     90.898   141.213    EM
                                                    170.889
     6 -0.10750161D+04    0.8393679    0.0007802     90.769   143.436    EM
                                                    168.795


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 156


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13813233D+04    0.0000000    0.0000000    346.406    16.218    EM
                                                     40.376
     2 -0.12392179D+04  142.1053449    0.1028762    306.626    23.311    EM
                                                     73.063
     3 -0.11905654D+04   48.6524970    0.0392606    260.103    30.377    EM
                                                    112.520
     4 -0.11488969D+04   41.6685412    0.0349990    220.378    35.948    EM
                                                    146.674
     5 -0.11246007D+04   24.2961932    0.0211474    191.850    40.078    EM
                                                    171.072
     6 -0.11086418D+04   15.9588486    0.0141907    173.599    42.581    EM
                                                    186.820
     7 -0.10970273D+04   11.6145325    0.0104764    162.692    43.644    EM
                                                    196.664
     8 -0.10887724D+04    8.2548826    0.0075248    156.377    43.686    EM
                                                    202.937
     9 -0.10827156D+04    6.0568457    0.0055630    152.968    43.026    EM
                                                    207.006
    10 -0.10782463D+04    4.4693218    0.0041279    151.392    41.934    EM
                                                    209.673
    11 -0.10750033D+04    3.2429050    0.0030076    151.016    40.614    EM
                                                    211.370
    12 -0.10726926D+04    2.3107099    0.0021495    151.436    39.207    EM
                                                    212.356
    13 -0.10710701D+04    1.6225629    0.0015126    152.376    37.812    EM
                                                    212.812
    14 -0.10699431D+04    1.1269320    0.0010522    153.634    36.495    EM
                                                    212.871
    15 -0.10691675D+04    0.7756901    0.0007250    155.068    35.298    EM
                                                    212.634


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 157


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29968056D+04    0.0000000    0.0000000      4.767   116.887    EM
                                                    281.346
     2 -0.26100201D+04  386.7855490    0.1290659      4.840   116.839    FS
                                                    281.321
     3 -0.22505035D+04  359.5165418    0.1377447      5.449   116.240    FS
                                                    281.311
     4 -0.19545536D+04  295.9499625    0.1315039      6.920   114.872    FS
                                                    281.208
     5 -0.17862889D+04  168.2646992    0.0860886     46.747    76.374    FS
                                                    279.879
     6 -0.16588878D+04  127.4010407    0.0713216     18.007   107.383    FS
                                                    277.610
     7 -0.15539808D+04  104.9070167    0.0632394     12.520   116.838    FS
                                                    273.642
     8 -0.15020957D+04   51.8850840    0.0333885      9.354   129.075    FS
                                                    264.571
     9 -0.14266197D+04   75.4760104    0.0502471      9.258   149.975    FS
                                                    243.768
    10 -0.13719795D+04   54.6401813    0.0383005     11.140   168.588    FS
                                                    223.272
    11 -0.13289818D+04   42.9977362    0.0313399     11.558   161.646    FS
                                                    229.796
    12 -0.12872047D+04   41.7770787    0.0314354      7.178   169.994    FS
                                                    225.827
    13 -0.12540253D+04   33.1793598    0.0257763      7.562   162.959    FS
                                                    232.479
    14 -0.12234241D+04   30.6012303    0.0244024      9.387   152.214    FS
                                                    241.399
    15 -0.11942529D+04   29.1712059    0.0238439     11.895   151.877    FS
                                                    239.228
    16 -0.11660312D+04   28.2217192    0.0236313     11.471   152.429    FS
                                                    239.100
    17 -0.11409859D+04   25.0452704    0.0214791     13.019   154.336    FS
                                                    235.645
    18 -0.11182518D+04   22.7341446    0.0199250     15.959   146.715    FS
                                                    240.326
    19 -0.11003763D+04   17.8755231    0.0159852     11.437   162.279    FS
                                                    229.284
    20 -0.10879729D+04   12.4033770    0.0112719     13.380   165.115    FS
                                                    224.506


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 158


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17468698D+04    0.0000000    0.0000000      5.181   168.602    EM
                                                    229.216
     2 -0.16015254D+04  145.3443569    0.0832027      9.360   165.149    FS
                                                    228.490
     3 -0.13928652D+04  208.6602330    0.1302884      6.530   152.865    EM
                                                    243.605
     4 -0.12522233D+04  140.6418476    0.1009731      5.808   148.726    EM
                                                    248.465
     5 -0.11518017D+04  100.4216663    0.0801947      5.603   147.562    EM
                                                    249.836
     6 -0.10975296D+04   54.2720283    0.0471192      5.727   147.685    EM
                                                    249.589
     7 -0.10796013D+04   17.9283452    0.0163352      6.133   148.639    EM
                                                    248.228
     8 -0.10757962D+04    3.8050979    0.0035245      6.695   150.152    EM
                                                    246.153
     9 -0.10741867D+04    1.6095374    0.0014961      7.246   151.951    EM
                                                    243.802
    10 -0.10729229D+04    1.2637973    0.0011765      7.688   153.893    EM
                                                    241.419
    11 -0.10717326D+04    1.1902639    0.0011094      8.006   155.890    EM
                                                    239.104
    12 -0.10705483D+04    1.1843216    0.0011051      8.243   157.863    EM
                                                    236.893
    13 -0.10695376D+04    1.0107167    0.0009441      8.409   159.796    EM
                                                    234.795
    14 -0.10688373D+04    0.7002651    0.0006547      8.518   161.683    EM
                                                    232.798


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 159


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12276962D+04    0.0000000    0.0000000     86.324    58.465    EM
                                                    258.212
     2 -0.11169967D+04  110.6994693    0.0901685     98.203    44.498    EM
                                                    260.299
     3 -0.10931337D+04   23.8629558    0.0213635    108.398    33.847    EM
                                                    260.755
     4 -0.10838143D+04    9.3194837    0.0085255    114.706    28.575    EM
                                                    259.718
     5 -0.10797713D+04    4.0430036    0.0037303    118.471    26.189    EM
                                                    258.340
     6 -0.10776284D+04    2.1428658    0.0019846    120.750    25.230    EM
                                                    257.019
     7 -0.10762121D+04    1.4163082    0.0013143    122.193    24.972    EM
                                                    255.834
     8 -0.10751323D+04    1.0797753    0.0010033    123.216    25.065    EM
                                                    254.719
     9 -0.10742921D+04    0.8401789    0.0007815    124.068    25.330    EM
                                                    253.602


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 160


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17215562D+04    0.0000000    0.0000000     51.919   222.483    EM
                                                    128.598
     2 -0.16231361D+04   98.4201276    0.0571693     30.386    97.087    FS
                                                    275.527
     3 -0.15893445D+04   33.7915323    0.0208187     56.266    76.796    FS
                                                    269.938
     4 -0.14733207D+04  116.0238541    0.0730011     42.523   104.112    FS
                                                    256.364
     5 -0.13847753D+04   88.5453724    0.0600992     33.634   155.471    FS
                                                    213.895
     6 -0.13122328D+04   72.5424475    0.0523857     26.016   206.053    FS
                                                    170.931
     7 -0.12563444D+04   55.8884399    0.0425903     21.260   240.676    FS
                                                    141.063
     8 -0.12176819D+04   38.6624957    0.0307738     19.485   241.943    FS
                                                    141.572
     9 -0.10842419D+04  133.4400405    0.1095853     26.564   240.810    EM
                                                    135.625
    10 -0.10791592D+04    5.0826330    0.0046877     31.506   237.563    EM
                                                    133.931
    11 -0.10765415D+04    2.6177671    0.0024257     35.501   233.536    EM
                                                    133.963
    12 -0.10758466D+04    0.6948856    0.0006455     38.642   229.853    EM
                                                    134.506


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 161


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12745529D+04    0.0000000    0.0000000      4.978   267.279    EM
                                                    130.743
     2 -0.10894123D+04  185.1406131    0.1452593      4.952   260.153    EM
                                                    137.895
     3 -0.10843759D+04    5.0363913    0.0046230      4.904   253.636    EM
                                                    144.460
     4 -0.10806324D+04    3.7435366    0.0034522      4.872   247.983    EM
                                                    150.144
     5 -0.10778481D+04    2.7842600    0.0025765      4.858   243.240    EM
                                                    154.902
     6 -0.10758429D+04    2.0051895    0.0018604      4.857   239.345    EM
                                                    158.798
     7 -0.10744409D+04    1.4019701    0.0013031      4.870   236.183    EM
                                                    161.946
     8 -0.10734854D+04    0.9555197    0.0008893      4.897   233.624    EM
                                                    164.479


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 162


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18793546D+04    0.0000000    0.0000000      2.061   119.697    EM
                                                    281.241
     2 -0.18290162D+04   50.3383705    0.0267849      0.000   122.433    FS
                                                    280.567
     3 -0.17276923D+04  101.3239068    0.0553980      0.000   124.854    FS
                                                    278.146
     4 -0.16368022D+04   90.8900584    0.0526078      0.000   131.294    FS
                                                    271.706
     5 -0.15571307D+04   79.6715677    0.0486751      0.000   153.164    FS
                                                    249.836
     6 -0.14963871D+04   60.7435590    0.0390099      0.000   222.981    FS
                                                    180.019
     7 -0.14567553D+04   39.6318205    0.0264850      0.000   333.554    FS
                                                     69.446
     8 -0.14375900D+04   19.1652773    0.0131561      0.000   399.872    FS
                                                      3.128
     9 -0.13998370D+04   37.7529823    0.0262613      0.000   403.000    FS
                                                      0.000
    10 -0.13524075D+04   47.4295279    0.0338822      0.000   403.000    FS
                                                      0.000
    11 -0.13174189D+04   34.9886345    0.0258714      0.000   403.000    FS
                                                      0.000
    12 -0.12852966D+04   32.1222444    0.0243827      0.000   403.000    FS
                                                      0.000
    13 -0.12549505D+04   30.3461344    0.0236102      0.000   403.000    FS
                                                      0.000
    14 -0.12259838D+04   28.9667331    0.0230820      0.000   403.000    FS
                                                      0.000
    15 -0.11982754D+04   27.7083679    0.0226009      0.000   403.000    FS
                                                      0.000
    16 -0.11719666D+04   26.3087457    0.0219555      0.000   403.000    FS
                                                      0.000
    17 -0.11474411D+04   24.5255599    0.0209268      0.000   403.000    FS
                                                      0.000
    18 -0.11253103D+04   22.1307923    0.0192871      0.000   403.000    FS
                                                      0.000
    19 -0.11063945D+04   18.9157548    0.0168094      0.000   403.000    FS
                                                      0.000
    20 -0.10916396D+04   14.7549290    0.0133360      0.000   403.000    FS
                                                      0.000


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 163


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20115188D+04    0.0000000    0.0000000     81.788    31.163    EM
                                                    290.049
     2 -0.19696690D+04   41.8498346    0.0208051    116.094     0.000    FS
                                                    286.906
     3 -0.13584597D+04  611.2092543    0.3103107    124.190     0.000    EM
                                                    278.810
     4 -0.13240155D+04   34.4442440    0.0253554    126.137     0.000    FS
                                                    276.863
     5 -0.12135169D+04  110.4985982    0.0834572    129.804     0.000    FS
                                                    273.196
     6 -0.11303577D+04   83.1591858    0.0685274    139.353     0.000    FS
                                                    263.647
     7 -0.10853548D+04   45.0028582    0.0398129    160.719     0.000    FS
                                                    242.281
     8 -0.10733962D+04   11.9586012    0.0110181    190.298     0.000    FS
                                                    212.702
     9 -0.10722587D+04    1.1375448    0.0010598    206.481     0.000    FS
                                                    196.519
    10 -0.10722030D+04    0.0556405    0.0000519    210.051     0.000    FS
                                                    192.949


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 164


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12507817D+04    0.0000000    0.0000000     92.179    86.578    EM
                                                    224.243
     2 -0.12325137D+04   18.2680274    0.0146053     70.559   168.116    FS
                                                    164.326
     3 -0.11614455D+04   71.0682130    0.0576612     52.721   179.293    FS
                                                    170.985
     4 -0.11143748D+04   47.0706518    0.0405276     19.319   182.819    FS
                                                    200.861
     5 -0.10916961D+04   22.6787200    0.0203511     13.787   170.743    FS
                                                    218.470
     6 -0.10787954D+04   12.9006854    0.0118171     11.967   163.989    FS
                                                    227.044
     7 -0.10742012D+04    4.5942045    0.0042586     15.353   163.957    FS
                                                    223.690
     8 -0.10717806D+04    2.4206086    0.0022534     16.101   165.732    EM
                                                    221.167
     9 -0.10710005D+04    0.7800966    0.0007279     16.692   166.918    EM
                                                    219.390


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 165


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14439031D+04    0.0000000    0.0000000      1.696   171.208    EM
                                                    230.096
     2 -0.13724765D+04   71.4266059    0.0494677      0.107   171.157    FS
                                                    231.736
     3 -0.12374364D+04  135.0400936    0.0983916      0.154   161.288    EM
                                                    241.558
     4 -0.11518827D+04   85.5537033    0.0691379      0.230   154.800    EM
                                                    247.971
     5 -0.11118254D+04   40.0573049    0.0347755      0.339   151.394    EM
                                                    251.267
     6 -0.10963824D+04   15.4429463    0.0138897      0.480   150.243    EM
                                                    252.276
     7 -0.10881316D+04    8.2508365    0.0075255      0.644   150.547    EM
                                                    251.810
     8 -0.10827754D+04    5.3561708    0.0049224      0.819   151.768    EM
                                                    250.412
     9 -0.10793962D+04    3.3792627    0.0031209      0.998   153.545    EM
                                                    248.457
    10 -0.10773074D+04    2.0887498    0.0019351      1.176   155.616    EM
                                                    246.208
    11 -0.10760010D+04    1.3064718    0.0012127      1.351   157.804    EM
                                                    243.845
    12 -0.10751514D+04    0.8495148    0.0007895      1.522   159.994    EM
                                                    241.483


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 166


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13699984D+04    0.0000000    0.0000000     10.174   137.526    EM
                                                    255.299
     2 -0.12607467D+04  109.2516454    0.0797458      2.288   145.256    FS
                                                    255.456
     3 -0.12094639D+04   51.2828685    0.0406766      0.000   156.566    FS
                                                    246.434
     4 -0.10916891D+04  117.7748119    0.0973777      0.000   176.528    EM
                                                    226.472
     5 -0.10801240D+04   11.5650463    0.0105937      0.000   181.319    EM
                                                    221.681
     6 -0.10769792D+04    3.1447885    0.0029115      0.000   182.036    EM
                                                    220.964
     7 -0.10752189D+04    1.7602849    0.0016345      0.000   181.977    EM
                                                    221.023
     8 -0.10741566D+04    1.0623698    0.0009880      0.000   182.020    EM
                                                    220.980
     9 -0.10735240D+04    0.6325871    0.0005889      0.000   182.320    EM
                                                    220.680


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 167


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15015053D+04    0.0000000    0.0000000    138.925     9.115    EM
                                                    254.959
     2 -0.13361311D+04  165.3742078    0.1101389    127.240     1.988    FS
                                                    273.771
     3 -0.12172117D+04  118.9193655    0.0890028    128.838     1.623    EM
                                                    272.539
     4 -0.11697030D+04   47.5086695    0.0390307    129.470     1.446    EM
                                                    272.084
     5 -0.11372194D+04   32.4836597    0.0277709    131.285     1.103    EM
                                                    270.612
     6 -0.11133801D+04   23.8392459    0.0209628    133.767     0.874    EM
                                                    268.359
     7 -0.10977379D+04   15.6422539    0.0140493    136.898     0.772    EM
                                                    265.330
     8 -0.10883664D+04    9.3714669    0.0085371    140.442     0.729    EM
                                                    261.829
     9 -0.10828592D+04    5.5072280    0.0050601    144.053     0.778    EM
                                                    258.169
    10 -0.10795309D+04    3.3282362    0.0030736    147.492     0.942    EM
                                                    254.566
    11 -0.10773604D+04    2.1705706    0.0020107    150.607     1.249    EM
                                                    251.143
    12 -0.10759702D+04    1.3902027    0.0012904    153.447     1.604    EM
                                                    247.950
    13 -0.10748810D+04    1.0891718    0.0010123    155.952     2.021    EM
                                                    245.027
    14 -0.10740046D+04    0.8763514    0.0008153    158.165     2.460    EM
                                                    242.375


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 168


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17796014D+04    0.0000000    0.0000000      0.315   123.127    EM
                                                    279.558
     2 -0.16664085D+04  113.1928927    0.0636058      0.314   123.135    FS
                                                    279.551
     3 -0.16646675D+04    1.7410402    0.0010448      0.000   123.456    FS
                                                    279.544
     4 -0.11818934D+04  482.7740715    0.2900123      0.000   126.732    EM
                                                    276.268
     5 -0.11341275D+04   47.7659207    0.0404147      0.000   129.421    EM
                                                    273.579
     6 -0.11073079D+04   26.8196422    0.0236478      0.000   132.983    EM
                                                    270.017
     7 -0.10930031D+04   14.3047267    0.0129185      0.000   137.071    EM
                                                    265.929
     8 -0.10854189D+04    7.5842160    0.0069389      0.000   141.293    EM
                                                    261.707
     9 -0.10812286D+04    4.1902969    0.0038605      0.000   145.391    EM
                                                    257.609
    10 -0.10787536D+04    2.4749972    0.0022891      0.000   149.242    EM
                                                    253.758
    11 -0.10771838D+04    1.5698202    0.0014552      0.000   152.802    EM
                                                    250.198
    12 -0.10761232D+04    1.0606034    0.0009846      0.000   156.072    EM
                                                    246.928
    13 -0.10753691D+04    0.7541367    0.0007008      0.000   159.071    EM
                                                    243.929


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 169


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12044249D+04    0.0000000    0.0000000     78.369    55.949    EM
                                                    268.681
     2 -0.10958275D+04  108.5973770    0.0901653     92.131    53.187    EM
                                                    257.682
     3 -0.10782352D+04   17.5923103    0.0160539    118.333    39.830    FS
                                                    244.838
     4 -0.10713363D+04    6.8989181    0.0063983    111.988    88.406    FS
                                                    202.605
     5 -0.10703656D+04    0.9706659    0.0009060    112.892    88.748    EM
                                                    201.360


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 170


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13270812D+04    0.0000000    0.0000000    177.032    16.048    EM
                                                    209.920
     2 -0.11344215D+04  192.6597698    0.1451756    159.120    23.118    EM
                                                    220.762
     3 -0.11143532D+04   20.0682580    0.0176903    142.732    30.954    EM
                                                    229.314
     4 -0.10998030D+04   14.5501665    0.0130571    129.040    38.831    EM
                                                    235.129
     5 -0.10895627D+04   10.2403113    0.0093110    118.177    46.175    EM
                                                    238.648
     6 -0.10827462D+04    6.8164950    0.0062562    109.952    52.589    EM
                                                    240.458
     7 -0.10784241D+04    4.3221180    0.0039918    103.955    57.911    EM
                                                    241.135
     8 -0.10757913D+04    2.6328229    0.0024414     99.714    62.152    EM
                                                    241.134
     9 -0.10742362D+04    1.5550567    0.0014455     96.802    65.427    EM
                                                    240.771
    10 -0.10733370D+04    0.8991726    0.0008370     94.866    67.894    EM
                                                    240.240


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 171


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29702960D+04    0.0000000    0.0000000     93.121    75.236    EM
                                                    234.644
     2 -0.25789141D+04  391.3819484    0.1317653     77.290    83.746    FS
                                                    241.964
     3 -0.21991144D+04  379.7997030    0.1472712     63.758    91.456    FS
                                                    247.786
     4 -0.18440255D+04  355.0888856    0.1614690     53.108    97.832    FS
                                                    252.060
     5 -0.15097904D+04  334.2351028    0.1812530     52.179    98.710    FS
                                                    252.111
     6 -0.13815793D+04  128.2110686    0.0849198     60.853   101.643    FS
                                                    240.505
     7 -0.13400009D+04   41.5784304    0.0300949     99.556   123.600    FS
                                                    179.844
     8 -0.13001036D+04   39.8972876    0.0297741    147.354   146.313    FS
                                                    109.333
     9 -0.12665237D+04   33.5798988    0.0258286    183.774   152.291    FS
                                                     66.935
    10 -0.12364500D+04   30.0737261    0.0237451    143.302   138.511    FS
                                                    121.187
    11 -0.12066935D+04   29.7564945    0.0240661    117.728   133.847    FS
                                                    151.425
    12 -0.11784042D+04   28.2892848    0.0234436    103.460   126.628    FS
                                                    172.912
    13 -0.11520271D+04   26.3771053    0.0223838     94.203   118.835    FS
                                                    189.962
    14 -0.11284287D+04   23.5983874    0.0204842     93.304   109.945    FS
                                                    199.751
    15 -0.11086183D+04   19.8104035    0.0175557     96.307   100.387    FS
                                                    206.306
    16 -0.10933942D+04   15.2240732    0.0137325    101.257    91.985    FS
                                                    209.759
    17 -0.10828024D+04   10.5918604    0.0096871    106.515    86.205    FS
                                                    210.280
    18 -0.10760848D+04    6.7175310    0.0062038    112.903    82.424    FS
                                                    207.673
    19 -0.10722342D+04    3.8506341    0.0035784    121.994    78.697    FS
                                                    202.309
    20 -0.10704235D+04    1.8107430    0.0016888    133.704    74.055    FS
                                                    195.241


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 172


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13646405D+04    0.0000000    0.0000000     44.462    95.597    EM
                                                    262.941
     2 -0.12507671D+04  113.8733733    0.0834457      7.069   137.698    FS
                                                    258.233
     3 -0.12488224D+04    1.9447137    0.0015548      0.000   172.626    FS
                                                    230.374
     4 -0.11025263D+04  146.2961136    0.1171472      0.000   178.185    EM
                                                    224.815
     5 -0.10906689D+04   11.8574644    0.0107548      0.000   177.465    EM
                                                    225.535
     6 -0.10843761D+04    6.2927549    0.0057696      0.000   175.693    EM
                                                    227.307
     7 -0.10800915D+04    4.2846119    0.0039512      0.000   174.397    EM
                                                    228.603
     8 -0.10772912D+04    2.8002835    0.0025926      0.000   173.847    EM
                                                    229.153
     9 -0.10755433D+04    1.7478910    0.0016225      0.000   173.936    EM
                                                    229.064
    10 -0.10744856D+04    1.0577300    0.0009834      0.000   174.483    EM
                                                    228.517
    11 -0.10738515D+04    0.6341130    0.0005902      0.000   175.331    EM
                                                    227.669


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 173


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20244734D+04    0.0000000    0.0000000    129.347    23.561    EM
                                                    250.092
     2 -0.12543463D+04  770.1271243    0.3804086     93.480    35.201    EM
                                                    274.318
     3 -0.11880732D+04   66.2731210    0.0528348     78.497    50.634    EM
                                                    273.869
     4 -0.11410598D+04   47.0134362    0.0395712     67.292    63.970    EM
                                                    271.738
     5 -0.11104392D+04   30.6205479    0.0268352     59.612    74.625    EM
                                                    268.763
     6 -0.10926708D+04   17.7683777    0.0160012     54.700    83.140    EM
                                                    265.160
     7 -0.10831057D+04    9.5651103    0.0087539     51.735    89.967    EM
                                                    261.298
     8 -0.10781090D+04    4.9967071    0.0046133     50.071    95.408    EM
                                                    257.521
     9 -0.10754776D+04    2.6314520    0.0024408     49.243    99.721    EM
                                                    254.037
    10 -0.10740375D+04    1.4400512    0.0013390     48.932   103.150    EM
                                                    250.917
    11 -0.10731996D+04    0.8379555    0.0007802     48.933   105.911    EM
                                                    248.156


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 174


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12559039D+04    0.0000000    0.0000000     17.813   116.760    EM
                                                    268.427
     2 -0.12481990D+04    7.7049314    0.0061350      0.015   136.273    FS
                                                    266.713
     3 -0.10959180D+04  152.2810083    0.1220006      0.016   146.342    EM
                                                    256.642
     4 -0.10807285D+04   15.1894986    0.0138601      0.018   149.920    EM
                                                    253.062
     5 -0.10778755D+04    2.8530178    0.0026399      0.022   152.945    EM
                                                    250.033
     6 -0.10765205D+04    1.3549926    0.0012571      0.027   155.889    EM
                                                    247.085
     7 -0.10756116D+04    0.9088848    0.0008443      0.037   158.695    EM
                                                    244.268


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 175


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12830964D+04    0.0000000    0.0000000     47.807   333.626    EM
                                                     21.567
     2 -0.10897511D+04  193.3452731    0.1506865     54.901   323.099    EM
                                                     25.000
     3 -0.10844636D+04    5.2875615    0.0048521     60.720   314.468    EM
                                                     27.812
     4 -0.10810532D+04    3.4103373    0.0031447     65.431   307.484    EM
                                                     30.085
     5 -0.10786985D+04    2.3547153    0.0021782     69.237   301.841    EM
                                                     31.922
     6 -0.10770308D+04    1.6677449    0.0015461     72.330   297.253    EM
                                                     33.418
     7 -0.10758381D+04    1.1926991    0.0011074     74.866   293.485    EM
                                                     34.650
     8 -0.10749853D+04    0.8527537    0.0007926     76.970   290.353    EM
                                                     35.677


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 176


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18197536D+04    0.0000000    0.0000000      0.000   147.379    EM
                                                    255.621
     2 -0.16160587D+04  203.6949132    0.1119354      0.000   146.631    FS
                                                    256.369
     3 -0.15926788D+04   23.3798767    0.0144672      0.000   146.635    FS
                                                    256.365
     4 -0.13601962D+04  232.4826443    0.1459696      0.000   156.079    EM
                                                    246.921
     5 -0.12249218D+04  135.2743913    0.0994521      0.000   154.136    EM
                                                    248.864
     6 -0.11384422D+04   86.4795329    0.0706000      0.000   151.751    EM
                                                    251.249
     7 -0.10980590D+04   40.3832383    0.0354724      0.000   150.936    EM
                                                    252.064
     8 -0.10854789D+04   12.5801110    0.0114567      0.000   151.642    EM
                                                    251.358
     9 -0.10809163D+04    4.5626125    0.0042033      0.000   153.303    EM
                                                    249.697
    10 -0.10782901D+04    2.6261701    0.0024296      0.000   155.447    EM
                                                    247.553
    11 -0.10766646D+04    1.6254701    0.0015075      0.000   157.796    EM
                                                    245.204
    12 -0.10756284D+04    1.0362283    0.0009624      0.000   160.193    EM
                                                    242.807
    13 -0.10749355D+04    0.6929487    0.0006442      0.000   162.551    EM
                                                    240.449


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 177


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16161325D+04    0.0000000    0.0000000    126.426     2.695    EM
                                                    273.879
     2 -0.15407187D+04   75.4137793    0.0466631    129.536     0.303    FS
                                                    273.161
     3 -0.11747670D+04  365.9516702    0.2375201    129.253     0.304    EM
                                                    273.443
     4 -0.11392918D+04   35.4751949    0.0301976    130.552     0.465    EM
                                                    271.983
     5 -0.11139238D+04   25.3680516    0.0222665    132.974     0.660    EM
                                                    269.366
     6 -0.10977680D+04   16.1558030    0.0145035    136.086     0.863    EM
                                                    266.050
     7 -0.10882637D+04    9.5043002    0.0086578    139.581     1.073    EM
                                                    262.346
     8 -0.10827978D+04    5.4658435    0.0050225    143.164     1.298    EM
                                                    258.538
     9 -0.10795638D+04    3.2340717    0.0029868    146.627     1.553    EM
                                                    254.820
    10 -0.10775191D+04    2.0446227    0.0018939    149.843     1.859    EM
                                                    251.298
    11 -0.10760802D+04    1.4389064    0.0013354    152.726     2.256    EM
                                                    248.018
    12 -0.10748037D+04    1.2764895    0.0011862    155.134     2.871    EM
                                                    244.995
    13 -0.10730771D+04    1.7266874    0.0016065    156.815     3.943    EM
                                                    242.241
    14 -0.10709168D+04    2.1602630    0.0020131    158.063     5.191    EM
                                                    239.746
    15 -0.10695757D+04    1.3410904    0.0012523    159.476     6.093    EM
                                                    237.431
    16 -0.10689710D+04    0.6047173    0.0005654    161.099     6.674    EM
                                                    235.227


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 178


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13803061D+04    0.0000000    0.0000000     99.815    39.707    EM
                                                    263.478
     2 -0.12998337D+04   80.4724001    0.0583004     40.208    90.527    FS
                                                    272.265
     3 -0.11034996D+04  196.3340832    0.1510455     53.667    88.457    EM
                                                    260.876
     4 -0.10863277D+04   17.1718359    0.0155613     63.494    82.461    EM
                                                    257.046
     5 -0.10795746D+04    6.7531252    0.0062165     71.357    77.798    EM
                                                    253.845
     6 -0.10760993D+04    3.4753664    0.0032192     77.530    74.624    EM
                                                    250.846
     7 -0.10742851D+04    1.8141662    0.0016859     82.260    72.563    EM
                                                    248.177
     8 -0.10733240D+04    0.9610740    0.0008946     85.826    71.273    EM
                                                    245.902


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 179


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14280443D+04    0.0000000    0.0000000      0.066   159.958    EM
                                                    242.977
     2 -0.13870143D+04   41.0299634    0.0287316      0.000   155.693    FS
                                                    247.307
     3 -0.12765017D+04  110.5126216    0.0796766      0.000   153.881    FS
                                                    249.119
     4 -0.10837997D+04  192.7020317    0.1509610      0.000   164.946    EM
                                                    238.054
     5 -0.10785353D+04    5.2643500    0.0048573      0.000   167.644    EM
                                                    235.356
     6 -0.10763829D+04    2.1524373    0.0019957      0.000   168.760    EM
                                                    234.240
     7 -0.10750973D+04    1.2855688    0.0011943      0.000   169.793    EM
                                                    233.207
     8 -0.10743187D+04    0.7786562    0.0007243      0.000   170.985    EM
                                                    232.015


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 180


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16631143D+04    0.0000000    0.0000000     25.523   139.116    EM
                                                    238.361
     2 -0.14741226D+04  188.9917021    0.1136372      2.322   130.846    FS
                                                    269.832
     3 -0.11598934D+04  314.2291734    0.2131635      1.799   142.535    EM
                                                    258.666
     4 -0.11356839D+04   24.2095042    0.0208722      1.306   142.980    EM
                                                    258.714
     5 -0.11173249D+04   18.3589830    0.0161656      0.966   142.549    EM
                                                    259.485
     6 -0.11029395D+04   14.3853903    0.0128748      0.750   143.041    EM
                                                    259.208
     7 -0.10925111D+04   10.4283959    0.0094551      0.636   144.488    EM
                                                    257.876
     8 -0.10855167D+04    6.9943772    0.0064021      0.619   146.595    EM
                                                    255.785
     9 -0.10810473D+04    4.4693998    0.0041173      0.715   149.037    EM
                                                    253.248
    10 -0.10781867D+04    2.8606377    0.0026462      0.944   151.532    EM
                                                    250.524
    11 -0.10762746D+04    1.9120684    0.0017734      1.283   153.914    EM
                                                    247.802
    12 -0.10749468D+04    1.3278576    0.0012338      1.647   156.155    EM
                                                    245.198
    13 -0.10739840D+04    0.9628072    0.0008957      1.958   158.279    EM
                                                    242.763


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 181


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15758836D+04    0.0000000    0.0000000      0.016   126.399    EM
                                                    276.585
     2 -0.14723917D+04  103.4918733    0.0656723      0.043   126.373    FS
                                                    276.584
     3 -0.14703273D+04    2.0644007    0.0014021      0.000   126.398    FS
                                                    276.602
     4 -0.11693908D+04  300.9365438    0.2046732      0.000   139.738    EM
                                                    263.262
     5 -0.11376376D+04   31.7532109    0.0271536      0.000   140.340    EM
                                                    262.660
     6 -0.11181457D+04   19.4918266    0.0171336      0.000   140.362    EM
                                                    262.638
     7 -0.11031895D+04   14.9562010    0.0133759      0.000   141.359    EM
                                                    261.641
     8 -0.10925685D+04   10.6210677    0.0096276      0.000   143.273    EM
                                                    259.727
     9 -0.10856311D+04    6.9373501    0.0063496      0.000   145.817    EM
                                                    257.183
    10 -0.10813340D+04    4.2971176    0.0039582      0.000   148.703    EM
                                                    254.297
    11 -0.10787063D+04    2.6276781    0.0024300      0.000   151.710    EM
                                                    251.290
    12 -0.10770618D+04    1.6445717    0.0015246      0.000   154.689    EM
                                                    248.311
    13 -0.10759843D+04    1.0774979    0.0010004      0.000   157.557    EM
                                                    245.443
    14 -0.10752401D+04    0.7441847    0.0006916      0.000   160.273    EM
                                                    242.727


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 182


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15764085D+04    0.0000000    0.0000000     37.220   128.909    EM
                                                    236.871
     2 -0.15300246D+04   46.3839222    0.0294238    182.809    43.038    FS
                                                    177.153
     3 -0.14687341D+04   61.2904564    0.0400585    118.117     7.407    FS
                                                    277.476
     4 -0.13679538D+04  100.7803387    0.0686171    119.587     8.470    FS
                                                    274.943
     5 -0.12916769D+04   76.2768693    0.0557598    124.714     9.243    FS
                                                    269.044
     6 -0.12423784D+04   49.2984913    0.0381663    134.027     9.649    FS
                                                    259.324
     7 -0.12090373D+04   33.3411408    0.0268365    142.128     9.402    FS
                                                    251.469
     8 -0.11804402D+04   28.5970560    0.0236527    144.973     9.159    FS
                                                    248.869
     9 -0.11543462D+04   26.0940408    0.0221053    146.537     8.985    FS
                                                    247.478
    10 -0.11361328D+04   18.2133483    0.0157781    146.870     8.551    FS
                                                    247.579
    11 -0.11144651D+04   21.6677207    0.0190715    151.751     7.740    FS
                                                    243.509
    12 -0.10976790D+04   16.7860979    0.0150620    155.448     7.888    FS
                                                    239.664
    13 -0.10853650D+04   12.3140027    0.0112182    161.312     7.709    FS
                                                    233.979
    14 -0.10832678D+04    2.0971841    0.0019322    158.354     9.889    FS
                                                    234.757
    15 -0.10756483D+04    7.6194952    0.0070338    183.672     3.775    FS
                                                    215.553
    16 -0.10722357D+04    3.4125794    0.0031726    184.357     4.980    EM
                                                    213.663
    17 -0.10715408D+04    0.6949122    0.0006481    184.594     5.687    EM
                                                    212.719


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 183


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23777616D+04    0.0000000    0.0000000     98.218    31.161    EM
                                                    273.620
     2 -0.20057321D+04  372.0295756    0.1564621    103.795    24.205    FS
                                                    275.000
     3 -0.16716229D+04  334.1091113    0.1665771    105.982    21.987    FS
                                                    275.031
     4 -0.14410479D+04  230.5750226    0.1379348    107.592    20.748    FS
                                                    274.660
     5 -0.13743935D+04   66.6544291    0.0462541    125.231     0.003    FS
                                                    277.765
     6 -0.12904036D+04   83.9899199    0.0611105    126.532     0.000    FS
                                                    276.468
     7 -0.12227508D+04   67.6528230    0.0524276    129.167     0.000    FS
                                                    273.833
     8 -0.11317221D+04   91.0286118    0.0744458    136.959     0.000    FS
                                                    266.041
     9 -0.10896366D+04   42.0855192    0.0371871    155.795     0.000    FS
                                                    247.205
    10 -0.10751900D+04   14.4466258    0.0132582    184.683     0.000    FS
                                                    218.317
    11 -0.10724158D+04    2.7741694    0.0025802    203.309     0.000    FS
                                                    199.691
    12 -0.10722112D+04    0.2046653    0.0001908    209.693     0.000    FS
                                                    193.307


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 184


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15609682D+04    0.0000000    0.0000000      0.789   137.967    EM
                                                    264.244
     2 -0.15549123D+04    6.0559377    0.0038796      0.000   139.624    FS
                                                    263.376
     3 -0.12496212D+04  305.2911228    0.1963398      0.000   137.980    FS
                                                    265.020
     4 -0.11467158D+04  102.9054141    0.0823493      0.000   134.550    FS
                                                    268.450
     5 -0.11003860D+04   46.3298053    0.0404022      0.000   148.927    FS
                                                    254.073
     6 -0.10782541D+04   22.1318218    0.0201128      0.000   174.229    FS
                                                    228.771
     7 -0.10728176D+04    5.4365542    0.0050420      0.000   197.324    FS
                                                    205.676
     8 -0.10722404D+04    0.5772295    0.0005381      0.000   207.508    FS
                                                    195.492


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 185


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16951043D+04    0.0000000    0.0000000      3.427   378.346    EM
                                                     21.226
     2 -0.16596660D+04   35.4383201    0.0209063      0.000   392.299    FS
                                                     10.701
     3 -0.13664800D+04  293.1859617    0.1766536      0.000   403.000    FS
                                                      0.000
     4 -0.12494453D+04  117.0347551    0.0856469      0.000   403.000    FS
                                                      0.000
     5 -0.12069809D+04   42.4643946    0.0339866      0.000   403.000    FS
                                                      0.000
     6 -0.11750273D+04   31.9535997    0.0264740      0.000   403.000    FS
                                                      0.000
     7 -0.11480712D+04   26.9560982    0.0229408      0.000   403.000    FS
                                                      0.000
     8 -0.11248727D+04   23.1985175    0.0202065      0.000   403.000    FS
                                                      0.000
     9 -0.11055955D+04   19.2772079    0.0171372      0.000   403.000    FS
                                                      0.000
    10 -0.10909000D+04   14.6954494    0.0132919      0.000   403.000    FS
                                                      0.000
    11 -0.10813512D+04    9.5488014    0.0087531      0.000   403.000    FS
                                                      0.000
    12 -0.10766701D+04    4.6811398    0.0043290      0.000   403.000    FS
                                                      0.000
    13 -0.10752095D+04    1.4605493    0.0013565      0.000   403.000    FS
                                                      0.000
    14 -0.10749545D+04    0.2550197    0.0002372      0.000   403.000    FS
                                                      0.000


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 186


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16091679D+04    0.0000000    0.0000000      0.283   194.023    EM
                                                    208.694
     2 -0.11060724D+04  503.0954673    0.3126432      0.091   196.116    EM
                                                    206.792
     3 -0.10953259D+04   10.7464704    0.0097159      0.041   193.418    EM
                                                    209.541
     4 -0.10879312D+04    7.3946878    0.0067511      0.038   189.773    EM
                                                    213.190
     5 -0.10825460D+04    5.3852170    0.0049500      0.072   186.630    EM
                                                    216.298
     6 -0.10787377D+04    3.8082956    0.0035179      0.178   184.344    EM
                                                    218.478
     7 -0.10760715D+04    2.6662553    0.0024716      0.397   182.815    EM
                                                    219.787
     8 -0.10742591D+04    1.8123322    0.0016842      0.632   181.954    EM
                                                    220.415
     9 -0.10731590D+04    1.1001660    0.0010241      0.764   181.704    EM
                                                    220.532
    10 -0.10725301D+04    0.6288597    0.0005860      0.820   181.908    EM
                                                    220.272


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 187


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12968971D+04    0.0000000    0.0000000      0.098   311.515    EM
                                                     91.387
     2 -0.12941624D+04    2.7347775    0.0021087      0.000   312.242    FS
                                                     90.758
     3 -0.11810789D+04  113.0834574    0.0873797      0.000   272.174    EM
                                                    130.826
     4 -0.11311746D+04   49.9042998    0.0422531      0.000   240.293    EM
                                                    162.707
     5 -0.11094604D+04   21.7141960    0.0191961      0.000   218.943    EM
                                                    184.057
     6 -0.10975116D+04   11.9487968    0.0107699      0.000   205.601    EM
                                                    197.399
     7 -0.10893704D+04    8.1411912    0.0074179      0.000   197.338    EM
                                                    205.662
     8 -0.10835706D+04    5.7998639    0.0053241      0.000   192.164    EM
                                                    210.836
     9 -0.10795256D+04    4.0449587    0.0037330      0.000   188.935    EM
                                                    214.065
    10 -0.10768234D+04    2.7021976    0.0025031      0.000   187.002    EM
                                                    215.998
    11 -0.10750989D+04    1.7245092    0.0016015      0.000   185.963    EM
                                                    217.037
    12 -0.10740412D+04    1.0576831    0.0009838      0.000   185.545    EM
                                                    217.455
    13 -0.10734109D+04    0.6303381    0.0005869      0.000   185.554    EM
                                                    217.446


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 188


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17896457D+04    0.0000000    0.0000000     26.375   100.695    EM
                                                    275.930
     2 -0.15679134D+04  221.7323214    0.1238973      0.158   128.223    FS
                                                    274.619
     3 -0.13869588D+04  180.9545239    0.1154110      0.000   129.954    FS
                                                    273.046
     4 -0.13600399D+04   26.9189745    0.0194086      0.000   128.833    FS
                                                    274.167
     5 -0.12597697D+04  100.2701553    0.0737259      0.000   135.967    FS
                                                    267.033
     6 -0.11883014D+04   71.4682965    0.0567312      0.000   149.637    FS
                                                    253.363
     7 -0.11371376D+04   51.1637816    0.0430562      0.000   165.754    FS
                                                    237.246
     8 -0.11031563D+04   33.9813027    0.0298832      0.000   174.295    FS
                                                    228.705
     9 -0.10841072D+04   19.0490854    0.0172678      0.000   177.182    FS
                                                    225.818
    10 -0.10760902D+04    8.0170738    0.0073951      0.000   183.882    FS
                                                    219.118
    11 -0.10732515D+04    2.8387039    0.0026380      0.000   195.517    FS
                                                    207.483
    12 -0.10723724D+04    0.8790212    0.0008190      0.000   206.766    FS
                                                    196.234


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 189


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16777230D+04    0.0000000    0.0000000     46.694   174.986    EM
                                                    181.320
     2 -0.14541327D+04  223.5902236    0.1332701     29.729   123.692    FS
                                                    249.579
     3 -0.11168228D+04  337.3098930    0.2319664     36.484   110.564    EM
                                                    255.952
     4 -0.11015962D+04   15.2266090    0.0136339     42.937   103.575    EM
                                                    256.488
     5 -0.10911712D+04   10.4249937    0.0094635     48.880    98.782    EM
                                                    255.337
     6 -0.10842056D+04    6.9656409    0.0063836     54.240    95.206    EM
                                                    253.554
     7 -0.10797414D+04    4.4642114    0.0041175     58.902    92.558    EM
                                                    251.540
     8 -0.10769721D+04    2.7692521    0.0025647     62.831    90.639    EM
                                                    249.530
     9 -0.10752753D+04    1.6968735    0.0015756     66.077    89.277    EM
                                                    247.647
    10 -0.10742236D+04    1.0516499    0.0009780     68.727    88.328    EM
                                                    245.945
    11 -0.10735524D+04    0.6711919    0.0006248     70.880    87.681    EM
                                                    244.440


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 190


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16600962D+04    0.0000000    0.0000000     89.216    36.118    EM
                                                    277.665
     2 -0.14183018D+04  241.7944327    0.1456509     93.051    32.329    FS
                                                    277.620
     3 -0.13356325D+04   82.6692550    0.0582875    119.219     5.648    FS
                                                    278.133
     4 -0.11077723D+04  227.8602282    0.1706010    127.148     4.530    EM
                                                    271.322
     5 -0.10964897D+04   11.2825559    0.0101849    144.467     0.000    FS
                                                    258.533
     6 -0.10794357D+04   17.0540388    0.0155533    150.542     0.000    EM
                                                    252.458
     7 -0.10772729D+04    2.1627914    0.0020036    153.989     0.000    EM
                                                    249.011
     8 -0.10761303D+04    1.1426054    0.0010606    156.979     0.000    EM
                                                    246.021
     9 -0.10753472D+04    0.7830689    0.0007277    159.757     0.000    EM
                                                    243.243


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 191


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13886618D+04    0.0000000    0.0000000    352.940     3.012    EM
                                                     47.048
     2 -0.12079441D+04  180.7177833    0.1301381    318.548     1.201    EM
                                                     83.252
     3 -0.11374396D+04   70.5044342    0.0583673    181.173     0.000    FS
                                                    221.827
     4 -0.10889678D+04   48.4718578    0.0426149    157.838     0.000    FS
                                                    245.162
     5 -0.10770135D+04   11.9543028    0.0109776    174.514     0.000    FS
                                                    228.486
     6 -0.10739101D+04    3.1033097    0.0028814    186.986     0.000    FS
                                                    216.014
     7 -0.10726224D+04    1.2877773    0.0011991    200.266     0.000    FS
                                                    202.734
     8 -0.10722535D+04    0.3688300    0.0003439    209.279     0.000    FS
                                                    193.721


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 192


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12709740D+04    0.0000000    0.0000000     35.829    93.761    EM
                                                    273.410
     2 -0.11277456D+04  143.2284280    0.1126919     42.852    95.202    EM
                                                    264.946
     3 -0.11008922D+04   26.8533512    0.0238115     45.663    95.720    EM
                                                    261.617
     4 -0.10892653D+04   11.6269085    0.0105614     47.099    97.284    EM
                                                    258.616
     5 -0.10828116D+04    6.4536859    0.0059248     48.156    99.335    EM
                                                    255.509
     6 -0.10790451D+04    3.7665026    0.0034784     49.139   101.495    EM
                                                    252.367
     7 -0.10767717D+04    2.2733807    0.0021068     50.127   103.583    EM
                                                    249.290
     8 -0.10753350D+04    1.4366985    0.0013343     51.130   105.524    EM
                                                    246.346
     9 -0.10743771D+04    0.9579518    0.0008908     52.140   107.293    EM
                                                    243.567


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 193


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13199381D+04    0.0000000    0.0000000    100.959   171.223    EM
                                                    130.817
     2 -0.11886580D+04  131.2801319    0.0994593    102.845   152.673    EM
                                                    147.482
     3 -0.11244059D+04   64.2520471    0.0540543    105.303   136.626    EM
                                                    161.070
     4 -0.10982894D+04   26.1164958    0.0232269    107.738   124.031    EM
                                                    171.231
     5 -0.10881823D+04   10.1071125    0.0092026    110.039   114.494    EM
                                                    178.467
     6 -0.10819485D+04    6.2338487    0.0057287    112.065   107.361    EM
                                                    183.574
     7 -0.10776028D+04    4.3457287    0.0040166    113.779   102.058    EM
                                                    187.163
     8 -0.10746833D+04    2.9194426    0.0027092    115.208    98.133    EM
                                                    189.659
     9 -0.10728009D+04    1.8824489    0.0017516    116.401    95.238    EM
                                                    191.361
    10 -0.10716308D+04    1.1701093    0.0010907    117.405    93.109    EM
                                                    192.486
    11 -0.10709251D+04    0.7056236    0.0006585    118.263    91.541    EM
                                                    193.195


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 194


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19847952D+04    0.0000000    0.0000000     30.641    94.670    EM
                                                    277.689
     2 -0.18343612D+04  150.4339507    0.0757932      0.427   123.820    FS
                                                    278.754
     3 -0.18273712D+04    6.9900398    0.0038106      0.000   124.318    FS
                                                    278.682
     4 -0.14215258D+04  405.8454343    0.2220925      0.000   129.559    EM
                                                    273.441
     5 -0.12596153D+04  161.9105064    0.1138991      0.000   132.971    EM
                                                    270.029
     6 -0.11535070D+04  106.1082183    0.0842386      0.000   136.807    EM
                                                    266.193
     7 -0.10999212D+04   53.5858746    0.0464547      0.000   140.608    EM
                                                    262.392
     8 -0.10826973D+04   17.2238991    0.0156592      0.000   144.484    EM
                                                    258.516
     9 -0.10788535D+04    3.8437765    0.0035502      0.000   148.419    EM
                                                    254.581
    10 -0.10772417D+04    1.6117907    0.0014940      0.000   152.166    EM
                                                    250.834
    11 -0.10761690D+04    1.0726881    0.0009958      0.000   155.595    EM
                                                    247.405
    12 -0.10754045D+04    0.7645385    0.0007104      0.000   158.709    EM
                                                    244.291


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 195


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17542221D+04    0.0000000    0.0000000     46.748    96.547    EM
                                                    259.705
     2 -0.15340498D+04  220.1722715    0.1255099     48.895    83.480    FS
                                                    270.625
     3 -0.11406551D+04  393.3946680    0.2564419     56.473    78.885    EM
                                                    267.641
     4 -0.11164680D+04   24.1871037    0.0212046     60.812    76.148    EM
                                                    266.039
     5 -0.11001727D+04   16.2952718    0.0145954     64.483    74.629    EM
                                                    263.888
     6 -0.10894836D+04   10.6890876    0.0097158     67.840    74.026    EM
                                                    261.135
     7 -0.10828529D+04    6.6307155    0.0060861     70.968    74.026    EM
                                                    258.006
     8 -0.10788237D+04    4.0292639    0.0037210     73.876    74.392    EM
                                                    254.732
     9 -0.10763359D+04    2.4877891    0.0023060     76.553    74.966    EM
                                                    251.482
    10 -0.10747362D+04    1.5997076    0.0014863     78.989    75.651    EM
                                                    248.360
    11 -0.10736551D+04    1.0810859    0.0010059     81.189    76.392    EM
                                                    245.419
    12 -0.10728893D+04    0.7657659    0.0007132     83.163    77.158    EM
                                                    242.679


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 196


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12693485D+04    0.0000000    0.0000000     53.762    76.231    EM
                                                    273.007
     2 -0.12236871D+04   45.6613157    0.0359722     96.541    37.649    FS
                                                    268.810
     3 -0.10838022D+04  139.8849473    0.1143143    112.080    36.197    EM
                                                    254.722
     4 -0.10781146D+04    5.6875640    0.0052478    119.047    32.780    EM
                                                    251.173
     5 -0.10757334D+04    2.3811734    0.0022086    123.152    30.617    EM
                                                    249.232
     6 -0.10744340D+04    1.2994324    0.0012080    125.884    29.423    EM
                                                    247.693
     7 -0.10736644D+04    0.7696030    0.0007163    127.808    28.826    EM
                                                    246.366


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 197


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.27405214D+04    0.0000000    0.0000000      8.112   111.237    EM
                                                    283.651
     2 -0.24572864D+04  283.2349654    0.1033508      7.627   111.852    FS
                                                    283.521
     3 -0.23413358D+04  115.9506039    0.0471864      6.528   113.332    FS
                                                    283.139
     4 -0.22234981D+04  117.8376940    0.0503293     13.117   109.057    FS
                                                    280.827
     5 -0.20811734D+04  142.3247486    0.0640094     24.122   101.341    FS
                                                    277.537
     6 -0.20294465D+04   51.7269170    0.0248547     83.979    39.369    FS
                                                    279.653
     7 -0.18948587D+04  134.5877305    0.0663175     80.817    41.785    FS
                                                    280.398
     8 -0.17771090D+04  117.7497470    0.0621417     75.171    48.821    FS
                                                    279.007
     9 -0.16666486D+04  110.4603353    0.0621573     73.744    53.216    FS
                                                    276.040
    10 -0.15879894D+04   78.6592272    0.0471960     70.080    59.128    FS
                                                    273.791
    11 -0.14867156D+04  101.2738533    0.0637749     55.256    84.821    FS
                                                    262.922
    12 -0.14190979D+04   67.6176644    0.0454812     61.596    78.070    FS
                                                    263.334
    13 -0.13703417D+04   48.7561978    0.0343572     60.651    97.336    FS
                                                    245.013
    14 -0.13685060D+04    1.8357533    0.0013396     49.465    83.476    FS
                                                    270.059
    15 -0.13060991D+04   62.4068286    0.0456022     63.446    68.807    FS
                                                    270.746
    16 -0.12406205D+04   65.4786168    0.0501330     89.734    66.934    FS
                                                    246.332
    17 -0.11980963D+04   42.5242424    0.0342766    135.441    88.261    FS
                                                    179.298
    18 -0.11635414D+04   34.5548543    0.0288415    206.507   100.248    FS
                                                     96.244
    19 -0.11321037D+04   31.4377259    0.0270190    203.475   109.402    FS
                                                     90.123
    20 -0.11127173D+04   19.3863515    0.0171242    131.924    98.606    FS
                                                    172.470


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 198


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15592769D+04    0.0000000    0.0000000      0.001   124.330    EM
                                                    278.669
     2 -0.15487925D+04   10.4843751    0.0067239      0.000   124.365    FS
                                                    278.635
     3 -0.13173172D+04  231.4753149    0.1494553      0.000   124.973    EM
                                                    278.027
     4 -0.12398769D+04   77.4402482    0.0587863      0.000   125.744    EM
                                                    277.256
     5 -0.11768526D+04   63.0242933    0.0508311      0.000   127.280    EM
                                                    275.720
     6 -0.11335588D+04   43.2938617    0.0367878      0.000   129.805    EM
                                                    273.195
     7 -0.11076538D+04   25.9049943    0.0228528      0.000   133.226    EM
                                                    269.774
     8 -0.10933686D+04   14.2852139    0.0128968      0.000   137.190    EM
                                                    265.810
     9 -0.10856555D+04    7.7130363    0.0070544      0.000   141.324    EM
                                                    261.676
    10 -0.10813665D+04    4.2890624    0.0039507      0.000   145.369    EM
                                                    257.631
    11 -0.10788346D+04    2.5319045    0.0023414      0.000   149.188    EM
                                                    253.812
    12 -0.10772340D+04    1.6005871    0.0014836      0.000   152.733    EM
                                                    250.267
    13 -0.10761565D+04    1.0775372    0.0010003      0.000   155.996    EM
                                                    247.004
    14 -0.10753925D+04    0.7639770    0.0007099      0.000   158.993    EM
                                                    244.007


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 199


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11527604D+04    0.0000000    0.0000000    215.649    89.281    EM
                                                     98.070
     2 -0.10821540D+04   70.6064534    0.0612499    220.233    83.068    EM
                                                     99.699
     3 -0.10742858D+04    7.8681657    0.0072708    222.696    79.428    EM
                                                    100.877
     4 -0.10726094D+04    1.6764249    0.0015605    224.279    76.936    EM
                                                    101.785
     5 -0.10717438D+04    0.8656073    0.0008070    225.325    75.175    EM
                                                    102.500


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 200


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13818991D+04    0.0000000    0.0000000     62.939    82.458    EM
                                                    257.603
     2 -0.12644865D+04  117.4126450    0.0849647     62.625    63.791    FS
                                                    276.584
     3 -0.12166459D+04   47.8405358    0.0378340     12.172   115.162    FS
                                                    275.666
     4 -0.11442504D+04   72.3954725    0.0595041     30.464   120.090    FS
                                                    252.445
     5 -0.11176488D+04   26.6015992    0.0232481      0.000   131.829    FS
                                                    271.171
     6 -0.11124206D+04    5.2282894    0.0046779      0.000   131.829    FS
                                                    271.171
     7 -0.10845812D+04   27.8393471    0.0250259      0.000   147.100    FS
                                                    255.900
     8 -0.10747144D+04    9.8667691    0.0090973      0.000   175.283    FS
                                                    227.717
     9 -0.10724691D+04    2.2453657    0.0020893      0.000   200.566    FS
                                                    202.434
    10 -0.10722190D+04    0.2500716    0.0002332      0.000   208.918    FS
                                                    194.082


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 201


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18730780D+04    0.0000000    0.0000000      6.652   116.736    EM
                                                    279.612
     2 -0.16364856D+04  236.5923623    0.1263121      1.183   122.645    FS
                                                    279.172
     3 -0.11769495D+04  459.5360486    0.2808067      1.988   127.665    EM
                                                    273.347
     4 -0.11152579D+04   61.6916040    0.0524165      3.427   130.050    EM
                                                    269.523
     5 -0.10934746D+04   21.7833626    0.0195321      6.091   129.786    EM
                                                    267.123
     6 -0.10843588D+04    9.1157696    0.0083365      9.094   129.707    EM
                                                    264.199
     7 -0.10794577D+04    4.9011617    0.0045199     11.621   130.428    EM
                                                    260.951
     8 -0.10767943D+04    2.6633096    0.0024673     13.470   131.682    EM
                                                    257.848
     9 -0.10752496D+04    1.5447635    0.0014346     14.765   133.167    EM
                                                    255.068
    10 -0.10742772D+04    0.9724053    0.0009044     15.671   134.725    EM
                                                    252.604


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 202


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14925848D+04    0.0000000    0.0000000    113.423    12.662    EM
                                                    276.915
     2 -0.12965304D+04  196.0543513    0.1313522    110.367    16.834    EM
                                                    275.799
     3 -0.12471572D+04   49.3732149    0.0380810    104.412    22.852    EM
                                                    275.735
     4 -0.11985743D+04   48.5828833    0.0389549     97.498    30.459    EM
                                                    275.043
     5 -0.11554100D+04   43.1642746    0.0360130     90.719    38.836    EM
                                                    273.445
     6 -0.11228830D+04   32.5270285    0.0281519     85.085    47.094    EM
                                                    270.822
     7 -0.11018627D+04   21.0202736    0.0187199     81.017    54.637    EM
                                                    267.345
     8 -0.10896629D+04   12.1998631    0.0110720     78.412    61.188    EM
                                                    263.401
     9 -0.10829178D+04    6.7450986    0.0061901     76.931    66.696    EM
                                                    259.373
    10 -0.10791684D+04    3.7493810    0.0034623     76.226    71.255    EM
                                                    255.519
    11 -0.10769948D+04    2.1736008    0.0020141     76.018    75.024    EM
                                                    251.958
    12 -0.10756587D+04    1.3360672    0.0012406     76.113    78.164    EM
                                                    248.722
    13 -0.10747865D+04    0.8722587    0.0008109     76.388    80.815    EM
                                                    245.797


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 203


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13528347D+04    0.0000000    0.0000000    133.937    18.650    EM
                                                    250.413
     2 -0.13151686D+04   37.6661486    0.0278424    132.011     0.001    FS
                                                    270.988
     3 -0.12475798D+04   67.5887429    0.0513917    145.395     0.000    FS
                                                    257.605
     4 -0.11879351D+04   59.6447569    0.0478084    158.863     0.000    FS
                                                    244.137
     5 -0.11324447D+04   55.4903556    0.0467116    179.583     0.000    FS
                                                    223.417
     6 -0.10979844D+04   34.4603334    0.0304300    186.437     0.000    FS
                                                    216.563
     7 -0.10805101D+04   17.4742840    0.0159149    184.466     0.000    FS
                                                    218.534
     8 -0.10742713D+04    6.2387679    0.0057739    189.473     0.000    FS
                                                    213.527
     9 -0.10725756D+04    1.6957756    0.0015785    200.854     0.000    FS
                                                    202.146
    10 -0.10722349D+04    0.3406373    0.0003176    209.759     0.000    FS
                                                    193.241


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 204


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17683515D+04    0.0000000    0.0000000      0.029   136.222    EM
                                                    266.749
     2 -0.16111289D+04  157.2225941    0.0889091      0.023   136.080    FS
                                                    266.897
     3 -0.16030186D+04    8.1103496    0.0050340      0.000   136.108    FS
                                                    266.892
     4 -0.12182194D+04  384.7992316    0.2400466      0.000   132.878    EM
                                                    270.122
     5 -0.11846325D+04   33.5868222    0.0275704      0.000   132.022    EM
                                                    270.978
     6 -0.11536377D+04   30.9948160    0.0261641      0.000   132.394    EM
                                                    270.606
     7 -0.11273151D+04   26.3226182    0.0228171      0.000   133.794    EM
                                                    269.206
     8 -0.11076434D+04   19.6717159    0.0174501      0.000   136.100    EM
                                                    266.900
     9 -0.10946066D+04   13.0368343    0.0117699      0.000   139.096    EM
                                                    263.904
    10 -0.10866546D+04    7.9520111    0.0072647      0.000   142.499    EM
                                                    260.501
    11 -0.10819637D+04    4.6908145    0.0043167      0.000   146.045    EM
                                                    256.955
    12 -0.10791618D+04    2.8019275    0.0025897      0.000   149.543    EM
                                                    253.457
    13 -0.10774139D+04    1.7479555    0.0016197      0.000   152.888    EM
                                                    250.112
    14 -0.10762608D+04    1.1530082    0.0010702      0.000   156.029    EM
                                                    246.971
    15 -0.10754580D+04    0.8028128    0.0007459      0.000   158.952    EM
                                                    244.048


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 205


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13375033D+04    0.0000000    0.0000000     39.975    89.896    EM
                                                    273.130
     2 -0.12181611D+04  119.3421732    0.0892276     33.189    97.273    EM
                                                    272.538
     3 -0.12022895D+04   15.8716440    0.0130292      0.038   126.559    FS
                                                    276.402
     4 -0.11143675D+04   87.9219356    0.0731288      0.000   133.039    EM
                                                    269.961
     5 -0.10978976D+04   16.4698994    0.0147796      0.000   136.686    EM
                                                    266.314
     6 -0.10883666D+04    9.5310352    0.0086812      0.000   140.457    EM
                                                    262.543
     7 -0.10829379D+04    5.4286835    0.0049879      0.000   144.301    EM
                                                    258.699
     8 -0.10797707D+04    3.1672034    0.0029246      0.000   148.044    EM
                                                    254.956
     9 -0.10778235D+04    1.9471981    0.0018033      0.000   151.585    EM
                                                    251.415
    10 -0.10765512D+04    1.2723435    0.0011805      0.000   154.884    EM
                                                    248.116
    11 -0.10756716D+04    0.8795627    0.0008170      0.000   157.936    EM
                                                    245.064


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 206


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12685310D+04    0.0000000    0.0000000     21.633   128.422    EM
                                                    252.945
     2 -0.11392138D+04  129.3172404    0.1019425      9.000   126.913    EM
                                                    267.087
     3 -0.10915242D+04   47.6895651    0.0418618      5.257   132.583    EM
                                                    265.160
     4 -0.10823930D+04    9.1312129    0.0083656      4.140   137.736    EM
                                                    261.123
     5 -0.10788640D+04    3.5290350    0.0032604      3.802   142.089    EM
                                                    257.108
     6 -0.10769158D+04    1.9482222    0.0018058      3.704   145.854    EM
                                                    253.442
     7 -0.10755467D+04    1.3690387    0.0012713      3.712   149.147    EM
                                                    250.141
     8 -0.10745845D+04    0.9622681    0.0008947      3.744   152.089    EM
                                                    247.167


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 207


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13477038D+04    0.0000000    0.0000000      2.340   231.628    EM
                                                    169.032
     2 -0.11854772D+04  162.2266307    0.1203726      2.250   168.746    EM
                                                    232.004
     3 -0.11389491D+04   46.5281047    0.0392484      2.532   149.857    EM
                                                    250.612
     4 -0.11188180D+04   20.1310787    0.0176751      3.059   144.270    EM
                                                    255.671
     5 -0.11039753D+04   14.8426648    0.0132664      3.758   142.474    EM
                                                    256.768
     6 -0.10928536D+04   11.1217528    0.0100743      4.590   142.217    EM
                                                    256.192
     7 -0.10848639D+04    7.9896727    0.0073108      5.484   142.870    EM
                                                    254.646
     8 -0.10791978D+04    5.6660572    0.0052228      6.335   144.145    EM
                                                    252.520
     9 -0.10752189D+04    3.9789315    0.0036869      7.069   145.839    EM
                                                    250.092
    10 -0.10726495D+04    2.5693628    0.0023896      7.636   147.833    EM
                                                    247.531
    11 -0.10711094D+04    1.5401613    0.0014358      8.068   149.992    EM
                                                    244.940
    12 -0.10701633D+04    0.9461214    0.0008833      8.425   152.181    EM
                                                    242.395


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 208


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17584781D+04    0.0000000    0.0000000      0.334   127.081    EM
                                                    275.584
     2 -0.17243706D+04   34.1074132    0.0193960      0.000   127.406    FS
                                                    275.594
     3 -0.16504000D+04   73.9706332    0.0428972      0.000   127.424    FS
                                                    275.576
     4 -0.12889336D+04  361.4663769    0.2190174      0.000   128.352    FS
                                                    274.648
     5 -0.11381746D+04  150.7590376    0.1169642      0.000   128.224    FS
                                                    274.776
     6 -0.11070229D+04   31.1516948    0.0273699      0.000   134.185    FS
                                                    268.815
     7 -0.10816728D+04   25.3501464    0.0228994      0.000   151.953    FS
                                                    251.047
     8 -0.10739348D+04    7.7379379    0.0071537      0.000   181.005    FS
                                                    221.995
     9 -0.10723682D+04    1.5666446    0.0014588      0.000   203.154    FS
                                                    199.846
    10 -0.10722118D+04    0.1563975    0.0001458      0.000   209.417    FS
                                                    193.583


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 209


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26456613D+04    0.0000000    0.0000000      0.001   100.999    EM
                                                    302.000
     2 -0.24215000D+04  224.1612757    0.0847279      0.000   101.419    FS
                                                    301.580
     3 -0.23757214D+04   45.7786316    0.0189051      0.000   100.881    FS
                                                    302.119
     4 -0.23756965D+04    0.0248761    0.0000105      0.000   100.882    FS
                                                    302.118
     5 -0.23682722D+04    7.4242608    0.0031251      0.000   112.144    FS
                                                    290.856
     6 -0.21648724D+04  203.3998747    0.0858853      0.000   119.095    FS
                                                    283.905
     7 -0.20372249D+04  127.6474174    0.0589630      0.000   122.348    FS
                                                    280.652
     8 -0.19209948D+04  116.2301376    0.0570532      0.000   124.016    FS
                                                    278.984
     9 -0.18101425D+04  110.8523081    0.0577057      0.000   125.699    FS
                                                    277.301
    10 -0.17066993D+04  103.4432024    0.0571464      0.000   129.375    FS
                                                    273.625
    11 -0.16104470D+04   96.2523129    0.0563968      0.000   139.652    FS
                                                    263.348
    12 -0.15223807D+04   88.0662639    0.0546844      0.000   168.622    FS
                                                    234.378
    13 -0.14459568D+04   76.4239008    0.0502003      0.000   231.366    FS
                                                    171.634
    14 -0.13798906D+04   66.0662247    0.0456903      0.000   314.542    FS
                                                     88.458
    15 -0.13128149D+04   67.0756991    0.0486094      0.000   368.648    FS
                                                     34.352
    16 -0.12432024D+04   69.6125192    0.0530254      0.000   374.430    FS
                                                     28.570
    17 -0.11278734D+04  115.3289672    0.0927677      0.000   376.461    EM
                                                     26.539
    18 -0.10896789D+04   38.1945405    0.0338642      0.000   377.344    EM
                                                     25.656
    19 -0.10809830D+04    8.6959154    0.0079803      0.000   377.853    EM
                                                     25.147
    20 -0.10785133D+04    2.4696188    0.0022846      0.000   378.188    EM
                                                     24.812


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 210


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12014931D+04    0.0000000    0.0000000      4.820   171.676    EM
                                                    226.504
     2 -0.11385678D+04   62.9252705    0.0523726      0.007   175.222    FS
                                                    227.771
     3 -0.10777133D+04   60.8544822    0.0534483      0.000   192.719    EM
                                                    210.281
     4 -0.10726832D+04    5.0301118    0.0046674      0.000   198.540    EM
                                                    204.460
     5 -0.10723221D+04    0.3610925    0.0003366      0.000   200.760    EM
                                                    202.240


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 211


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14403722D+04    0.0000000    0.0000000    220.578   178.171    EM
                                                      4.251
     2 -0.11064872D+04  333.8849455    0.2318046    231.033   167.396    EM
                                                      4.571
     3 -0.10998472D+04    6.6400712    0.0060010    239.110   159.028    EM
                                                      4.862
     4 -0.10926900D+04    7.1571842    0.0065074    244.977   152.893    EM
                                                      5.129
     5 -0.10901503D+04    2.5396999    0.0023243    249.546   148.101    EM
                                                      5.353
     6 -0.10864175D+04    3.7327460    0.0034241    252.810   144.634    EM
                                                      5.555
     7 -0.10836455D+04    2.7720001    0.0025515    255.166   142.096    EM
                                                      5.737
     8 -0.10811492D+04    2.4962805    0.0023036    256.636   140.465    EM
                                                      5.899
     9 -0.10790296D+04    2.1196434    0.0019605    257.523   139.430    EM
                                                      6.046
    10 -0.10775633D+04    1.4662980    0.0013589    257.868   138.958    EM
                                                      6.173
    11 -0.10763172D+04    1.2461361    0.0011564    257.930   138.783    EM
                                                      6.287
    12 -0.10754178D+04    0.8993275    0.0008356    257.759   138.854    EM
                                                      6.387


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 212


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12546413D+04    0.0000000    0.0000000      0.155   394.200    EM
                                                      8.645
     2 -0.11923280D+04   62.3133392    0.0496663      0.015   388.277    EM
                                                     14.708
     3 -0.11646658D+04   27.6622359    0.0232002      0.002   380.138    EM
                                                     22.860
     4 -0.11461121D+04   18.5536290    0.0159304      0.001   370.145    EM
                                                     32.854
     5 -0.11309239D+04   15.1882518    0.0132520      0.001   358.842    EM
                                                     44.157
     6 -0.11182676D+04   12.6562866    0.0111911      0.000   346.946    EM
                                                     56.054
     7 -0.11078639D+04   10.4036785    0.0093034      0.000   335.182    EM
                                                     67.818
     8 -0.10994786D+04    8.3853147    0.0075689      0.000   324.144    EM
                                                     78.855
     9 -0.10928405D+04    6.6381285    0.0060375      0.000   314.213    EM
                                                     88.787
    10 -0.10876597D+04    5.1807976    0.0047407      0.000   305.554    EM
                                                     97.446
    11 -0.10836659D+04    3.9937394    0.0036719      0.001   298.170    EM
                                                    104.830
    12 -0.10806273D+04    3.0385896    0.0028040      0.001   291.959    EM
                                                    111.040
    13 -0.10783503D+04    2.2770519    0.0021072      0.001   286.775    EM
                                                    116.224
    14 -0.10766729D+04    1.6773968    0.0015555      0.001   282.458    EM
                                                    120.541
    15 -0.10754594D+04    1.2134945    0.0011271      0.002   278.856    EM
                                                    124.142
    16 -0.10745970D+04    0.8624139    0.0008019      0.003   275.836    EM
                                                    127.161


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 213


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15874906D+04    0.0000000    0.0000000    163.452     6.345    EM
                                                    233.203
     2 -0.15017443D+04   85.7463397    0.0540138     95.765    33.532    FS
                                                    273.704
     3 -0.12514652D+04  250.2790903    0.1666589    105.373    33.316    EM
                                                    264.312
     4 -0.11595895D+04   91.8757178    0.0734145    107.056    31.605    EM
                                                    264.339
     5 -0.11159783D+04   43.6111577    0.0376091    108.573    30.450    EM
                                                    263.977
     6 -0.10978541D+04   18.1242381    0.0162407    110.740    29.852    EM
                                                    262.408
     7 -0.10880517D+04    9.8023803    0.0089287    113.414    29.606    EM
                                                    259.980
     8 -0.10819485D+04    6.1032137    0.0056093    116.349    29.580    EM
                                                    257.071
     9 -0.10781987D+04    3.7497479    0.0034657    119.350    29.695    EM
                                                    253.955
    10 -0.10758810D+04    2.3177645    0.0021497    122.287    29.897    EM
                                                    250.816
    11 -0.10743984D+04    1.4826095    0.0013780    125.091    30.147    EM
                                                    247.762
    12 -0.10734024D+04    0.9959910    0.0009270    127.728    30.420    EM
                                                    244.852


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 214


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23711622D+04    0.0000000    0.0000000     42.844   113.127    EM
                                                    247.029
     2 -0.19980172D+04  373.1449801    0.1573680     35.546   140.132    FS
                                                    227.322
     3 -0.17020637D+04  295.9535078    0.1481236     29.200   170.030    FS
                                                    203.770
     4 -0.15160056D+04  186.0581361    0.1093133     46.211   137.399    FS
                                                    219.389
     5 -0.10831869D+04  432.8187086    0.2854994     37.632   147.055    EM
                                                    218.313
     6 -0.10753004D+04    7.8864951    0.0072808     35.759   144.853    EM
                                                    222.388
     7 -0.10740508D+04    1.2496307    0.0011621     35.597   141.017    EM
                                                    226.387
     8 -0.10734383D+04    0.6124745    0.0005702     35.731   137.458    EM
                                                    229.811


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 215


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14376578D+04    0.0000000    0.0000000     65.592    58.965    EM
                                                    278.442
     2 -0.12316473D+04  206.0104696    0.1432959     43.374    83.330    EM
                                                    276.297
     3 -0.11626727D+04   68.9746406    0.0560019      0.377   127.502    FS
                                                    275.121
     4 -0.11040289D+04   58.6437370    0.0504387      0.028   134.028    EM
                                                    268.944
     5 -0.10907751D+04   13.2538743    0.0120050      0.002   138.544    EM
                                                    264.454
     6 -0.10842361D+04    6.5389678    0.0059948      0.000   142.644    EM
                                                    260.356
     7 -0.10805445D+04    3.6915857    0.0034048      0.000   146.583    EM
                                                    256.417
     8 -0.10783222D+04    2.2223397    0.0020567      0.000   150.291    EM
                                                    252.709
     9 -0.10768927D+04    1.4294739    0.0013256      0.000   153.731    EM
                                                    249.269
    10 -0.10759167D+04    0.9760317    0.0009063      0.000   156.901    EM
                                                    246.099


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 216


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14954033D+04    0.0000000    0.0000000      2.122   154.676    EM
                                                    246.202
     2 -0.14805477D+04   14.8556826    0.0099342      0.000   157.810    FS
                                                    245.190
     3 -0.14449653D+04   35.5823458    0.0240332      0.000   148.595    FS
                                                    254.405
     4 -0.13232318D+04  121.7334953    0.0842467      0.000   131.079    FS
                                                    271.921
     5 -0.12330554D+04   90.1764056    0.0681486      0.000   145.081    FS
                                                    257.919
     6 -0.11707729D+04   62.2825213    0.0505107      0.000   177.585    FS
                                                    225.415
     7 -0.11214963D+04   49.2766134    0.0420890      0.000   219.538    FS
                                                    183.462
     8 -0.10916120D+04   29.8842801    0.0266468      0.000   230.729    FS
                                                    172.271
     9 -0.10781639D+04   13.4480751    0.0123195      0.000   215.175    FS
                                                    187.825
    10 -0.10735411D+04    4.6228657    0.0042877      0.000   213.002    FS
                                                    189.998
    11 -0.10724176D+04    1.1234963    0.0010465      0.000   213.366    FS
                                                    189.634
    12 -0.10722254D+04    0.1921208    0.0001791      0.000   212.900    FS
                                                    190.100


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 217


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15029155D+04    0.0000000    0.0000000     16.330   118.302    EM
                                                    268.368
     2 -0.14669795D+04   35.9359832    0.0239108      0.000   127.753    FS
                                                    275.247
     3 -0.13710919D+04   95.8875828    0.0653640      0.000   130.866    FS
                                                    272.134
     4 -0.11685909D+04  202.5010130    0.1476932      0.000   136.447    EM
                                                    266.553
     5 -0.11334503D+04   35.1405585    0.0300709      0.000   136.792    EM
                                                    266.208
     6 -0.11136728D+04   19.7775011    0.0174489      0.000   137.846    EM
                                                    265.154
     7 -0.10993418D+04   14.3310745    0.0128683      0.000   139.838    EM
                                                    263.162
     8 -0.10897938D+04    9.5479221    0.0086851      0.000   142.520    EM
                                                    260.480
     9 -0.10838651D+04    5.9287323    0.0054402      0.000   145.602    EM
                                                    257.398
    10 -0.10802842D+04    3.5809446    0.0033039      0.000   148.836    EM
                                                    254.164
    11 -0.10780915D+04    2.1926454    0.0020297      0.000   152.047    EM
                                                    250.953
    12 -0.10766915D+04    1.3999991    0.0012986      0.000   155.138    EM
                                                    247.862
    13 -0.10757488D+04    0.9427194    0.0008756      0.000   158.058    EM
                                                    244.942


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 218


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14742539D+04    0.0000000    0.0000000     60.235    92.633    EM
                                                    250.132
     2 -0.13357039D+04  138.5500336    0.0939798     24.541   105.776    FS
                                                    272.683
     3 -0.11534814D+04  182.2224419    0.1364243     18.719   114.446    EM
                                                    269.835
     4 -0.11241477D+04   29.3337344    0.0254306     15.295   119.469    EM
                                                    268.236
     5 -0.11045477D+04   19.6000097    0.0174354     13.312   123.732    EM
                                                    265.956
     6 -0.10918826D+04   12.6651432    0.0114664     12.183   127.800    EM
                                                    263.016
     7 -0.10841884D+04    7.6941497    0.0070467     11.596   131.729    EM
                                                    259.675
     8 -0.10796449D+04    4.5434911    0.0041907     11.353   135.462    EM
                                                    256.185
     9 -0.10769211D+04    2.7238682    0.0025229     11.325   138.949    EM
                                                    252.726
    10 -0.10752019D+04    1.7191971    0.0015964     11.433   142.165    EM
                                                    249.403
    11 -0.10740424D+04    1.1594203    0.0010783     11.626   145.114    EM
                                                    246.260
    12 -0.10732054D+04    0.8370306    0.0007793     11.875   147.813    EM
                                                    243.312


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 219


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15123153D+04    0.0000000    0.0000000     95.981    30.970    EM
                                                    276.049
     2 -0.12908714D+04  221.4438886    0.1464271     58.994    70.218    EM
                                                    273.788
     3 -0.12397368D+04   51.1346713    0.0396125      1.737   132.158    FS
                                                    269.105
     4 -0.11517452D+04   87.9915178    0.0709760      1.729   141.263    EM
                                                    260.008
     5 -0.11289666D+04   22.7786419    0.0197775      2.368   140.636    EM
                                                    259.997
     6 -0.11110932D+04   17.8733624    0.0158316      3.603   139.363    EM
                                                    260.034
     7 -0.10975621D+04   13.5311162    0.0121782      5.300   138.776    EM
                                                    258.924
     8 -0.10882612D+04    9.3008986    0.0084741      7.247   138.882    EM
                                                    256.870
     9 -0.10823721D+04    5.8891223    0.0054115      9.248   139.509    EM
                                                    254.243
    10 -0.10788060D+04    3.5660564    0.0032947     11.185   140.452    EM
                                                    251.363
    11 -0.10766497D+04    2.1563026    0.0019988     13.006   141.533    EM
                                                    248.461
    12 -0.10753009D+04    1.3488139    0.0012528     14.698   142.629    EM
                                                    245.673
    13 -0.10744114D+04    0.8895723    0.0008273     16.261   143.666    EM
                                                    243.073


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 220


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16168567D+04    0.0000000    0.0000000     50.549   126.648    EM
                                                    225.804
     2 -0.13736284D+04  243.2283098    0.1504328     40.671    85.906    FS
                                                    276.423
     3 -0.11873882D+04  186.2402444    0.1355827     32.135    94.330    EM
                                                    276.535
     4 -0.11266584D+04   60.7297717    0.0511457     28.975   100.542    EM
                                                    273.483
     5 -0.11005329D+04   26.1255130    0.0231885     27.612   106.064    EM
                                                    269.325
     6 -0.10884816D+04   12.0513155    0.0109504     27.132   111.100    EM
                                                    264.768
     7 -0.10824203D+04    6.0612495    0.0055685     27.138   115.582    EM
                                                    260.280
     8 -0.10790550D+04    3.3653390    0.0031091     27.416   119.515    EM
                                                    256.069
     9 -0.10770075D+04    2.0475017    0.0018975     27.843   122.958    EM
                                                    252.199
    10 -0.10756646D+04    1.3429015    0.0012469     28.351   125.983    EM
                                                    248.666
    11 -0.10747306D+04    0.9339898    0.0008683     28.902   128.654    EM
                                                    245.445


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 221


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17452530D+04    0.0000000    0.0000000     27.403    95.893    EM
                                                    279.704
     2 -0.16288251D+04  116.4278942    0.0667112     15.388   109.654    FS
                                                    277.959
     3 -0.15159439D+04  112.8812571    0.0693023      9.620   117.382    FS
                                                    275.998
     4 -0.14250982D+04   90.8456917    0.0599268     11.211   124.065    FS
                                                    267.724
     5 -0.13548232D+04   70.2749687    0.0493124     14.404   150.674    FS
                                                    237.922
     6 -0.12996616D+04   55.1615765    0.0407150     14.989   241.236    FS
                                                    146.774
     7 -0.12817886D+04   17.8730183    0.0137521     17.655   359.620    FS
                                                     25.725
     8 -0.11093479D+04  172.4406597    0.1345313     27.840   354.002    EM
                                                     21.159
     9 -0.10843997D+04   24.9482633    0.0224891     35.379   348.535    EM
                                                     19.086
    10 -0.10769893D+04    7.4103742    0.0068336     40.674   344.244    EM
                                                     18.082
    11 -0.10740583D+04    2.9310347    0.0027215     44.319   341.093    EM
                                                     17.588
    12 -0.10727008D+04    1.3574889    0.0012639     46.835   338.814    EM
                                                     17.351
    13 -0.10719967D+04    0.7040591    0.0006563     48.602   337.150    EM
                                                     17.248


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 222


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13446471D+04    0.0000000    0.0000000     55.085    90.999    EM
                                                    256.916
     2 -0.11649195D+04  179.7276308    0.1336616     45.674    85.992    EM
                                                    271.334
     3 -0.11313646D+04   33.5548656    0.0288045     41.894    90.340    EM
                                                    270.766
     4 -0.11085140D+04   22.8505931    0.0201974     38.978    95.657    EM
                                                    268.365
     5 -0.10938440D+04   14.6700227    0.0132340     36.811   101.008    EM
                                                    265.180
     6 -0.10851563D+04    8.6877018    0.0079424     35.314   106.091    EM
                                                    261.595
     7 -0.10800547D+04    5.1016227    0.0047013     34.398   110.673    EM
                                                    257.929
     8 -0.10770145D+04    3.0401080    0.0028148     33.881   114.769    EM
                                                    254.351
     9 -0.10751303D+04    1.8842931    0.0017496     33.644   118.396    EM
                                                    250.959
    10 -0.10740632D+04    1.0670692    0.0009925     33.560   121.617    EM
                                                    247.823
    11 -0.10733271D+04    0.7360483    0.0006853     33.633   124.405    EM
                                                    244.962


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 223


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12084515D+04    0.0000000    0.0000000    140.160     8.497    EM
                                                    254.343
     2 -0.11983776D+04   10.0739369    0.0083362    180.707     0.001    FS
                                                    222.293
     3 -0.10823396D+04  116.0379775    0.0968292    194.854     0.001    EM
                                                    208.145
     4 -0.10733513D+04    8.9882948    0.0083045    199.269     0.001    EM
                                                    203.730
     5 -0.10726814D+04    0.6699374    0.0006242    201.183     0.002    EM
                                                    201.815


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 224


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14824270D+04    0.0000000    0.0000000    321.457    23.165    EM
                                                     58.378
     2 -0.12380307D+04  244.3962872    0.1648623    244.904    41.874    EM
                                                    116.223
     3 -0.11340783D+04  103.9523980    0.0839659    195.893    54.104    EM
                                                    153.002
     4 -0.11032088D+04   30.8694871    0.0272199    173.526    60.371    EM
                                                    169.103
     5 -0.10912900D+04   11.9188559    0.0108038    163.458    63.882    EM
                                                    175.660
     6 -0.10841249D+04    7.1650792    0.0065657    158.086    66.333    EM
                                                    178.581
     7 -0.10794155D+04    4.7093899    0.0043440    154.689    68.318    EM
                                                    179.993
     8 -0.10764247D+04    2.9907976    0.0027708    152.355    69.998    EM
                                                    180.647
     9 -0.10746255D+04    1.7991743    0.0016714    150.735    71.401    EM
                                                    180.865
    10 -0.10735949D+04    1.0306907    0.0009591    149.640    72.534    EM
                                                    180.826
    11 -0.10730241D+04    0.5707219    0.0005316    148.933    73.421    EM
                                                    180.646


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 225


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12871094D+04    0.0000000    0.0000000    255.560    49.755    EM
                                                     97.685
     2 -0.11310863D+04  156.0230813    0.1212198    232.556    43.231    EM
                                                    127.212
     3 -0.11042754D+04   26.8109501    0.0237037    211.708    41.688    EM
                                                    149.604
     4 -0.10919643D+04   12.3110565    0.0111485    196.031    41.585    EM
                                                    165.384
     5 -0.10851536D+04    6.8107613    0.0062372    184.203    42.554    EM
                                                    176.243
     6 -0.10803199D+04    4.8337001    0.0044544    175.365    43.809    EM
                                                    183.827
     7 -0.10773829D+04    2.9369500    0.0027186    168.584    45.186    EM
                                                    189.230
     8 -0.10748721D+04    2.5108276    0.0023305    163.663    46.252    EM
                                                    193.085
     9 -0.10735079D+04    1.3642296    0.0012692    159.961    47.181    EM
                                                    195.858
    10 -0.10723573D+04    1.1505503    0.0010718    157.243    47.933    EM
                                                    197.824
    11 -0.10715933D+04    0.7640032    0.0007125    155.272    48.485    EM
                                                    199.242


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 226


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16410352D+04    0.0000000    0.0000000      9.726   115.676    EM
                                                    277.597
     2 -0.14882723D+04  152.7628830    0.0930893     20.600   104.833    FS
                                                    277.567
     3 -0.13759981D+04  112.2741802    0.0754393     15.757   111.813    FS
                                                    275.430
     4 -0.13431297D+04   32.8683768    0.0238869      1.451   123.468    FS
                                                    278.081
     5 -0.12234564D+04  119.6733316    0.0891004      0.000   126.768    FS
                                                    276.232
     6 -0.11496503D+04   73.8060956    0.0603259      0.000   131.883    FS
                                                    271.117
     7 -0.11013033D+04   48.3470124    0.0420537      0.000   144.701    FS
                                                    258.299
     8 -0.10786875D+04   22.6157582    0.0205354      0.000   169.167    FS
                                                    233.833
     9 -0.10729261D+04    5.7614712    0.0053412      0.000   195.036    FS
                                                    207.964
    10 -0.10722504D+04    0.6757005    0.0006298      0.000   207.174    FS
                                                    195.826


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 227


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16447213D+04    0.0000000    0.0000000    151.015     0.713    EM
                                                    251.272
     2 -0.15191312D+04  125.5901476    0.0763595    152.552     1.915    FS
                                                    248.533
     3 -0.12407493D+04  278.3818456    0.1832507    141.968     0.000    FS
                                                    261.032
     4 -0.11909881D+04   49.7612653    0.0401058    143.238     0.000    FS
                                                    259.762
     5 -0.11161690D+04   74.8190437    0.0628210    153.685     0.000    EM
                                                    249.315
     6 -0.11003353D+04   15.8337435    0.0141858    154.409     0.000    EM
                                                    248.591
     7 -0.10910829D+04    9.2523642    0.0084087    154.255     0.000    EM
                                                    248.745
     8 -0.10847254D+04    6.3575631    0.0058268    154.787     0.000    EM
                                                    248.213
     9 -0.10805864D+04    4.1389607    0.0038157    156.041     0.000    EM
                                                    246.959
    10 -0.10780000D+04    2.5864102    0.0023935    157.786     0.000    EM
                                                    245.214
    11 -0.10764032D+04    1.5967516    0.0014812    159.805     0.000    EM
                                                    243.195
    12 -0.10753988D+04    1.0044403    0.0009331    161.941     0.000    EM
                                                    241.059
    13 -0.10747391D+04    0.6596600    0.0006134    164.092     0.000    EM
                                                    238.908


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 228


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15918372D+04    0.0000000    0.0000000    102.918    21.129    EM
                                                    278.953
     2 -0.15734882D+04   18.3489561    0.0115269    123.233     0.834    FS
                                                    278.934
     3 -0.13894845D+04  184.0037446    0.1169400    120.745     4.488    EM
                                                    277.767
     4 -0.13045504D+04   84.9340872    0.0611263    105.718    20.670    EM
                                                    276.612
     5 -0.12031910D+04  101.3593221    0.0776967     78.773    52.287    EM
                                                    271.940
     6 -0.11206400D+04   82.5510790    0.0686101     53.381    85.168    EM
                                                    264.450
     7 -0.10848176D+04   35.8224017    0.0319660     40.419   104.516    EM
                                                    258.065
     8 -0.10754326D+04    9.3849978    0.0086512     35.364   113.364    EM
                                                    254.272
     9 -0.10732567D+04    2.1758473    0.0020232     33.566   117.132    EM
                                                    252.302
    10 -0.10726891D+04    0.5676294    0.0005289     33.068   118.697    EM
                                                    251.235


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 229


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14860891D+04    0.0000000    0.0000000     60.139    81.136    EM
                                                    261.725
     2 -0.12993463D+04  186.7427942    0.1256606     10.296   128.352    FS
                                                    264.353
     3 -0.11714609D+04  127.8854108    0.0984229      0.000   136.209    FS
                                                    266.791
     4 -0.11107149D+04   60.7459756    0.0518549      0.000   150.438    FS
                                                    252.562
     5 -0.10853964D+04   25.3184641    0.0227947      0.000   176.967    FS
                                                    226.033
     6 -0.10766628D+04    8.7336611    0.0080465      0.000   202.726    FS
                                                    200.274
     7 -0.10734558D+04    3.2069942    0.0029786      0.000   208.734    FS
                                                    194.266
     8 -0.10724399D+04    1.0158274    0.0009463      0.000   211.988    FS
                                                    191.012
     9 -0.10722304D+04    0.2095533    0.0001954      0.000   212.754    FS
                                                    190.246


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 230


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12176186D+04    0.0000000    0.0000000     13.567   293.813    EM
                                                     95.620
     2 -0.11095518D+04  108.0667686    0.0887526     10.842   294.202    EM
                                                     97.956
     3 -0.10955311D+04   14.0207237    0.0126364      9.372   291.545    EM
                                                    102.083
     4 -0.10891593D+04    6.3718005    0.0058162      8.451   287.431    EM
                                                    107.118
     5 -0.10844392D+04    4.7201167    0.0043337      7.901   282.673    EM
                                                    112.426
     6 -0.10807667D+04    3.6724674    0.0033865      7.622   277.814    EM
                                                    117.564
     7 -0.10779207D+04    2.8460377    0.0026334      7.552   273.174    EM
                                                    122.273
     8 -0.10757409D+04    2.1798052    0.0020222      7.639   268.921    EM
                                                    126.441
     9 -0.10740972D+04    1.6437231    0.0015280      7.830   265.122    EM
                                                    130.048
    10 -0.10728798D+04    1.2173494    0.0011334      8.078   261.792    EM
                                                    133.130
    11 -0.10719953D+04    0.8844548    0.0008244      8.338   258.916    EM
                                                    135.745


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 231


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13198674D+04    0.0000000    0.0000000    161.697     3.680    EM
                                                    237.623
     2 -0.12037819D+04  116.0854513    0.0879524    141.429     4.498    EM
                                                    257.073
     3 -0.11594263D+04   44.3556620    0.0368469    133.846     6.630    EM
                                                    262.524
     4 -0.11335082D+04   25.9180529    0.0223542    129.469     9.803    EM
                                                    263.729
     5 -0.11132212D+04   20.2870643    0.0178976    125.779    14.024    EM
                                                    263.197
     6 -0.10979095D+04   15.3116378    0.0137544    122.526    18.982    EM
                                                    261.492
     7 -0.10875628D+04   10.3466953    0.0094240    119.866    24.170    EM
                                                    258.964
     8 -0.10812126D+04    6.3502460    0.0058390    117.875    29.133    EM
                                                    255.993
     9 -0.10775274D+04    3.6851867    0.0034084    116.470    33.609    EM
                                                    252.921
    10 -0.10754129D+04    2.1145343    0.0019624    115.505    37.511    EM
                                                    249.985
    11 -0.10741729D+04    1.2399859    0.0011530    114.844    40.850    EM
                                                    247.306
    12 -0.10734181D+04    0.7548337    0.0007027    114.391    43.682    EM
                                                    244.927


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 232


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16002762D+04    0.0000000    0.0000000     88.687    72.754    EM
                                                    241.559
     2 -0.14016238D+04  198.6523837    0.1241363     90.540    39.870    FS
                                                    272.590
     3 -0.13564419D+04   45.1818924    0.0322354    126.389     0.121    FS
                                                    276.490
     4 -0.11567137D+04  199.7282617    0.1472442    129.728     0.007    EM
                                                    273.265
     5 -0.11230096D+04   33.7040569    0.0291378    132.123     0.001    EM
                                                    270.876
     6 -0.11029598D+04   20.0497806    0.0178536    135.289     0.000    EM
                                                    267.711
     7 -0.10912143D+04   11.7455480    0.0106491    138.968     0.000    EM
                                                    264.032
     8 -0.10845539D+04    6.6603693    0.0061036    142.835     0.000    EM
                                                    260.165
     9 -0.10807291D+04    3.8247941    0.0035266    146.653     0.000    EM
                                                    256.347
    10 -0.10784275D+04    2.3016381    0.0021297    150.291     0.000    EM
                                                    252.709
    11 -0.10769556D+04    1.4718709    0.0013648    153.691     0.000    EM
                                                    249.309
    12 -0.10759570D+04    0.9986432    0.0009273    156.838     0.000    EM
                                                    246.162


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 233


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19132989D+04    0.0000000    0.0000000     18.198   188.079    EM
                                                    196.723
     2 -0.16269668D+04  286.3321734    0.1496537     18.794   190.962    FS
                                                    193.244
     3 -0.14667829D+04  160.1839126    0.0984556     21.561   183.568    FS
                                                    197.871
     4 -0.11294765D+04  337.3063930    0.2299634     10.869   186.174    EM
                                                    205.957
     5 -0.11068260D+04   22.6504465    0.0200539      7.585   184.511    EM
                                                    210.904
     6 -0.10950524D+04   11.7735990    0.0106373      6.273   181.612    EM
                                                    215.115
     7 -0.10871244D+04    7.9280199    0.0072399      5.690   178.807    EM
                                                    218.503
     8 -0.10816804D+04    5.4440128    0.0050077      5.462   176.646    EM
                                                    220.892
     9 -0.10780449D+04    3.6354766    0.0033610      5.439   175.230    EM
                                                    222.331
    10 -0.10757074D+04    2.3375286    0.0021683      5.546   174.469    EM
                                                    222.985
    11 -0.10742457D+04    1.4616906    0.0013588      5.740   174.209    EM
                                                    223.051
    12 -0.10733389D+04    0.9067532    0.0008441      5.997   174.299    EM
                                                    222.704


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 234


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13815215D+04    0.0000000    0.0000000      0.242   218.819    EM
                                                    183.938
     2 -0.13644335D+04   17.0879912    0.0123690      0.000   213.205    FS
                                                    189.795
     3 -0.11924530D+04  171.9804994    0.1260453      0.000   193.667    EM
                                                    209.333
     4 -0.11223049D+04   70.1481508    0.0588268      0.000   180.309    EM
                                                    222.691
     5 -0.11009896D+04   21.3152912    0.0189924      0.000   172.943    EM
                                                    230.057
     6 -0.10911909D+04    9.7986388    0.0088998      0.000   168.980    EM
                                                    234.020
     7 -0.10847119D+04    6.4790498    0.0059376      0.000   167.033    EM
                                                    235.967
     8 -0.10803670D+04    4.3449015    0.0040056      0.000   166.400    EM
                                                    236.600
     9 -0.10775893D+04    2.7776817    0.0025711      0.000   166.651    EM
                                                    236.349
    10 -0.10758777D+04    1.7116308    0.0015884      0.000   167.480    EM
                                                    235.520
    11 -0.10748386D+04    1.0390322    0.0009658      0.000   168.668    EM
                                                    234.332
    12 -0.10742003D+04    0.6383224    0.0005939      0.000   170.059    EM
                                                    232.941


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 235


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13163893D+04    0.0000000    0.0000000    113.930    46.317    EM
                                                    242.753
     2 -0.12226135D+04   93.7757747    0.0712371    137.846     0.010    FS
                                                    265.144
     3 -0.11855878D+04   37.0256782    0.0302840    136.922     0.000    FS
                                                    266.078
     4 -0.11173252D+04   68.2626202    0.0575770    136.061     0.000    FS
                                                    266.939
     5 -0.10827340D+04   34.5912086    0.0309589    154.833     0.000    FS
                                                    248.167
     6 -0.10735840D+04    9.1500538    0.0084509    185.362     0.000    FS
                                                    217.638
     7 -0.10723008D+04    1.2831071    0.0011952    205.384     0.000    FS
                                                    197.616
     8 -0.10722058D+04    0.0950324    0.0000886    209.875     0.000    FS
                                                    193.125


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 236


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17884371D+04    0.0000000    0.0000000      1.164   129.921    EM
                                                    271.915
     2 -0.17772528D+04   11.1843356    0.0062537      0.000   131.465    FS
                                                    271.535
     3 -0.17536567D+04   23.5960946    0.0132767      0.000   129.427    FS
                                                    273.573
     4 -0.11139375D+04  639.7191610    0.3647916      0.000   152.702    EM
                                                    250.298
     5 -0.10964441D+04   17.4934594    0.0157042      0.000   156.481    EM
                                                    246.519
     6 -0.10882747D+04    8.1693594    0.0074508      0.000   156.951    EM
                                                    246.049
     7 -0.10828377D+04    5.4369543    0.0049959      0.000   157.512    EM
                                                    245.488
     8 -0.10793374D+04    3.5003248    0.0032325      0.000   158.642    EM
                                                    244.358
     9 -0.10771634D+04    2.1740482    0.0020142      0.000   160.223    EM
                                                    242.777
    10 -0.10758240D+04    1.3393564    0.0012434      0.000   162.068    EM
                                                    240.932
    11 -0.10749806D+04    0.8434157    0.0007840      0.000   164.035    EM
                                                    238.965


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 237


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15721941D+04    0.0000000    0.0000000      2.277   317.583    EM
                                                     83.141
     2 -0.13105935D+04  261.6006392    0.1663921      0.000   332.635    FS
                                                     70.365
     3 -0.11535943D+04  156.9991963    0.1197924      0.000   232.462    FS
                                                    170.538
     4 -0.11156812D+04   37.9130173    0.0328651      0.000   175.441    FS
                                                    227.559
     5 -0.10917711D+04   23.9101235    0.0214310      0.000   177.749    FS
                                                    225.251
     6 -0.10807476D+04   11.0234691    0.0100969      0.000   178.088    FS
                                                    224.912
     7 -0.10754522D+04    5.2954669    0.0048998      0.000   185.712    FS
                                                    217.288
     8 -0.10730849D+04    2.3672800    0.0022012      0.000   197.109    FS
                                                    205.891
     9 -0.10723345D+04    0.7504011    0.0006993      0.000   207.438    FS
                                                    195.562


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 238


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14505258D+04    0.0000000    0.0000000     51.164    79.066    EM
                                                    272.770
     2 -0.12776659D+04  172.8599595    0.1191705      1.404   138.596    FS
                                                    263.000
     3 -0.12281620D+04   49.5038553    0.0387455      0.000   135.017    FS
                                                    267.983
     4 -0.11842037D+04   43.9582830    0.0357919      0.000   134.705    EM
                                                    268.295
     5 -0.11388210D+04   45.3827588    0.0383234      0.000   134.871    EM
                                                    268.129
     6 -0.11151818D+04   23.6391481    0.0207576      0.000   136.260    EM
                                                    266.740
     7 -0.10998612D+04   15.3206214    0.0137382      0.000   138.599    EM
                                                    264.401
     8 -0.10899644D+04    9.8968068    0.0089982      0.000   141.572    EM
                                                    261.428
     9 -0.10839414D+04    6.0229867    0.0055259      0.000   144.877    EM
                                                    258.123
    10 -0.10803440D+04    3.5973973    0.0033188      0.000   148.274    EM
                                                    254.726
    11 -0.10781476D+04    2.1963753    0.0020330      0.000   151.603    EM
                                                    251.397
    12 -0.10767421D+04    1.4055744    0.0013037      0.000   154.777    EM
                                                    248.223
    13 -0.10757918D+04    0.9502089    0.0008825      0.000   157.758    EM
                                                    245.242


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 239


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16137320D+04    0.0000000    0.0000000    273.596     3.494    EM
                                                    125.910
     2 -0.11734933D+04  440.2386006    0.2728078    221.883     3.181    EM
                                                    177.937
     3 -0.11357969D+04   37.6964403    0.0321233    191.078     3.008    EM
                                                    208.914
     4 -0.11157012D+04   20.0956701    0.0176930    175.419     3.024    EM
                                                    224.558
     5 -0.11020950D+04   13.6062533    0.0121952    167.465     3.186    EM
                                                    232.349
     6 -0.10923103D+04    9.7846448    0.0088782    163.261     3.453    EM
                                                    236.286
     7 -0.10853793D+04    6.9310416    0.0063453    161.113     3.794    EM
                                                    238.093
     8 -0.10806665D+04    4.7127533    0.0043420    160.249     4.188    EM
                                                    238.563
     9 -0.10775810D+04    3.0855914    0.0028553    160.222     4.628    EM
                                                    238.151
    10 -0.10755901D+04    1.9908815    0.0018475    160.713     5.118    EM
                                                    237.169
    11 -0.10742603D+04    1.3298046    0.0012363    161.481     5.680    EM
                                                    235.840
    12 -0.10732458D+04    1.0145090    0.0009444    162.331     6.343    EM
                                                    234.326
    13 -0.10722518D+04    0.9939853    0.0009261    163.130     7.123    EM
                                                    232.747


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 240


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19360063D+04    0.0000000    0.0000000     41.896    95.627    EM
                                                    265.477
     2 -0.16900005D+04  246.0058009    0.1270687    145.392    14.479    FS
                                                    243.130
     3 -0.14816394D+04  208.3611121    0.1232906    151.086     4.647    FS
                                                    247.268
     4 -0.13336338D+04  148.0056404    0.0998932    153.193     1.162    FS
                                                    248.645
     5 -0.12998340D+04   33.7997517    0.0253441    151.887     0.000    FS
                                                    251.113
     6 -0.10767691D+04  223.0648993    0.1716103    161.026     0.000    EM
                                                    241.974
     7 -0.10751363D+04    1.6328523    0.0015164    164.411     0.000    EM
                                                    238.589
     8 -0.10744770D+04    0.6592630    0.0006132    166.588     0.000    EM
                                                    236.412


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 241


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21921829D+04    0.0000000    0.0000000      0.213   378.261    EM
                                                     24.526
     2 -0.20630535D+04  129.1294582    0.0589045      0.245   378.900    FS
                                                     23.855
     3 -0.17142638D+04  348.7896481    0.1690648      0.029   310.561    EM
                                                     92.410
     4 -0.14209220D+04  293.3418523    0.1711183      0.006   218.303    EM
                                                    184.690
     5 -0.12491020D+04  171.8200009    0.1209215      0.003   166.158    EM
                                                    236.839
     6 -0.11737918D+04   75.3101798    0.0602915      0.002   149.294    EM
                                                    253.704
     7 -0.11432188D+04   30.5729867    0.0260463      0.002   143.931    EM
                                                    259.068
     8 -0.11229786D+04   20.2401898    0.0177046      0.001   142.267    EM
                                                    260.731
     9 -0.11071236D+04   15.8550197    0.0141187      0.001   142.378    EM
                                                    260.620
    10 -0.10954272D+04   11.6964253    0.0105647      0.002   143.678    EM
                                                    259.321
    11 -0.10875017D+04    7.9255035    0.0072351      0.002   145.793    EM
                                                    257.205
    12 -0.10824756D+04    5.0260899    0.0046217      0.003   148.402    EM
                                                    254.595
    13 -0.10793847D+04    3.0908495    0.0028554      0.006   151.246    EM
                                                    251.749
    14 -0.10774678D+04    1.9169646    0.0017760      0.012   154.137    EM
                                                    248.851
    15 -0.10762255D+04    1.2422588    0.0011529      0.032   156.952    EM
                                                    246.016
    16 -0.10753436D+04    0.8819572    0.0008195      0.100   159.592    EM
                                                    243.308


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 242


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15737718D+04    0.0000000    0.0000000    319.527     2.541    EM
                                                     80.932
     2 -0.12324737D+04  341.2980836    0.2168663    252.565     3.048    EM
                                                    147.386
     3 -0.11624244D+04   70.0493094    0.0568364    205.046     3.571    EM
                                                    194.383
     4 -0.11315930D+04   30.8314183    0.0265234    178.920     4.381    EM
                                                    219.700
     5 -0.11126617D+04   18.9312709    0.0167298    165.767     5.416    EM
                                                    231.817
     6 -0.10993758D+04   13.2859563    0.0119407    158.691     6.633    EM
                                                    237.677
     7 -0.10896212D+04    9.7545907    0.0088728    154.595     7.932    EM
                                                    240.473
     8 -0.10825271D+04    7.0940911    0.0065106    152.329     9.141    EM
                                                    241.530
     9 -0.10774623D+04    5.0647809    0.0046787    151.410    10.101    EM
                                                    241.488
    10 -0.10739476D+04    3.5147416    0.0032621    151.517    10.751    EM
                                                    240.732
    11 -0.10716603D+04    2.2873178    0.0021298    152.381    11.113    EM
                                                    239.506
    12 -0.10702510D+04    1.4092573    0.0013150    153.737    11.280    EM
                                                    237.983
    13 -0.10693949D+04    0.8561105    0.0007999    155.355    11.349    EM
                                                    236.295


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 243


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14522726D+04    0.0000000    0.0000000    105.504    30.179    EM
                                                    267.317
     2 -0.12593902D+04  192.8824282    0.1328142     94.017    36.194    EM
                                                    272.790
     3 -0.12075022D+04   51.8879561    0.0412009     83.246    46.231    EM
                                                    273.523
     4 -0.11643472D+04   43.1550509    0.0357391     73.443    56.705    EM
                                                    272.852
     5 -0.11308488D+04   33.4984019    0.0287701     65.243    66.867    EM
                                                    270.889
     6 -0.11069690D+04   23.8797730    0.0211167     59.039    75.977    EM
                                                    267.983
     7 -0.10923594D+04   14.6096231    0.0131979     54.678    83.927    EM
                                                    264.396
     8 -0.10842056D+04    8.1537613    0.0074644     51.782    90.703    EM
                                                    260.515
     9 -0.10798291D+04    4.3765843    0.0040367     49.959    96.354    EM
                                                    256.687
    10 -0.10774256D+04    2.4034357    0.0022258     48.863   101.035    EM
                                                    253.102
    11 -0.10760503D+04    1.3753020    0.0012765     48.240   104.943    EM
                                                    249.817
    12 -0.10752354D+04    0.8149300    0.0007573     47.923   108.241    EM
                                                    246.836


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 244


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16149713D+04    0.0000000    0.0000000    135.725    67.261    EM
                                                    200.015
     2 -0.15257943D+04   89.1769306    0.0552189    144.093     9.359    FS
                                                    249.547
     3 -0.14770481D+04   48.7462448    0.0319481    250.286     0.000    FS
                                                    152.714
     4 -0.13411891D+04  135.8589734    0.0919801    169.980     0.000    FS
                                                    233.020
     5 -0.12736092D+04   67.5799320    0.0503881    232.112     0.000    FS
                                                    170.888
     6 -0.12094807D+04   64.1285251    0.0503518    256.916     0.000    FS
                                                    146.084
     7 -0.11558131D+04   53.6675659    0.0443724    242.423     0.000    FS
                                                    160.577
     8 -0.11138835D+04   41.9296046    0.0362771    216.274     0.000    FS
                                                    186.726
     9 -0.10860615D+04   27.8219999    0.0249775    200.954     0.000    FS
                                                    202.046
    10 -0.10742823D+04   11.7792390    0.0108458    197.240     0.000    FS
                                                    205.760
    11 -0.10722859D+04    1.9963368    0.0018583    203.732     0.000    FS
                                                    199.268
    12 -0.10721999D+04    0.0860555    0.0000803    210.305     0.000    FS
                                                    192.695


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 245


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15586298D+04    0.0000000    0.0000000      5.050   118.737    EM
                                                    279.213
     2 -0.15224884D+04   36.1413452    0.0231879      1.038   122.846    FS
                                                    279.116
     3 -0.12702871D+04  252.2013717    0.1656508      3.570   121.478    EM
                                                    277.952
     4 -0.11828041D+04   87.4829434    0.0688686      8.762   118.092    EM
                                                    276.145
     5 -0.11295836D+04   53.2205023    0.0449952     15.456   114.768    EM
                                                    272.776
     6 -0.11016067D+04   27.9769312    0.0247675     22.010   112.668    EM
                                                    268.323
     7 -0.10881133D+04   13.4933664    0.0122488     27.492   111.870    EM
                                                    263.638
     8 -0.10816333D+04    6.4800618    0.0059553     31.760   111.947    EM
                                                    259.292
     9 -0.10783269D+04    3.3063587    0.0030568     35.027   112.489    EM
                                                    255.484
    10 -0.10764756D+04    1.8513138    0.0017168     37.565   113.222    EM
                                                    252.213
    11 -0.10753362D+04    1.1393897    0.0010584     39.596   113.997    EM
                                                    249.407
    12 -0.10745774D+04    0.7588083    0.0007056     41.274   114.737    EM
                                                    246.990


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 246


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14079640D+04    0.0000000    0.0000000     70.448    66.782    EM
                                                    265.770
     2 -0.13189810D+04   88.9830881    0.0631998    126.087     0.012    FS
                                                    276.902
     3 -0.12302085D+04   88.7724234    0.0673038    127.025     0.023    EM
                                                    275.952
     4 -0.11758787D+04   54.3298362    0.0441631    128.210     0.049    EM
                                                    274.740
     5 -0.11371344D+04   38.7442949    0.0329492    130.266     0.097    EM
                                                    272.637
     6 -0.11113093D+04   25.8251460    0.0227107    133.176     0.165    EM
                                                    269.659
     7 -0.10958406D+04   15.4686445    0.0139193    136.704     0.248    EM
                                                    266.048
     8 -0.10871026D+04    8.7380589    0.0079738    140.525     0.336    EM
                                                    262.139
     9 -0.10821821D+04    4.9204542    0.0045262    144.364     0.425    EM
                                                    258.211
    10 -0.10793015D+04    2.8805641    0.0026618    148.050     0.513    EM
                                                    254.437
    11 -0.10775105D+04    1.7910760    0.0016595    151.500     0.600    EM
                                                    250.899
    12 -0.10763236D+04    1.1868944    0.0011015    154.688     0.687    EM
                                                    247.625
    13 -0.10754899D+04    0.8336274    0.0007745    157.611     0.778    EM
                                                    244.611


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 247


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12671904D+04    0.0000000    0.0000000    368.148    28.834    EM
                                                      6.018
     2 -0.11614264D+04  105.7639937    0.0834634    361.291    31.527    EM
                                                     10.182
     3 -0.11334662D+04   27.9601872    0.0240740    353.305    34.487    EM
                                                     15.208
     4 -0.11159503D+04   17.5159143    0.0154534    344.872    37.428    EM
                                                     20.700
     5 -0.11051280D+04   10.8223501    0.0096979    336.329    40.353    EM
                                                     26.318
     6 -0.10964719D+04    8.6560369    0.0078326    328.177    43.001    EM
                                                     31.822
     7 -0.10901046D+04    6.3672986    0.0058071    320.628    45.354    EM
                                                     37.018
     8 -0.10820557D+04    8.0489321    0.0073836    314.474    46.742    EM
                                                     41.784
     9 -0.10790612D+04    2.9944867    0.0027674    309.691    47.369    EM
                                                     45.939
    10 -0.10764485D+04    2.6127255    0.0024213    305.925    47.515    EM
                                                     49.560
    11 -0.10741531D+04    2.2953455    0.0021323    302.937    47.331    EM
                                                     52.732
    12 -0.10723572D+04    1.7959640    0.0016720    300.531    46.960    EM
                                                     55.509
    13 -0.10711444D+04    1.2127467    0.0011309    298.552    46.513    EM
                                                     57.935
    14 -0.10703251D+04    0.8193569    0.0007649    296.891    46.062    EM
                                                     60.047


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 248


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14360593D+04    0.0000000    0.0000000    135.563     5.275    EM
                                                    262.162
     2 -0.13937058D+04   42.3535703    0.0294929    129.774     0.000    FS
                                                    273.226
     3 -0.13068629D+04   86.8428510    0.0623107    126.541     0.000    FS
                                                    276.459
     4 -0.11655235D+04  141.3393708    0.1081516    133.136     0.000    EM
                                                    269.864
     5 -0.11377615D+04   27.7620880    0.0238194    134.228     0.000    EM
                                                    268.772
     6 -0.11160369D+04   21.7245805    0.0190941    135.822     0.000    EM
                                                    267.178
     7 -0.11003988D+04   15.6380870    0.0140122    138.242     0.000    EM
                                                    264.758
     8 -0.10902625D+04   10.1362857    0.0092115    141.266     0.000    EM
                                                    261.734
     9 -0.10841126D+04    6.1499041    0.0056408    144.613     0.000    EM
                                                    258.387
    10 -0.10804493D+04    3.6632554    0.0033790    148.045     0.000    EM
                                                    254.955
    11 -0.10782171D+04    2.2322137    0.0020660    151.403     0.000    EM
                                                    251.597
    12 -0.10767906D+04    1.4265774    0.0013231    154.601     0.000    EM
                                                    248.399
    13 -0.10758271D+04    0.9634213    0.0008947    157.601     0.000    EM
                                                    245.399


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 249


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29826367D+04    0.0000000    0.0000000      0.006    53.879    EM
                                                    349.115
     2 -0.28127694D+04  169.8672822    0.0569521     44.164    29.100    FS
                                                    329.736
     3 -0.11717822D+04 1640.9872360    0.5834062    105.763    19.037    EM
                                                    278.200
     4 -0.11308418D+04   40.9403954    0.0349386    123.000     4.040    FS
                                                    275.959
     5 -0.10939774D+04   36.8643629    0.0325990    129.202     3.931    EM
                                                    269.867
     6 -0.10836222D+04   10.3552357    0.0094657    133.875     4.505    EM
                                                    264.620
     7 -0.10788212D+04    4.8009564    0.0044305    137.690     5.270    EM
                                                    260.039
     8 -0.10760969D+04    2.7243819    0.0025253    140.851     5.995    EM
                                                    256.153
     9 -0.10744012D+04    1.6956244    0.0015757    143.544     6.578    EM
                                                    252.877
    10 -0.10733302D+04    1.0710638    0.0009969    145.892     7.003    EM
                                                    250.105
    11 -0.10726647D+04    0.6654671    0.0006200    147.960     7.301    EM
                                                    247.739


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 250


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17452476D+04    0.0000000    0.0000000      0.745   126.689    EM
                                                    275.567
     2 -0.15054530D+04  239.7945826    0.1373986      0.720   126.719    FS
                                                    275.560
     3 -0.14737062D+04   31.7468055    0.0210879      0.000   127.451    FS
                                                    275.549
     4 -0.11631337D+04  310.5724422    0.2107424      0.000   145.794    EM
                                                    257.206
     5 -0.11273827D+04   35.7510578    0.0307368      0.000   146.952    EM
                                                    256.048
     6 -0.11104699D+04   16.9127604    0.0150018      0.000   146.299    EM
                                                    256.701
     7 -0.10981733D+04   12.2965787    0.0110733      0.000   146.483    EM
                                                    256.517
     8 -0.10894501D+04    8.7231897    0.0079434      0.000   147.676    EM
                                                    255.324
     9 -0.10836929D+04    5.7572072    0.0052845      0.000   149.609    EM
                                                    253.391
    10 -0.10800791D+04    3.6137971    0.0033347      0.000   151.987    EM
                                                    251.013
    11 -0.10778473D+04    2.2317943    0.0020663      0.000   154.574    EM
                                                    248.426
    12 -0.10764442D+04    1.4031673    0.0013018      0.000   157.210    EM
                                                    245.790
    13 -0.10755237D+04    0.9204666    0.0008551      0.001   159.796    EM
                                                    243.204


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 251


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15287617D+04    0.0000000    0.0000000      6.380   117.979    EM
                                                    278.640
     2 -0.15003967D+04   28.3649974    0.0185542      0.000   124.346    FS
                                                    278.653
     3 -0.12156224D+04  284.7743838    0.1897994      0.000   129.748    EM
                                                    273.252
     4 -0.11739429D+04   41.6794916    0.0342865      0.000   130.402    EM
                                                    272.598
     5 -0.11415466D+04   32.3962692    0.0275961      0.000   131.721    EM
                                                    271.279
     6 -0.11167306D+04   24.8160183    0.0217389      0.000   133.937    EM
                                                    269.063
     7 -0.10999830D+04   16.7476202    0.0149970      0.000   136.912    EM
                                                    266.088
     8 -0.10897357D+04   10.2472610    0.0093158      0.000   140.375    EM
                                                    262.625
     9 -0.10837531D+04    5.9826106    0.0054900      0.000   144.039    EM
                                                    258.961
    10 -0.10802490D+04    3.5040581    0.0032333      0.000   147.686    EM
                                                    255.314
    11 -0.10781142D+04    2.1348419    0.0019762      0.000   151.185    EM
                                                    251.815
    12 -0.10767383D+04    1.3758594    0.0012762      0.000   154.472    EM
                                                    248.528
    13 -0.10757997D+04    0.9386787    0.0008718      0.000   157.529    EM
                                                    245.471


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 252


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14323824D+04    0.0000000    0.0000000     98.561    68.954    EM
                                                    235.486
     2 -0.11906869D+04  241.6955021    0.1687367    104.808    68.494    FS
                                                    229.698
     3 -0.11153249D+04   75.3620124    0.0632929     81.691    74.852    EM
                                                    246.457
     4 -0.10919159D+04   23.4089809    0.0209885     68.074    84.947    EM
                                                    249.979
     5 -0.10831485D+04    8.7673863    0.0080294     59.279    93.605    EM
                                                    250.116
     6 -0.10783611D+04    4.7873865    0.0044199     53.679    99.850    EM
                                                    249.471
     7 -0.10757328D+04    2.6283767    0.0024374     50.291   103.990    EM
                                                    248.719
     8 -0.10743149D+04    1.4178531    0.0013180     48.383   106.586    EM
                                                    248.030
     9 -0.10735273D+04    0.7876410    0.0007332     47.423   108.146    EM
                                                    247.431


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 253


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14244570D+04    0.0000000    0.0000000    260.538    29.635    EM
                                                    112.827
     2 -0.13305869D+04   93.8701305    0.0658989    247.252    31.647    FS
                                                    124.101
     3 -0.12485088D+04   82.0780631    0.0616856    142.549    28.065    FS
                                                    232.385
     4 -0.11618286D+04   86.6802095    0.0694270    156.617     8.194    FS
                                                    238.190
     5 -0.11400790D+04   21.7495729    0.0187201    163.297     9.514    FS
                                                    230.189
     6 -0.11121828D+04   27.8962245    0.0244687    154.696     9.902    FS
                                                    238.401
     7 -0.11087505D+04    3.4323185    0.0030861    172.119     0.251    FS
                                                    230.630
     8 -0.10809576D+04   27.7929394    0.0250669    174.131     0.922    EM
                                                    227.947
     9 -0.10734536D+04    7.5040138    0.0069420    198.259     0.000    FS
                                                    204.741
    10 -0.10722430D+04    1.2105850    0.0011277    204.818     0.000    FS
                                                    198.182
    11 -0.10721986D+04    0.0443543    0.0000414    210.570     0.000    FS
                                                    192.430


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 254


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21274346D+04    0.0000000    0.0000000    188.809    97.857    EM
                                                    116.334
     2 -0.13200581D+04  807.3765140    0.3795071     72.523    94.185    EM
                                                    236.292
     3 -0.10898770D+04  230.1811106    0.1743720     35.684   151.910    FS
                                                    215.406
     4 -0.10731071D+04   16.7699004    0.0153870     35.282   149.958    EM
                                                    217.760
     5 -0.10722799D+04    0.8272178    0.0007709     35.475   150.048    EM
                                                    217.478


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 255


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12154307D+04    0.0000000    0.0000000    183.675    30.447    EM
                                                    188.878
     2 -0.10988243D+04  116.6063172    0.0959383    173.777    31.741    EM
                                                    197.482
     3 -0.10752812D+04   23.5431274    0.0214257    170.544    32.151    EM
                                                    200.305
     4 -0.10735095D+04    1.7717045    0.0016477    170.928    32.207    EM
                                                    199.865
     5 -0.10730824D+04    0.4271461    0.0003979    172.159    32.194    EM
                                                    198.647


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 256


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17435291D+04    0.0000000    0.0000000     19.695   102.334    EM
                                                    280.971
     2 -0.13292722D+04  414.2569109    0.2375968      9.131   115.210    EM
                                                    278.659
     3 -0.13254109D+04    3.8612538    0.0029048      0.000   124.218    FS
                                                    278.782
     4 -0.11804855D+04  144.9254695    0.1093438      0.000   125.845    EM
                                                    277.155
     5 -0.11225824D+04   57.9030322    0.0490502      0.000   129.203    EM
                                                    273.797
     6 -0.10986659D+04   23.9165345    0.0213049      0.000   133.660    EM
                                                    269.340
     7 -0.10879508D+04   10.7150571    0.0097528      0.000   138.391    EM
                                                    264.609
     8 -0.10825865D+04    5.3643485    0.0049307      0.000   142.952    EM
                                                    260.048
     9 -0.10795833D+04    3.0031619    0.0027741      0.000   147.177    EM
                                                    255.823
    10 -0.10777349D+04    1.8484731    0.0017122      0.000   151.031    EM
                                                    251.969
    11 -0.10765098D+04    1.2250135    0.0011367      0.000   154.531    EM
                                                    248.469
    12 -0.10756513D+04    0.8585635    0.0007975      0.000   157.712    EM
                                                    245.288


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 257


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22032624D+04    0.0000000    0.0000000     43.764   339.286    EM
                                                     19.949
     2 -0.14879107D+04  715.3516945    0.3246784     51.937   270.069    EM
                                                     80.993
     3 -0.12498795D+04  238.0312062    0.1599768    101.292   170.922    FS
                                                    130.787
     4 -0.11481055D+04  101.7740053    0.0814271     71.055   187.133    EM
                                                    144.812
     5 -0.11174096D+04   30.6958368    0.0267361     56.388   194.672    EM
                                                    151.940
     6 -0.11013275D+04   16.0821294    0.0143923     49.698   196.353    EM
                                                    156.949
     7 -0.10910873D+04   10.2401625    0.0092980     45.487   196.014    EM
                                                    161.499
     8 -0.10831870D+04    7.9002952    0.0072408     42.458   194.913    EM
                                                    165.628
     9 -0.10781523D+04    5.0347077    0.0046481     40.317   193.517    EM
                                                    169.166
    10 -0.10754233D+04    2.7290426    0.0025312     39.035   192.003    EM
                                                    171.962
    11 -0.10740574D+04    1.3658579    0.0012701     38.329   190.493    EM
                                                    174.178
    12 -0.10733847D+04    0.6726994    0.0006263     37.939   189.064    EM
                                                    175.997


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 258


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13114133D+04    0.0000000    0.0000000     63.285    63.397    EM
                                                    276.318
     2 -0.12635094D+04   47.9039799    0.0365285      4.035   122.779    FS
                                                    276.186
     3 -0.11752213D+04   88.2880940    0.0698753      0.000   134.219    FS
                                                    268.781
     4 -0.10985027D+04   76.7185636    0.0652801      0.000   141.935    EM
                                                    261.065
     5 -0.10880399D+04   10.4627786    0.0095246      0.000   144.860    EM
                                                    258.140
     6 -0.10828043D+04    5.2355902    0.0048119      0.000   147.675    EM
                                                    255.325
     7 -0.10796036D+04    3.2006842    0.0029559      0.000   150.631    EM
                                                    252.369
     8 -0.10776256D+04    1.9780424    0.0018322      0.000   153.610    EM
                                                    249.390
     9 -0.10763565D+04    1.2691023    0.0011777      0.000   156.510    EM
                                                    246.490
    10 -0.10754994D+04    0.8570749    0.0007963      0.000   159.275    EM
                                                    243.725


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 259


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16245591D+04    0.0000000    0.0000000      0.845   177.350    EM
                                                    224.805
     2 -0.15679396D+04   56.6194655    0.0348522      1.342   177.498    FS
                                                    224.160
     3 -0.14121185D+04  155.8211191    0.0993795      0.000   175.398    FS
                                                    227.602
     4 -0.12852259D+04  126.8925374    0.0898597      0.000   139.420    FS
                                                    263.580
     5 -0.12028259D+04   82.4000148    0.0641133      0.000   155.428    FS
                                                    247.572
     6 -0.11499679D+04   52.8580061    0.0439449      0.000   175.475    FS
                                                    227.525
     7 -0.11138914D+04   36.0765401    0.0313718      0.000   183.685    FS
                                                    219.315
     8 -0.10915731D+04   22.3182385    0.0200363      0.000   182.276    FS
                                                    220.724
     9 -0.10801752D+04   11.3979018    0.0104417      0.000   184.662    FS
                                                    218.338
    10 -0.10750902D+04    5.0849897    0.0047076      0.000   192.297    FS
                                                    210.703
    11 -0.10729636D+04    2.1266411    0.0019781      0.000   202.235    FS
                                                    200.765
    12 -0.10723197D+04    0.6439074    0.0006001      0.000   209.944    FS
                                                    193.056


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 260


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15086072D+04    0.0000000    0.0000000    116.344    10.813    EM
                                                    275.843
     2 -0.14887942D+04   19.8129397    0.0131333    126.881     0.110    FS
                                                    276.009
     3 -0.11824721D+04  306.3220964    0.2057518    130.367     0.198    EM
                                                    272.435
     4 -0.11435650D+04   38.9071417    0.0329032    131.402     0.441    EM
                                                    271.157
     5 -0.11181812D+04   25.3837759    0.0221971    133.096     0.857    EM
                                                    269.047
     6 -0.11007699D+04   17.4112737    0.0155711    135.425     1.444    EM
                                                    266.131
     7 -0.10899723D+04   10.7976850    0.0098092    138.163     2.156    EM
                                                    262.681
     8 -0.10836257D+04    6.3465645    0.0058227    141.051     2.947    EM
                                                    259.002
     9 -0.10798992D+04    3.7264966    0.0034389    143.880     3.786    EM
                                                    255.334
    10 -0.10776253D+04    2.2739217    0.0021057    146.522     4.654    EM
                                                    251.824
    11 -0.10761561D+04    1.4692283    0.0013634    148.919     5.538    EM
                                                    248.543
    12 -0.10751504D+04    1.0056718    0.0009345    151.058     6.427    EM
                                                    245.514
    13 -0.10744278D+04    0.7226288    0.0006721    152.950     7.313    EM
                                                    242.736


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 261


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13655284D+04    0.0000000    0.0000000     40.730   124.646    EM
                                                    237.624
     2 -0.11610566D+04  204.4717557    0.1497382     45.827   125.123    FS
                                                    232.050
     3 -0.11154387D+04   45.6179213    0.0392900     46.640   117.150    FS
                                                    239.210
     4 -0.10809608D+04   34.4778858    0.0309097     40.936   131.357    EM
                                                    230.707
     5 -0.10807096D+04    0.2512422    0.0002324     18.466   154.898    FS
                                                    229.636


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 262


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12996000D+04    0.0000000    0.0000000    103.387   280.322    EM
                                                     19.291
     2 -0.11818663D+04  117.7336648    0.0905922      0.012   402.988    FS
                                                      0.000
     3 -0.11483606D+04   33.5056639    0.0283498      0.008   402.992    EM
                                                      0.000
     4 -0.11207843D+04   27.5763434    0.0240137      0.000   403.000    FS
                                                      0.000
     5 -0.10907321D+04   30.0521672    0.0268135      0.000   403.000    EM
                                                      0.000
     6 -0.10812553D+04    9.4768080    0.0086885      0.000   403.000    EM
                                                      0.000
     7 -0.10774433D+04    3.8120656    0.0035256      0.000   403.000    EM
                                                      0.000
     8 -0.10759640D+04    1.4792351    0.0013729      0.000   403.000    EM
                                                      0.000
     9 -0.10753844D+04    0.5796490    0.0005387      0.000   403.000    EM
                                                      0.000


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 263


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21957304D+04    0.0000000    0.0000000     17.165   246.042    EM
                                                    139.793
     2 -0.18996697D+04  296.0607369    0.1348347     14.220   244.532    FS
                                                    144.248
     3 -0.15031318D+04  396.5378091    0.2087404     14.977   230.844    FS
                                                    157.179
     4 -0.12748611D+04  228.2707041    0.1518634      9.139   231.828    FS
                                                    162.032
     5 -0.11255689D+04  149.2921905    0.1171047      5.940   218.892    FS
                                                    178.168
     6 -0.10961199D+04   29.4490844    0.0261637      5.185   220.046    EM
                                                    177.768
     7 -0.10848927D+04   11.2271993    0.0102427      5.127   219.385    EM
                                                    178.488
     8 -0.10816620D+04    3.2306450    0.0029778      5.095   219.058    EM
                                                    178.847
     9 -0.10781866D+04    3.4754029    0.0032130      4.952   218.998    EM
                                                    179.050
    10 -0.10733285D+04    4.8581577    0.0045059      4.151   219.522    EM
                                                    179.328
    11 -0.10713087D+04    2.0197409    0.0018818      3.823   219.711    EM
                                                    179.466
    12 -0.10709806D+04    0.3280821    0.0003062      3.821   219.581    EM
                                                    179.598


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 264


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14210609D+04    0.0000000    0.0000000      1.175   152.668    EM
                                                    249.157
     2 -0.12653048D+04  155.7561254    0.1096055      1.086   152.751    FS
                                                    249.163
     3 -0.12503086D+04   14.9961999    0.0118518      0.000   152.910    FS
                                                    250.090
     4 -0.12200310D+04   30.2775988    0.0242161      0.000   155.707    FS
                                                    247.293
     5 -0.11490895D+04   70.9415083    0.0581473      0.000   195.147    FS
                                                    207.853
     6 -0.11078359D+04   41.2535811    0.0359011      0.000   245.282    FS
                                                    157.718
     7 -0.10860133D+04   21.8225358    0.0196983      0.000   252.970    FS
                                                    150.030
     8 -0.10768341D+04    9.1792910    0.0084523      0.000   226.764    FS
                                                    176.236
     9 -0.10733342D+04    3.4998998    0.0032502      0.000   219.177    FS
                                                    183.823
    10 -0.10723969D+04    0.9372678    0.0008732      0.000   214.885    FS
                                                    188.115


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 265


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11715410D+04    0.0000000    0.0000000     30.113   369.909    EM
                                                      2.977
     2 -0.10935251D+04   78.0158789    0.0665925     26.702   372.950    EM
                                                      3.348
     3 -0.10892674D+04    4.2576750    0.0038935     25.670   373.617    EM
                                                      3.713
     4 -0.10865817D+04    2.6857833    0.0024657     25.044   373.872    EM
                                                      4.083
     5 -0.10830281D+04    3.5535430    0.0032704     23.870   374.676    EM
                                                      4.453
     6 -0.10807665D+04    2.2616042    0.0020882     22.665   375.523    EM
                                                      4.812
     7 -0.10802020D+04    0.5644734    0.0005223     21.874   375.972    EM
                                                      5.154


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 266


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12505203D+04    0.0000000    0.0000000      3.908   279.025    EM
                                                    120.067
     2 -0.11084146D+04  142.1057675    0.1136373      0.725   295.777    EM
                                                    106.498
     3 -0.10756604D+04   32.7541396    0.0295504      1.455   301.684    EM
                                                     99.861
     4 -0.10713046D+04    4.3558152    0.0040494      1.652   304.546    EM
                                                     96.803
     5 -0.10707160D+04    0.5886185    0.0005494      1.726   305.817    EM
                                                     95.457


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 267


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20296746D+04    0.0000000    0.0000000      0.452   350.744    EM
                                                     51.804
     2 -0.16262014D+04  403.4731971    0.1987871      0.000   335.744    FS
                                                     67.256
     3 -0.13081823D+04  318.0191736    0.1955595      0.000   395.080    FS
                                                      7.920
     4 -0.11780062D+04  130.1760412    0.0995091      0.000   403.000    FS
                                                      0.000
     5 -0.11441864D+04   33.8197804    0.0287093      0.000   403.000    FS
                                                      0.000
     6 -0.11210446D+04   23.1418361    0.0202256      0.000   403.000    FS
                                                      0.000
     7 -0.11024169D+04   18.6276806    0.0166164      0.000   403.000    FS
                                                      0.000
     8 -0.10886289D+04   13.7880478    0.0125071      0.000   403.000    FS
                                                      0.000
     9 -0.10800818D+04    8.5471020    0.0078513      0.000   403.000    FS
                                                      0.000
    10 -0.10761995D+04    3.8823035    0.0035945      0.000   403.000    FS
                                                      0.000
    11 -0.10751127D+04    1.0867685    0.0010098      0.000   403.000    FS
                                                      0.000
    12 -0.10749433D+04    0.1694273    0.0001576      0.000   403.000    FS
                                                      0.000


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 268


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16559891D+04    0.0000000    0.0000000      0.058   125.862    EM
                                                    277.080
     2 -0.16438884D+04   12.1006861    0.0073072      0.000   125.930    FS
                                                    277.070
     3 -0.14418979D+04  201.9904793    0.1228736      0.000   127.178    FS
                                                    275.822
     4 -0.13825532D+04   59.3447004    0.0411574      0.000   127.110    FS
                                                    275.890
     5 -0.12792902D+04  103.2629954    0.0746901      0.000   132.514    FS
                                                    270.486
     6 -0.11960713D+04   83.2189151    0.0650509      0.000   145.751    FS
                                                    257.249
     7 -0.11359379D+04   60.1334206    0.0502758      0.000   170.623    FS
                                                    232.377
     8 -0.10973336D+04   38.6042804    0.0339845      0.000   196.312    FS
                                                    206.688
     9 -0.10781069D+04   19.2266309    0.0175212      0.000   203.629    FS
                                                    199.371
    10 -0.10727956D+04    5.3113660    0.0049266      0.000   204.939    FS
                                                    198.061
    11 -0.10722284D+04    0.5671537    0.0005287      0.000   210.054    FS
                                                    192.946


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 269


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18001953D+04    0.0000000    0.0000000     89.045    36.305    EM
                                                    277.650
     2 -0.11536581D+04  646.5371418    0.3591483     61.000    66.089    EM
                                                    275.912
     3 -0.10954444D+04   58.2137222    0.0504601     46.172    87.008    EM
                                                    269.820
     4 -0.10789452D+04   16.4992423    0.0150617     40.045    99.448    EM
                                                    263.507
     5 -0.10745944D+04    4.3507909    0.0040324     37.772   106.500    EM
                                                    258.728
     6 -0.10733123D+04    1.2820563    0.0011931     37.107   110.464    EM
                                                    255.429
     7 -0.10728365D+04    0.4758564    0.0004434     37.115   112.751    EM
                                                    253.133


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 270


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20016733D+04    0.0000000    0.0000000      9.651   386.646    EM
                                                      6.703
     2 -0.16193235D+04  382.3497959    0.1910151      3.873   378.663    EM
                                                     20.463
     3 -0.15375515D+04   81.7720087    0.0504976      0.000   399.453    FS
                                                      3.547
     4 -0.13132218D+04  224.3297136    0.1459006      0.000   382.826    FS
                                                     20.174
     5 -0.11988023D+04  114.4195543    0.0871289      0.000   379.324    EM
                                                     23.676
     6 -0.11283478D+04   70.4544193    0.0587707      0.000   375.619    EM
                                                     27.381
     7 -0.10976996D+04   30.6482259    0.0271620      0.000   371.869    EM
                                                     31.131
     8 -0.10891101D+04    8.5894661    0.0078250      0.000   368.221    EM
                                                     34.779
     9 -0.10855913D+04    3.5188663    0.0032310      0.000   364.755    EM
                                                     38.245
    10 -0.10829080D+04    2.6833178    0.0024718      0.000   361.517    EM
                                                     41.483
    11 -0.10807666D+04    2.1413972    0.0019775      0.000   358.534    EM
                                                     44.466
    12 -0.10790825D+04    1.6840846    0.0015582      0.000   355.814    EM
                                                     47.186
    13 -0.10777773D+04    1.3052184    0.0012096      0.000   353.354    EM
                                                     49.646
    14 -0.10767794D+04    0.9978567    0.0009258      0.000   351.138    EM
                                                     51.862


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 271


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23966129D+04    0.0000000    0.0000000     83.225    41.042    EM
                                                    278.733
     2 -0.21959591D+04  200.6537438    0.0837239     93.878    32.115    FS
                                                    277.008
     3 -0.18682777D+04  327.6813983    0.1492202     76.060    50.058    EM
                                                    276.882
     4 -0.16275910D+04  240.6867428    0.1288281     64.279    68.142    EM
                                                    270.580
     5 -0.14585664D+04  169.0246196    0.1038496     59.503    80.337    EM
                                                    263.160
     6 -0.13182372D+04  140.3291944    0.0962104     57.473    87.865    EM
                                                    257.662
     7 -0.12033551D+04  114.8820918    0.0871483     56.488    92.105    EM
                                                    254.407
     8 -0.11232840D+04   80.0710431    0.0665398     56.027    94.120    EM
                                                    252.853
     9 -0.10838326D+04   39.4514417    0.0351215     55.987    94.957    EM
                                                    252.055
    10 -0.10735115D+04   10.3211157    0.0095228     56.335    95.528    EM
                                                    251.137
    11 -0.10724455D+04    1.0659510    0.0009930     56.878    96.146    EM
                                                    249.976
    12 -0.10722837D+04    0.1618591    0.0001509     57.408    96.744    EM
                                                    248.848


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 272


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19047362D+04    0.0000000    0.0000000    347.033     3.263    EM
                                                     52.704
     2 -0.15284299D+04  376.3062423    0.1975634    142.546     0.000    FS
                                                    260.454
     3 -0.11102439D+04  418.1860309    0.2736050    146.061     0.000    EM
                                                    256.939
     4 -0.10977862D+04   12.4576490    0.0112206    146.854     0.000    EM
                                                    256.146
     5 -0.10892084D+04    8.5778620    0.0078138    148.087     0.000    EM
                                                    254.913
     6 -0.10835381D+04    5.6702895    0.0052059    149.978     0.000    EM
                                                    253.022
     7 -0.10799752D+04    3.5628972    0.0032882    152.309     0.000    EM
                                                    250.691
     8 -0.10777738D+04    2.2013846    0.0020384    154.856     0.000    EM
                                                    248.144
     9 -0.10763899D+04    1.3838812    0.0012840    157.459     0.000    EM
                                                    245.541
    10 -0.10754826D+04    0.9072835    0.0008429    160.018     0.000    EM
                                                    242.982


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 273


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15064179D+04    0.0000000    0.0000000    116.931    87.683    EM
                                                    198.387
     2 -0.10743292D+04  432.0886808    0.2868319    118.146    85.207    EM
                                                    199.646
     3 -0.10735334D+04    0.7958544    0.0007408    119.097    83.554    EM
                                                    200.348


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 274


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21550131D+04    0.0000000    0.0000000    175.017     0.287    EM
                                                    227.696
     2 -0.12586760D+04  896.3371104    0.4159312    129.833     0.116    EM
                                                    273.051
     3 -0.12319333D+04   26.7426512    0.0212467    127.552     0.000    FS
                                                    275.448
     4 -0.11874756D+04   44.4577489    0.0360878    128.724     0.000    EM
                                                    274.276
     5 -0.11496644D+04   37.8112214    0.0318417    130.237     0.000    EM
                                                    272.763
     6 -0.11209868D+04   28.6775486    0.0249443    132.610     0.000    EM
                                                    270.390
     7 -0.11020948D+04   18.8920064    0.0168530    135.743     0.000    EM
                                                    267.257
     8 -0.10908047D+04   11.2900763    0.0102442    139.363     0.000    EM
                                                    263.637
     9 -0.10843378D+04    6.4669535    0.0059286    143.170     0.000    EM
                                                    259.830
    10 -0.10806008D+04    3.7370107    0.0034464    146.938     0.000    EM
                                                    256.062
    11 -0.10783438D+04    2.2569504    0.0020886    150.535     0.000    EM
                                                    252.465
    12 -0.10768975D+04    1.4462876    0.0013412    153.902     0.000    EM
                                                    249.098
    13 -0.10759149D+04    0.9826377    0.0009125    157.024     0.000    EM
                                                    245.976


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 275


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19270938D+04    0.0000000    0.0000000    338.669     8.093    EM
                                                     56.239
     2 -0.14617069D+04  465.3868383    0.2414967    130.166     0.000    FS
                                                    272.834
     3 -0.12305785D+04  231.1284423    0.1581223    125.989     0.000    EM
                                                    277.011
     4 -0.12047994D+04   25.7791108    0.0209488    126.296     0.000    FS
                                                    276.704
     5 -0.11304349D+04   74.3644950    0.0617236    129.898     0.000    FS
                                                    273.102
     6 -0.10900266D+04   40.4082335    0.0357457    141.577     0.000    FS
                                                    261.423
     7 -0.10760230D+04   14.0036121    0.0128470    166.618     0.000    FS
                                                    236.382
     8 -0.10726780D+04    3.3450055    0.0031087    195.350     0.000    FS
                                                    207.650
     9 -0.10722347D+04    0.4433102    0.0004133    207.928     0.000    FS
                                                    195.072


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 276


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.32844096D+04    0.0000000    0.0000000     91.961    23.195    EM
                                                    287.845
     2 -0.28980922D+04  386.3174722    0.1176216     91.590    23.021    FS
                                                    288.389
     3 -0.25443500D+04  353.7422088    0.1220604     87.962    24.720    FS
                                                    290.318
     4 -0.22138666D+04  330.4833706    0.1298891     92.428    24.169    FS
                                                    286.403
     5 -0.20133977D+04  200.4688929    0.0905515     90.456    24.385    FS
                                                    288.159
     6 -0.14120439D+04  601.3538171    0.2986761    103.426    28.644    EM
                                                    270.930
     7 -0.11874536D+04  224.5903171    0.1590534    107.940    28.800    EM
                                                    266.259
     8 -0.11235440D+04   63.9095236    0.0538207    110.611    27.549    EM
                                                    264.840
     9 -0.10927612D+04   30.7828791    0.0273980    114.628    26.165    EM
                                                    262.207
    10 -0.10820043D+04   10.7568299    0.0098437    119.397    25.521    EM
                                                    258.081
    11 -0.10781595D+04    3.8448303    0.0035534    123.852    25.468    EM
                                                    253.680
    12 -0.10761015D+04    2.0579734    0.0019088    127.650    25.730    EM
                                                    249.621
    13 -0.10747387D+04    1.3628252    0.0012664    130.824    26.162    EM
                                                    246.014
    14 -0.10737241D+04    1.0145636    0.0009440    133.503    26.686    EM
                                                    242.811
    15 -0.10729236D+04    0.8005207    0.0007456    135.814    27.245    EM
                                                    239.940


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 277


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20369368D+04    0.0000000    0.0000000      1.284   106.373    EM
                                                    295.344
     2 -0.19731529D+04   63.7839204    0.0313136      1.254   106.420    FS
                                                    295.325
     3 -0.13787695D+04  594.3834176    0.3012354      0.796   125.110    EM
                                                    277.094
     4 -0.12896577D+04   89.1117621    0.0646314      0.000   127.046    FS
                                                    275.954
     5 -0.12373486D+04   52.3090871    0.0405604      0.000   129.507    FS
                                                    273.493
     6 -0.11632030D+04   74.1456393    0.0599230      0.000   137.810    FS
                                                    265.190
     7 -0.11132178D+04   49.9852361    0.0429721      0.000   153.699    FS
                                                    249.301
     8 -0.10847583D+04   28.4594469    0.0255650      0.000   174.924    FS
                                                    228.076
     9 -0.10740391D+04   10.7192007    0.0098816      0.000   192.047    FS
                                                    210.953
    10 -0.10722911D+04    1.7480525    0.0016276      0.000   203.441    FS
                                                    199.559
    11 -0.10722016D+04    0.0894892    0.0000835      0.000   209.974    FS
                                                    193.026


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 278


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11631687D+04    0.0000000    0.0000000    129.890    81.749    EM
                                                    191.361
     2 -0.11128131D+04   50.3555573    0.0432917    117.130    75.024    EM
                                                    210.846
     3 -0.10976180D+04   15.1950816    0.0136547    111.053    71.315    EM
                                                    220.632
     4 -0.10887332D+04    8.8848361    0.0080947    107.650    69.877    EM
                                                    225.473
     5 -0.10825366D+04    6.1965729    0.0056915    105.503    69.631    EM
                                                    227.865
     6 -0.10782612D+04    4.2754729    0.0039495    104.114    69.988    EM
                                                    228.898
     7 -0.10754052D+04    2.8559225    0.0026486    103.273    70.639    EM
                                                    229.088
     8 -0.10735511D+04    1.8541220    0.0017241    102.858    71.405    EM
                                                    228.737
     9 -0.10723707D+04    1.1804301    0.0010996    102.780    72.177    EM
                                                    228.044
    10 -0.10716259D+04    0.7447950    0.0006945    102.962    72.893    EM
                                                    227.145


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 279


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22626218D+04    0.0000000    0.0000000      0.019   366.952    EM
                                                     36.028
     2 -0.14270467D+04  835.5750878    0.3692951      0.002   268.848    EM
                                                    134.150
     3 -0.12184745D+04  208.5722477    0.1461566      0.000   185.308    EM
                                                    217.691
     4 -0.11480278D+04   70.4466567    0.0578155      0.000   156.048    EM
                                                    246.952
     5 -0.11240985D+04   23.9292776    0.0208438      0.000   148.170    EM
                                                    254.830
     6 -0.11082934D+04   15.8051008    0.0140602      0.000   146.224    EM
                                                    256.776
     7 -0.10965421D+04   11.7513810    0.0106031      0.000   146.419    EM
                                                    256.581
     8 -0.10883358D+04    8.2062901    0.0074838      0.000   147.769    EM
                                                    255.231
     9 -0.10829844D+04    5.3513262    0.0049170      0.000   149.826    EM
                                                    253.174
    10 -0.10796458D+04    3.3386779    0.0030828      0.000   152.281    EM
                                                    250.719
    11 -0.10775825D+04    2.0632205    0.0019110      0.000   154.907    EM
                                                    248.093
    12 -0.10762772D+04    1.3053329    0.0012114      0.000   157.556    EM
                                                    245.444
    13 -0.10754129D+04    0.8642828    0.0008030      0.001   160.140    EM
                                                    242.860


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 280


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14551069D+04    0.0000000    0.0000000    133.387    31.946    EM
                                                    237.668
     2 -0.14173182D+04   37.7886485    0.0259697     33.655   252.767    FS
                                                    116.578
     3 -0.11021016D+04  315.2166497    0.2224036     42.771   260.185    EM
                                                    100.044
     4 -0.10815193D+04   20.5822749    0.0186755     45.843   265.249    EM
                                                     91.908
     5 -0.10749792D+04    6.5400877    0.0060471     46.512   268.683    EM
                                                     87.805
     6 -0.10730146D+04    1.9646161    0.0018276     46.509   270.926    EM
                                                     85.566
     7 -0.10720739D+04    0.9407360    0.0008767     46.167   272.500    EM
                                                     84.334


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 281


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16712227D+04    0.0000000    0.0000000      4.582   125.926    EM
                                                    272.492
     2 -0.14152435D+04  255.9792406    0.1531688      3.752   126.859    FS
                                                    272.390
     3 -0.13425140D+04   72.7295128    0.0513901      1.318   129.142    FS
                                                    272.540
     4 -0.11900397D+04  152.4742292    0.1135737      1.576   136.621    EM
                                                    264.803
     5 -0.11555094D+04   34.5303424    0.0290161      2.446   135.398    EM
                                                    265.156
     6 -0.11314269D+04   24.0824570    0.0208414      3.751   133.935    EM
                                                    265.315
     7 -0.11119431D+04   19.4838658    0.0172206      5.423   133.182    EM
                                                    264.395
     8 -0.10973598D+04   14.5833022    0.0131152      7.277   133.195    EM
                                                    262.529
     9 -0.10872814D+04   10.0783172    0.0091842      9.080   133.915    EM
                                                    260.004
    10 -0.10806424D+04    6.6390917    0.0061061     10.580   135.296    EM
                                                    257.123
    11 -0.10763917D+04    4.2506139    0.0039334     11.605   137.283    EM
                                                    254.112
    12 -0.10737005D+04    2.6912631    0.0025003     12.171   139.722    EM
                                                    251.107
    13 -0.10719732D+04    1.7273239    0.0016088     12.418   142.400    EM
                                                    248.182
    14 -0.10708290D+04    1.1441702    0.0010673     12.490   145.129    EM
                                                    245.381
    15 -0.10700406D+04    0.7883839    0.0007362     12.491   147.787    EM
                                                    242.723


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 282


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14870779D+04    0.0000000    0.0000000      0.193   290.814    EM
                                                    111.993
     2 -0.14443264D+04   42.7515040    0.0287487      0.000   289.774    FS
                                                    113.226
     3 -0.12542766D+04  190.0498346    0.1315837      0.000   131.547    FS
                                                    271.453
     4 -0.11728620D+04   81.4146056    0.0649096      0.000   142.760    FS
                                                    260.240
     5 -0.11231392D+04   49.7228291    0.0423944      0.000   154.308    FS
                                                    248.692
     6 -0.10871070D+04   36.0321818    0.0320817      0.000   178.690    FS
                                                    224.310
     7 -0.10743866D+04   12.7203728    0.0117011      0.000   195.893    FS
                                                    207.107
     8 -0.10723092D+04    2.0773808    0.0019336      0.000   204.977    FS
                                                    198.023
     9 -0.10722029D+04    0.1063460    0.0000992      0.000   210.363    FS
                                                    192.637


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 283


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14766836D+04    0.0000000    0.0000000    134.040    16.146    EM
                                                    252.814
     2 -0.13677502D+04  108.9334174    0.0737690    133.767     0.040    FS
                                                    269.192
     3 -0.11180795D+04  249.6706399    0.1825411    157.788     0.016    EM
                                                    245.196
     4 -0.11144256D+04    3.6539604    0.0032681    166.418     0.000    FS
                                                    236.582
     5 -0.10861276D+04   28.2980268    0.0253925    185.988     0.000    FS
                                                    217.012
     6 -0.10739241D+04   12.2034528    0.0112357    200.817     0.000    FS
                                                    202.183
     7 -0.10722970D+04    1.6270586    0.0015151    205.133     0.000    FS
                                                    197.867
     8 -0.10722069D+04    0.0901648    0.0000841    209.915     0.000    FS
                                                    193.085


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 284


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16666954D+04    0.0000000    0.0000000     43.737   111.485    EM
                                                    247.779
     2 -0.16298704D+04   36.8250080    0.0220946     35.381    98.305    FS
                                                    269.314
     3 -0.12945785D+04  335.2918717    0.2057169     53.667    91.414    EM
                                                    257.919
     4 -0.11690553D+04  125.5231774    0.0969607     75.174    71.652    EM
                                                    256.174
     5 -0.11057180D+04   63.3373569    0.0541782     93.220    55.923    EM
                                                    253.857
     6 -0.10832536D+04   22.4644039    0.0203166    106.166    45.745    EM
                                                    251.089
     7 -0.10765382D+04    6.7153902    0.0061993    114.716    39.944    EM
                                                    248.340
     8 -0.10740504D+04    2.4878091    0.0023109    120.151    36.854    EM
                                                    245.994
     9 -0.10730535D+04    0.9968660    0.0009281    123.596    35.286    EM
                                                    244.118


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 285


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18626977D+04    0.0000000    0.0000000     36.723    87.412    EM
                                                    278.865
     2 -0.16384399D+04  224.2577314    0.1203941     35.146    88.685    FS
                                                    279.169
     3 -0.12249314D+04  413.5085461    0.2523794     22.414   102.820    EM
                                                    277.765
     4 -0.10921069D+04  132.8245426    0.1084343     19.787   112.264    EM
                                                    270.948
     5 -0.10776974D+04   14.4094736    0.0131942     20.350   117.279    EM
                                                    265.370
     6 -0.10748372D+04    2.8601768    0.0026540     21.497   120.072    EM
                                                    261.431
     7 -0.10738283D+04    1.0088690    0.0009386     22.518   121.839    EM
                                                    258.643
     8 -0.10733204D+04    0.5079180    0.0004730     23.334   123.106    EM
                                                    256.559


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 286


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15392802D+04    0.0000000    0.0000000    149.144   142.506    EM
                                                    111.350
     2 -0.12242898D+04  314.9903740    0.2046349     52.598   135.383    FS
                                                    215.019
     3 -0.12000514D+04   24.2383957    0.0197979      5.048   193.174    FS
                                                    204.778
     4 -0.10977249D+04  102.3265327    0.0852685      6.383   196.280    EM
                                                    200.337
     5 -0.10863598D+04   11.3650148    0.0103532      8.372   192.711    EM
                                                    201.916
     6 -0.10794837D+04    6.8761054    0.0063295     10.164   187.650    EM
                                                    205.186
     7 -0.10746975D+04    4.7862726    0.0044339     11.193   183.490    EM
                                                    208.317
     8 -0.10717671D+04    2.9303765    0.0027267     11.560   180.811    EM
                                                    210.628
     9 -0.10699686D+04    1.7984992    0.0016781     11.610   179.318    EM
                                                    212.072
    10 -0.10688447D+04    1.1239111    0.0010504     11.550   178.615    EM
                                                    212.835
    11 -0.10681466D+04    0.6980475    0.0006531     11.471   178.414    EM
                                                    213.116


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 287


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12641262D+04    0.0000000    0.0000000    118.311    37.664    EM
                                                    247.025
     2 -0.12209108D+04   43.2153410    0.0341859    139.867     1.664    FS
                                                    261.469
     3 -0.11772965D+04   43.6143486    0.0357228    136.841     1.814    EM
                                                    264.344
     4 -0.11493152D+04   27.9812821    0.0237674    135.313     2.000    EM
                                                    265.687
     5 -0.11267833D+04   22.5318631    0.0196046    135.187     2.193    EM
                                                    265.619
     6 -0.11089346D+04   17.8487595    0.0158405    136.244     2.375    EM
                                                    264.381
     7 -0.10961245D+04   12.8100665    0.0115517    138.232     2.540    EM
                                                    262.228
     8 -0.10877423D+04    8.3821856    0.0076471    140.850     2.696    EM
                                                    259.454
     9 -0.10825638D+04    5.1785273    0.0047608    143.794     2.859    EM
                                                    256.347
    10 -0.10794001D+04    3.1636602    0.0029224    146.816     3.047    EM
                                                    253.137
    11 -0.10774049D+04    1.9952519    0.0018485    149.747     3.275    EM
                                                    249.978
    12 -0.10760668D+04    1.3381335    0.0012420    152.486     3.554    EM
                                                    246.959
    13 -0.10751019D+04    0.9648185    0.0008966    154.989     3.886    EM
                                                    244.125


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 288


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19621939D+04    0.0000000    0.0000000      2.926   141.870    EM
                                                    258.204
     2 -0.17962381D+04  165.9558400    0.0845767      6.243   138.269    FS
                                                    258.488
     3 -0.11580528D+04  638.1853105    0.3552899      2.330   150.436    EM
                                                    250.233
     4 -0.11316997D+04   26.3530807    0.0227564      1.067   150.727    EM
                                                    251.206
     5 -0.11138776D+04   17.8220532    0.0157480      0.639   149.324    EM
                                                    253.037
     6 -0.11005478D+04   13.3298669    0.0119671      0.513   148.654    EM
                                                    253.833
     7 -0.10908769D+04    9.6708529    0.0087873      0.537   149.028    EM
                                                    253.436
     8 -0.10842643D+04    6.6126453    0.0060618      0.628   150.262    EM
                                                    252.110
     9 -0.10800121D+04    4.2521790    0.0039217      0.713   152.118    EM
                                                    250.169
    10 -0.10773803D+04    2.6317488    0.0024368      0.770   154.355    EM
                                                    247.875
    11 -0.10757481D+04    1.6322113    0.0015150      0.806   156.770    EM
                                                    245.424
    12 -0.10747024D+04    1.0457298    0.0009721      0.832   159.219    EM
                                                    242.948
    13 -0.10739989D+04    0.7034616    0.0006546      0.852   161.620    EM
                                                    240.528


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 289


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12088215D+04    0.0000000    0.0000000    147.494    39.126    EM
                                                    216.380
     2 -0.11084252D+04  100.3963309    0.0830531    130.199    43.506    EM
                                                    229.294
     3 -0.10953324D+04   13.0927968    0.0118121    119.609    47.621    EM
                                                    235.770
     4 -0.10865982D+04    8.7342025    0.0079740    112.336    51.826    EM
                                                    238.838
     5 -0.10808730D+04    5.7252126    0.0052689    107.131    55.748    EM
                                                    240.121
     6 -0.10770930D+04    3.7799997    0.0034972    103.585    59.068    EM
                                                    240.347
     7 -0.10749187D+04    2.1743199    0.0020187    101.254    61.849    EM
                                                    239.897
     8 -0.10734893D+04    1.4294241    0.0013298     99.858    64.067    EM
                                                    239.075
     9 -0.10726886D+04    0.8006664    0.0007459     99.095    65.891    EM
                                                    238.014


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 290


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12596239D+04    0.0000000    0.0000000     33.953   100.577    EM
                                                    268.470
     2 -0.11690351D+04   90.5887268    0.0719173     59.460    74.110    FS
                                                    269.430
     3 -0.11049254D+04   64.1097142    0.0548399      0.115   261.179    FS
                                                    141.707
     4 -0.11021479D+04    2.7775293    0.0025138      0.000   259.956    FS
                                                    143.044
     5 -0.10770875D+04   25.0604318    0.0227378      0.000   257.151    EM
                                                    145.849
     6 -0.10735934D+04    3.4940219    0.0032440      0.000   254.557    EM
                                                    148.443
     7 -0.10731943D+04    0.3991116    0.0003718      0.000   252.492    EM
                                                    150.508


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 291


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12888954D+04    0.0000000    0.0000000     12.228   294.371    EM
                                                     96.401
     2 -0.11970850D+04   91.8103903    0.0712318      9.983   249.501    EM
                                                    143.516
     3 -0.11555065D+04   41.5784755    0.0347331     10.126   214.638    EM
                                                    178.236
     4 -0.11323480D+04   23.1585470    0.0200419     11.693   190.199    EM
                                                    201.108
     5 -0.11153876D+04   16.9603307    0.0149780     14.332   173.520    EM
                                                    215.148
     6 -0.11019772D+04   13.4104154    0.0120231     17.667   161.618    EM
                                                    223.715
     7 -0.10918233D+04   10.1539368    0.0092143     21.301   152.718    EM
                                                    228.980
     8 -0.10845461D+04    7.2771742    0.0066652     24.870   146.011    EM
                                                    232.119
     9 -0.10796149D+04    4.9311913    0.0045468     28.106   141.077    EM
                                                    233.817
    10 -0.10764473D+04    3.1675783    0.0029340     30.865   137.594    EM
                                                    234.541
    11 -0.10745058D+04    1.9415189    0.0018036     33.109   135.259    EM
                                                    234.632
    12 -0.10733586D+04    1.1471871    0.0010676     34.868   133.799    EM
                                                    234.333
    13 -0.10726965D+04    0.6620983    0.0006168     36.207   132.985    EM
                                                    233.809


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 292


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23479544D+04    0.0000000    0.0000000      2.260   114.122    EM
                                                    286.618
     2 -0.20604645D+04  287.4898934    0.1224427      2.744   113.632    FS
                                                    286.623
     3 -0.17160618D+04  344.4027500    0.1671481     87.064    35.412    FS
                                                    280.524
     4 -0.16714929D+04   44.5688882    0.0259716    123.338     0.001    FS
                                                    279.661
     5 -0.15507745D+04  120.7184420    0.0722219    123.867     0.000    FS
                                                    279.133
     6 -0.15506960D+04    0.0784528    0.0000506    123.848     0.000    FS
                                                    279.152


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 293


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17505028D+04    0.0000000    0.0000000    101.481    26.486    EM
                                                    275.033
     2 -0.16634582D+04   87.0445631    0.0497255     20.363   158.289    FS
                                                    224.348
     3 -0.15683479D+04   95.1102538    0.0571762      4.964   124.093    FS
                                                    273.944
     4 -0.14656627D+04  102.6852535    0.0654735      0.019   131.302    FS
                                                    271.680
     5 -0.11796596D+04  286.0031186    0.1951357      0.016   141.183    EM
                                                    261.802
     6 -0.11193106D+04   60.3489512    0.0511579      0.024   142.073    EM
                                                    260.903
     7 -0.10978529D+04   21.4577476    0.0191705      0.049   143.139    EM
                                                    259.812
     8 -0.10885121D+04    9.3407746    0.0085082      0.168   145.015    EM
                                                    257.818
     9 -0.10824543D+04    6.0578529    0.0055653      0.601   147.155    EM
                                                    255.244
    10 -0.10781512D+04    4.3030099    0.0039752      0.903   149.690    EM
                                                    252.407
    11 -0.10758171D+04    2.3341239    0.0021649      0.943   152.584    EM
                                                    249.474
    12 -0.10744086D+04    1.4085502    0.0013093      0.949   155.492    EM
                                                    246.560
    13 -0.10734759D+04    0.9326854    0.0008681      0.951   158.292    EM
                                                    243.757


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 294


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16365905D+04    0.0000000    0.0000000     79.918    49.259    EM
                                                    273.823
     2 -0.15576639D+04   78.9266031    0.0482262    103.938    22.488    FS
                                                    276.574
     3 -0.12508905D+04  306.7734075    0.1969445     60.588    72.578    EM
                                                    269.834
     4 -0.11242169D+04  126.6735604    0.1012667     28.991   109.386    EM
                                                    264.623
     5 -0.10873018D+04   36.9151306    0.0328363     20.072   123.900    EM
                                                    259.028
     6 -0.10785872D+04    8.7146348    0.0080149     17.672   127.934    EM
                                                    257.394
     7 -0.10756058D+04    2.9813914    0.0027642     17.441   128.675    EM
                                                    256.885
     8 -0.10743256D+04    1.2801976    0.0011902     17.914   128.664    EM
                                                    256.422
     9 -0.10737363D+04    0.5892871    0.0005485     18.554   128.647    EM
                                                    255.798


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 295


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17047908D+04    0.0000000    0.0000000    235.164     8.934    EM
                                                    158.902
     2 -0.12106479D+04  494.1428407    0.2898554    159.241     5.953    EM
                                                    237.806
     3 -0.11118474D+04   98.8005366    0.0816096    144.729     3.572    EM
                                                    254.699
     4 -0.10919417D+04   19.9057401    0.0179033    144.183     2.376    EM
                                                    256.441
     5 -0.10847486D+04    7.1930859    0.0065874    146.370     1.713    EM
                                                    254.917
     6 -0.10807308D+04    4.0177420    0.0037038    149.237     1.269    EM
                                                    252.494
     7 -0.10780910D+04    2.6398125    0.0024426    152.060     1.142    EM
                                                    249.799
     8 -0.10762287D+04    1.8623387    0.0017274    154.635     1.295    EM
                                                    247.070
     9 -0.10753317D+04    0.8969604    0.0008334    157.115     1.421    EM
                                                    244.463


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 296


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14835935D+04    0.0000000    0.0000000      0.000   147.958    EM
                                                    255.042
     2 -0.13837514D+04   99.8420091    0.0672974      0.000   145.269    FS
                                                    257.731
     3 -0.12255931D+04  158.1583370    0.1142968      0.000   133.198    EM
                                                    269.802
     4 -0.11884805D+04   37.1126443    0.0302814      0.000   131.707    EM
                                                    271.293
     5 -0.11566119D+04   31.8685387    0.0268145      0.000   132.036    EM
                                                    270.964
     6 -0.11293881D+04   27.2238443    0.0235376      0.000   133.427    EM
                                                    269.573
     7 -0.11089490D+04   20.4390825    0.0180975      0.000   135.729    EM
                                                    267.271
     8 -0.10953748D+04   13.5741891    0.0122406      0.000   138.731    EM
                                                    264.269
     9 -0.10870965D+04    8.2783130    0.0075575      0.000   142.150    EM
                                                    260.850
    10 -0.10822232D+04    4.8732811    0.0044828      0.000   145.718    EM
                                                    257.282
    11 -0.10793217D+04    2.9014722    0.0026810      0.000   149.243    EM
                                                    253.757
    12 -0.10775184D+04    1.8033954    0.0016709      0.000   152.614    EM
                                                    250.386
    13 -0.10763330D+04    1.1853901    0.0011001      0.000   155.779    EM
                                                    247.221
    14 -0.10755101D+04    0.8228348    0.0007645      0.000   158.724    EM
                                                    244.276


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 297


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12962615D+04    0.0000000    0.0000000      3.438   392.319    EM
                                                      7.242
     2 -0.10945819D+04  201.6795275    0.1555855      3.646   390.672    EM
                                                      8.682
     3 -0.10896932D+04    4.8887302    0.0044663      3.877   389.068    EM
                                                     10.056
     4 -0.10861491D+04    3.5440969    0.0032524      4.115   387.541    EM
                                                     11.344
     5 -0.10834597D+04    2.6894306    0.0024761      4.351   386.110    EM
                                                     12.540
     6 -0.10813854D+04    2.0742816    0.0019145      4.581   384.779    EM
                                                     13.640
     7 -0.10797720D+04    1.6133770    0.0014920      4.805   383.547    EM
                                                     14.648
     8 -0.10785147D+04    1.2573031    0.0011644      5.024   382.407    EM
                                                     15.569
     9 -0.10775377D+04    0.9770104    0.0009059      5.239   381.352    EM
                                                     16.409


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 298


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16610887D+04    0.0000000    0.0000000    112.285    59.140    EM
                                                    231.575
     2 -0.15458352D+04  115.2534320    0.0693843    231.545    37.972    FS
                                                    133.483
     3 -0.11403236D+04  405.5116177    0.2623253    196.983    47.967    EM
                                                    158.050
     4 -0.11190631D+04   21.2604907    0.0186443    167.183    57.720    EM
                                                    178.097
     5 -0.11041338D+04   14.9293002    0.0133409    142.834    66.819    EM
                                                    193.346
     6 -0.10939643D+04   10.1695443    0.0092104    123.733    74.933    EM
                                                    204.334
     7 -0.10869685D+04    6.9957652    0.0063949    109.243    81.724    EM
                                                    212.033
     8 -0.10822478D+04    4.7207551    0.0043430     98.496    87.107    EM
                                                    217.397
     9 -0.10791073D+04    3.1404909    0.0029018     90.632    91.212    EM
                                                    221.155
    10 -0.10770148D+04    2.0924324    0.0019390     84.919    94.262    EM
                                                    223.819
    11 -0.10755977D+04    1.4171890    0.0013158     80.790    96.483    EM
                                                    225.727
    12 -0.10746143D+04    0.9833942    0.0009143     77.820    98.079    EM
                                                    227.101


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 299


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23165177D+04    0.0000000    0.0000000      2.442   121.644    EM
                                                    278.914
     2 -0.19742872D+04  342.2304817    0.1477349      2.435   121.658    FS
                                                    278.908
     3 -0.17285213D+04  245.7658746    0.1244833      2.305   121.787    FS
                                                    278.908
     4 -0.16573262D+04   71.1951231    0.0411885      2.103   121.988    FS
                                                    278.909
     5 -0.15515573D+04  105.7688598    0.0638190      0.000   124.325    FS
                                                    278.675
     6 -0.14522409D+04   99.3163898    0.0640108      0.000   125.565    FS
                                                    277.435
     7 -0.13641766D+04   88.0643127    0.0606403      0.000   129.115    FS
                                                    273.885
     8 -0.12892933D+04   74.8833518    0.0548927      0.000   139.572    FS
                                                    263.428
     9 -0.12337126D+04   55.5807184    0.0431094      0.000   164.134    FS
                                                    238.866
    10 -0.11962989D+04   37.4136259    0.0303260      0.000   194.455    FS
                                                    208.545
    11 -0.11676687D+04   28.6302144    0.0239323      0.000   200.210    FS
                                                    202.790
    12 -0.11429125D+04   24.7562354    0.0212014      0.000   190.670    FS
                                                    212.330
    13 -0.11217333D+04   21.1792275    0.0185309      0.000   184.456    FS
                                                    218.544
    14 -0.11046670D+04   17.0662599    0.0152142      0.000   180.910    FS
                                                    222.090
    15 -0.10919029D+04   12.7641265    0.0115547      0.000   179.968    FS
                                                    223.032
    16 -0.10830353D+04    8.8676262    0.0081213      0.000   181.968    FS
                                                    221.032
    17 -0.10773059D+04    5.7293048    0.0052900      0.000   187.325    FS
                                                    215.675
    18 -0.10740346D+04    3.2713764    0.0030366      0.000   195.831    FS
                                                    207.169
    19 -0.10726195D+04    1.4150304    0.0013175      0.000   205.310    FS
                                                    197.690
    20 -0.10722549D+04    0.3646529    0.0003400      0.000   211.228    FS
                                                    191.772


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 300


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16030594D+04    0.0000000    0.0000000     28.924    95.130    EM
                                                    278.946
     2 -0.11918270D+04  411.2324044    0.2565297      9.047   116.416    EM
                                                    277.537
     3 -0.11523646D+04   39.4623212    0.0331108      0.035   126.323    FS
                                                    276.642
     4 -0.11049890D+04   47.3756282    0.0411117      0.023   131.391    EM
                                                    271.586
     5 -0.10903554D+04   14.6336007    0.0132432      0.021   136.408    EM
                                                    266.571
     6 -0.10837669D+04    6.5884833    0.0060425      0.023   141.259    EM
                                                    261.718
     7 -0.10802558D+04    3.5111266    0.0032397      0.031   145.724    EM
                                                    257.245
     8 -0.10781379D+04    2.1179001    0.0019606      0.061   149.744    EM
                                                    253.195
     9 -0.10766791D+04    1.4588130    0.0013531      0.179   153.270    EM
                                                    249.551
    10 -0.10753382D+04    1.3409003    0.0012454      0.591   156.114    EM
                                                    246.295
    11 -0.10737855D+04    1.5526400    0.0014439      1.255   158.273    EM
                                                    243.473
    12 -0.10727403D+04    1.0452431    0.0009734      1.608   160.311    EM
                                                    241.081
    13 -0.10722627D+04    0.4775560    0.0004452      1.705   162.373    EM
                                                    238.921


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 301


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12116515D+04    0.0000000    0.0000000    243.910    39.553    EM
                                                    119.537
     2 -0.11406594D+04   70.9921208    0.0585912    215.048    44.349    EM
                                                    143.603
     3 -0.11214569D+04   19.2025490    0.0168346    193.294    48.070    EM
                                                    161.635
     4 -0.11085544D+04   12.9024088    0.0115050    177.224    50.995    EM
                                                    174.781
     5 -0.10982166D+04   10.3378405    0.0093255    165.646    53.093    EM
                                                    184.261
     6 -0.10895863D+04    8.6303187    0.0078585    157.665    54.230    EM
                                                    191.105
     7 -0.10831551D+04    6.4311661    0.0059024    152.031    54.964    EM
                                                    196.005
     8 -0.10783057D+04    4.8493789    0.0044771    148.382    55.252    EM
                                                    199.366
     9 -0.10761211D+04    2.1846381    0.0020260    146.070    55.478    EM
                                                    201.452
    10 -0.10740485D+04    2.0726188    0.0019260    144.883    55.347    EM
                                                    202.769
    11 -0.10735398D+04    0.5086622    0.0004736    144.357    55.056    EM
                                                    203.587


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 302


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16485980D+04    0.0000000    0.0000000      0.000   133.170    EM
                                                    269.830
     2 -0.15544165D+04   94.1815775    0.0571283      0.002   132.852    FS
                                                    270.146
     3 -0.13454398D+04  208.9766680    0.1344406      0.002   133.590    EM
                                                    269.407
     4 -0.12227243D+04  122.7155117    0.0912085      0.005   132.760    EM
                                                    270.236
     5 -0.11506040D+04   72.1202686    0.0589833      0.010   133.224    EM
                                                    269.765
     6 -0.11167108D+04   33.8932149    0.0294569      0.020   134.923    EM
                                                    268.057
     7 -0.10997285D+04   16.9822476    0.0152074      0.035   137.579    EM
                                                    265.385
     8 -0.10896797D+04   10.0488891    0.0091376      0.057   140.823    EM
                                                    262.120
     9 -0.10837265D+04    5.9531137    0.0054632      0.087   144.319    EM
                                                    258.594
    10 -0.10802013D+04    3.5252113    0.0032529      0.133   147.821    EM
                                                    255.046
    11 -0.10780243D+04    2.1769993    0.0020154      0.214   151.166    EM
                                                    251.620
    12 -0.10765645D+04    1.4598329    0.0013542      0.372   154.238    EM
                                                    248.390
    13 -0.10754609D+04    1.1035521    0.0010251      0.673   156.943    EM
                                                    245.384
    14 -0.10745173D+04    0.9436405    0.0008774      1.174   159.218    EM
                                                    242.608


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 303


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16484504D+04    0.0000000    0.0000000    113.390    18.631    EM
                                                    270.980
     2 -0.13627897D+04  285.6607045    0.1732904     79.887    47.391    EM
                                                    275.722
     3 -0.12022910D+04  160.4986954    0.1177722     45.664    83.513    EM
                                                    273.822
     4 -0.11179044D+04   84.3866060    0.0701882     25.520   107.687    EM
                                                    269.794
     5 -0.10879715D+04   29.9329200    0.0267759     17.228   120.782    EM
                                                    264.990
     6 -0.10790084D+04    8.9630816    0.0082383     14.287   128.257    EM
                                                    260.455
     7 -0.10759578D+04    3.0506298    0.0028273     13.422   132.954    EM
                                                    256.623
     8 -0.10745783D+04    1.3794585    0.0012821     13.344   136.174    EM
                                                    253.482
     9 -0.10737599D+04    0.8184443    0.0007616     13.542   138.589    EM
                                                    250.869


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 304


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16630126D+04    0.0000000    0.0000000     58.861    64.776    EM
                                                    279.362
     2 -0.15155781D+04  147.4345573    0.0886551     41.000    82.985    FS
                                                    279.015
     3 -0.11357499D+04  379.8281569    0.2506160     12.080   117.441    EM
                                                    273.479
     4 -0.11185529D+04   17.1970418    0.0151416      0.002   132.185    FS
                                                    270.813
     5 -0.10905885D+04   27.9643606    0.0250005      0.001   137.326    EM
                                                    265.672
     6 -0.10831740D+04    7.4145177    0.0067986      0.001   142.367    EM
                                                    260.631
     7 -0.10795020D+04    3.6719357    0.0033900      0.001   147.126    EM
                                                    255.873
     8 -0.10774914D+04    2.0106490    0.0018626      0.001   151.372    EM
                                                    251.627
     9 -0.10762552D+04    1.2361984    0.0011473      0.001   155.119    EM
                                                    247.879
    10 -0.10754263D+04    0.8288497    0.0007701      0.001   158.441    EM
                                                    244.557


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 305


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20473269D+04    0.0000000    0.0000000      2.111   173.518    EM
                                                    227.371
     2 -0.17013507D+04  345.9761699    0.1689892      2.013   179.054    FS
                                                    221.932
     3 -0.14627615D+04  238.5891506    0.1402351      4.185   176.638    FS
                                                    222.178
     4 -0.12042925D+04  258.4689899    0.1766993      1.278   149.305    EM
                                                    252.417
     5 -0.11685681D+04   35.7244017    0.0296642      0.710   141.133    EM
                                                    261.158
     6 -0.11429048D+04   25.6633046    0.0219613      0.539   138.843    EM
                                                    263.619
     7 -0.11218843D+04   21.0205620    0.0183922      0.488   138.595    EM
                                                    263.917
     8 -0.11054299D+04   16.4543457    0.0146667      0.509   139.606    EM
                                                    262.885
     9 -0.10936513D+04   11.7786660    0.0106553      0.578   141.535    EM
                                                    260.886
    10 -0.10859362D+04    7.7150329    0.0070544      0.657   144.100    EM
                                                    258.244
    11 -0.10811545D+04    4.7817029    0.0044033      0.725   147.025    EM
                                                    255.250
    12 -0.10782359D+04    2.9186299    0.0026995      0.778   150.088    EM
                                                    252.134
    13 -0.10764179D+04    1.8179757    0.0016861      0.816   153.134    EM
                                                    249.050
    14 -0.10752344D+04    1.1835734    0.0010995      0.844   156.070    EM
                                                    246.086
    15 -0.10744219D+04    0.8124850    0.0007556      0.867   158.850    EM
                                                    243.284


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 306


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.27893605D+04    0.0000000    0.0000000     90.707    30.448    EM
                                                    281.845
     2 -0.23470624D+04  442.2981041    0.1585661     78.077    44.783    FS
                                                    280.140
     3 -0.20768573D+04  270.2050546    0.1151248     74.377    48.812    FS
                                                    279.812
     4 -0.18022718D+04  274.5855003    0.1322120     76.516    46.893    FS
                                                    279.591
     5 -0.16948480D+04  107.4238810    0.0596047     83.048    40.631    FS
                                                    279.321
     6 -0.15422178D+04  152.6301261    0.0900554     58.593    66.070    FS
                                                    278.337
     7 -0.14421092D+04  100.1086278    0.0649121     46.362    80.246    FS
                                                    276.392
     8 -0.13549940D+04   87.1151900    0.0604082     50.093    82.573    FS
                                                    270.334
     9 -0.12820256D+04   72.9684141    0.0538515     63.016    87.738    FS
                                                    252.246
    10 -0.12302136D+04   51.8119863    0.0404142     78.046   118.227    FS
                                                    206.727
    11 -0.11924096D+04   37.8040515    0.0307297     74.524   172.305    FS
                                                    156.171
    12 -0.11633168D+04   29.0927586    0.0243983     36.914   208.449    FS
                                                    157.637
    13 -0.11360024D+04   27.3144081    0.0234798     40.858   176.342    FS
                                                    185.800
    14 -0.11148327D+04   21.1697347    0.0186353     61.136   154.096    FS
                                                    187.768
    15 -0.10963804D+04   18.4522528    0.0165516     50.855   143.704    FS
                                                    208.442
    16 -0.10837347D+04   12.6457205    0.0115341     52.638   143.804    FS
                                                    206.559
    17 -0.10764653D+04    7.2693811    0.0067077     51.771   148.199    FS
                                                    203.030
    18 -0.10729955D+04    3.4698098    0.0032233     39.704   161.233    FS
                                                    202.063
    19 -0.10711062D+04    1.8892884    0.0017608     27.507   174.070    FS
                                                    201.424
    20 -0.10702588D+04    0.8473736    0.0007911     28.642   182.521    FS
                                                    191.837


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 307


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15802504D+04    0.0000000    0.0000000      3.120   122.783    EM
                                                    277.097
     2 -0.14344337D+04  145.8166722    0.0922744      6.083   119.905    FS
                                                    277.012
     3 -0.12558197D+04  178.6140257    0.1245188     14.384   113.817    EM
                                                    274.798
     4 -0.11782642D+04   77.5554686    0.0617569     27.821   101.551    EM
                                                    273.628
     5 -0.11346706D+04   43.5936170    0.0369982     40.316    92.043    EM
                                                    270.640
     6 -0.11079602D+04   26.7103699    0.0235402     52.252    83.917    EM
                                                    266.831
     7 -0.10910304D+04   16.9298690    0.0152802     63.479    76.561    EM
                                                    262.960
     8 -0.10815783D+04    9.4520345    0.0086634     72.826    70.949    EM
                                                    259.225
     9 -0.10767875D+04    4.7907872    0.0044294     79.934    67.144    EM
                                                    255.922
    10 -0.10744417D+04    2.3457880    0.0021785     85.063    64.742    EM
                                                    253.195
    11 -0.10732897D+04    1.1520092    0.0010722     88.655    63.315    EM
                                                    251.031
    12 -0.10727123D+04    0.5774871    0.0005381     91.127    62.532    EM
                                                    249.341


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 308


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16467879D+04    0.0000000    0.0000000    199.725     7.077    EM
                                                    196.199
     2 -0.14000101D+04  246.7777852    0.1498540    238.629     0.000    FS
                                                    164.371
     3 -0.11822880D+04  217.7220661    0.1555146    284.596     0.000    FS
                                                    118.404
     4 -0.10733555D+04  108.9325138    0.0921370    282.782     0.000    EM
                                                    120.218
     5 -0.10731619D+04    0.1935855    0.0001804    281.586     0.000    EM
                                                    121.414


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 309


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13270431D+04    0.0000000    0.0000000     48.278    86.530    EM
                                                    268.192
     2 -0.11618291D+04  165.2140081    0.1244979     25.054   115.676    EM
                                                    262.270
     3 -0.11173756D+04   44.4534933    0.0382616     12.050   130.728    EM
                                                    260.222
     4 -0.10962996D+04   21.0759221    0.0188620      6.382   138.456    EM
                                                    258.162
     5 -0.10859052D+04   10.3944746    0.0094814      4.000   143.352    EM
                                                    255.648
     6 -0.10806045D+04    5.3006943    0.0048814      2.992   147.188    EM
                                                    252.820
     7 -0.10777243D+04    2.8801899    0.0026654      2.610   150.509    EM
                                                    249.881
     8 -0.10760030D+04    1.7213075    0.0015972      2.557   153.461    EM
                                                    246.981
     9 -0.10748591D+04    1.1438394    0.0010630      2.697   156.095    EM
                                                    244.208
    10 -0.10740343D+04    0.8248034    0.0007674      2.944   158.459    EM
                                                    241.597


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 310


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16470690D+04    0.0000000    0.0000000    123.498     5.086    EM
                                                    274.416
     2 -0.11142910D+04  532.7780061    0.3234704    129.002     7.144    EM
                                                    266.854
     3 -0.10986421D+04   15.6488387    0.0140438    130.009     9.280    EM
                                                    263.711
     4 -0.10887208D+04    9.9213396    0.0090305    131.003    11.511    EM
                                                    260.486
     5 -0.10826996D+04    6.0211503    0.0055305    132.220    13.753    EM
                                                    257.027
     6 -0.10791152D+04    3.5844435    0.0033107    133.528    15.930    EM
                                                    253.542
     7 -0.10769448D+04    2.1703590    0.0020112    134.808    17.995    EM
                                                    250.198
     8 -0.10755766D+04    1.3682231    0.0012705    135.989    19.924    EM
                                                    247.087
     9 -0.10746721D+04    0.9045698    0.0008410    137.040    21.713    EM
                                                    244.247


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 311


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12760007D+04    0.0000000    0.0000000      2.419   210.393    EM
                                                    190.188
     2 -0.11353141D+04  140.6866315    0.1102559      0.961   197.681    EM
                                                    204.358
     3 -0.11177889D+04   17.5251042    0.0154363      0.581   187.639    EM
                                                    214.779
     4 -0.11044114D+04   13.3775126    0.0119678      0.517   180.352    EM
                                                    222.131
     5 -0.10941786D+04   10.2328358    0.0092654      0.556   175.317    EM
                                                    227.126
     6 -0.10866803D+04    7.4983475    0.0068529      0.622   172.118    EM
                                                    230.260
     7 -0.10814455D+04    5.2347323    0.0048172      0.688   170.369    EM
                                                    231.944
     8 -0.10779720D+04    3.4735477    0.0032119      0.751   169.709    EM
                                                    232.540
     9 -0.10757684D+04    2.2035246    0.0020441      0.813   169.823    EM
                                                    232.363
    10 -0.10744115D+04    1.3569581    0.0012614      0.873   170.459    EM
                                                    231.667
    11 -0.10735812D+04    0.8302586    0.0007728      0.933   171.425    EM
                                                    230.642


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 312


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18241409D+04    0.0000000    0.0000000      5.665   116.145    EM
                                                    281.191
     2 -0.16612919D+04  162.8490115    0.0892744      4.904   117.377    FS
                                                    280.719
     3 -0.15888856D+04   72.4063197    0.0435843     21.091   102.663    FS
                                                    279.246
     4 -0.14751399D+04  113.7457233    0.0715884     16.608   107.843    FS
                                                    278.550
     5 -0.13779201D+04   97.2197787    0.0659055     10.576   114.662    FS
                                                    277.762
     6 -0.12817862D+04   96.1339282    0.0697674      3.926   121.398    FS
                                                    277.676
     7 -0.12137286D+04   68.0576108    0.0530959      0.027   127.733    FS
                                                    275.240
     8 -0.11831632D+04   30.5654039    0.0251831      0.000   133.045    FS
                                                    269.955
     9 -0.11359647D+04   47.1984134    0.0398917      0.000   144.626    FS
                                                    258.374
    10 -0.10977512D+04   38.2135636    0.0336397      0.000   169.213    FS
                                                    233.787
    11 -0.10820083D+04   15.7428977    0.0143410      0.000   193.126    FS
                                                    209.874
    12 -0.10756806D+04    6.3277214    0.0058481      0.000   201.106    FS
                                                    201.894
    13 -0.10731338D+04    2.5467985    0.0023676      0.000   206.186    FS
                                                    196.814
    14 -0.10723606D+04    0.7731969    0.0007205      0.000   211.091    FS
                                                    191.909


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 313


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13092045D+04    0.0000000    0.0000000     74.191    59.503    EM
                                                    269.306
     2 -0.12650152D+04   44.1892473    0.0337527     36.763   109.144    FS
                                                    257.093
     3 -0.11145536D+04  150.4616608    0.1189406     38.851   106.917    EM
                                                    257.232
     4 -0.10955849D+04   18.9686264    0.0170190     44.894   101.382    EM
                                                    256.723
     5 -0.10857920D+04    9.7929380    0.0089385     51.334    96.148    EM
                                                    255.518
     6 -0.10799431D+04    5.8488770    0.0053867     57.218    92.051    EM
                                                    253.730
     7 -0.10765975D+04    3.3456063    0.0030979     62.144    89.133    EM
                                                    251.723
     8 -0.10747212D+04    1.8762951    0.0017428     66.058    87.176    EM
                                                    249.766
     9 -0.10736674D+04    1.0537789    0.0009805     69.070    85.937    EM
                                                    247.993
    10 -0.10730668D+04    0.6006842    0.0005595     71.339    85.214    EM
                                                    246.446


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 314


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26427722D+04    0.0000000    0.0000000      0.000   125.218    EM
                                                    277.782
     2 -0.26424140D+04    0.3581886    0.0001355      0.000   125.227    FS
                                                    277.773
     3 -0.22372325D+04  405.1815295    0.1533376      0.000   125.245    FS
                                                    277.755
     4 -0.18477091D+04  389.5233965    0.1741095      0.000   125.232    FS
                                                    277.768
     5 -0.15089560D+04  338.7531366    0.1833368      0.000   125.120    FS
                                                    277.880
     6 -0.13007656D+04  208.1903679    0.1379698      0.000   124.837    FS
                                                    278.163
     7 -0.11277449D+04  173.0207241    0.1330145      0.000   128.877    EM
                                                    274.123
     8 -0.11108414D+04   16.9035036    0.0149888      0.000   132.963    FS
                                                    270.037
     9 -0.10821972D+04   28.6441564    0.0257860      0.000   148.950    FS
                                                    254.050
    10 -0.10738565D+04    8.3406930    0.0077072      0.000   177.125    FS
                                                    225.875
    11 -0.10723568D+04    1.4997062    0.0013966      0.000   201.917    FS
                                                    201.083
    12 -0.10722100D+04    0.1468543    0.0001369      0.000   209.378    FS
                                                    193.622


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 315


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16306524D+04    0.0000000    0.0000000     48.097   336.678    EM
                                                     18.225
     2 -0.13449811D+04  285.6712751    0.1751883     32.712   349.828    FS
                                                     20.460
     3 -0.11775306D+04  167.4505417    0.1245003      9.316   339.696    FS
                                                     53.987
     4 -0.11195563D+04   57.9742744    0.0492338     11.387   317.481    EM
                                                     74.132
     5 -0.10985982D+04   20.9580910    0.0187200     13.116   298.855    EM
                                                     91.029
     6 -0.10886031D+04    9.9950744    0.0090980     14.608   284.284    EM
                                                    104.107
     7 -0.10827051D+04    5.8980395    0.0054180     15.981   273.156    EM
                                                    113.863
     8 -0.10787740D+04    3.9311333    0.0036308     17.343   264.585    EM
                                                    121.072
     9 -0.10757311D+04    3.0428207    0.0028206     18.798   257.766    EM
                                                    126.436
    10 -0.10729579D+04    2.7731935    0.0025780     20.378   252.131    EM
                                                    130.491
    11 -0.10705933D+04    2.3646624    0.0022039     21.931   247.461    EM
                                                    133.608
    12 -0.10690574D+04    1.5358712    0.0014346     23.262   243.698    EM
                                                    136.041
    13 -0.10682290D+04    0.8283945    0.0007749     24.297   240.719    EM
                                                    137.983


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 316


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13599449D+04    0.0000000    0.0000000     21.604   131.709    EM
                                                    249.687
     2 -0.12888595D+04   71.0854653    0.0522708      8.695   146.570    FS
                                                    247.735
     3 -0.11464361D+04  142.4233377    0.1105034     16.326   134.483    EM
                                                    252.191
     4 -0.11207699D+04   25.6661932    0.0223878     26.400   121.349    EM
                                                    255.252
     5 -0.11025212D+04   18.2487502    0.0162823     36.337   110.281    EM
                                                    256.382
     6 -0.10903147D+04   12.2064667    0.0110714     44.752   102.306    EM
                                                    255.941
     7 -0.10828539D+04    7.4608301    0.0068428     51.300    97.099    EM
                                                    254.601
     8 -0.10784945D+04    4.3593700    0.0040258     56.216    93.882    EM
                                                    252.903
     9 -0.10759952D+04    2.4993437    0.0023174     59.863    91.982    EM
                                                    251.155
    10 -0.10745623D+04    1.4329233    0.0013317     62.570    90.932    EM
                                                    249.499
    11 -0.10737243D+04    0.8379485    0.0007798     64.592    90.422    EM
                                                    247.986


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 317


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13615463D+04    0.0000000    0.0000000    385.530     4.421    EM
                                                     13.049
     2 -0.11174878D+04  244.0584212    0.1792509    388.205     3.793    EM
                                                     11.002
     3 -0.10957320D+04   21.7557974    0.0194685    389.572     3.405    EM
                                                     10.023
     4 -0.10867640D+04    8.9680367    0.0081845    390.371     3.146    EM
                                                      9.484
     5 -0.10821238D+04    4.6401665    0.0042697    390.881     2.960    EM
                                                      9.159
     6 -0.10794639D+04    2.6599122    0.0024580    391.223     2.824    EM
                                                      8.953
     7 -0.10778476D+04    1.6163460    0.0014974    391.458     2.724    EM
                                                      8.818
     8 -0.10768278D+04    1.0197718    0.0009461    391.618     2.650    EM
                                                      8.732
     9 -0.10761671D+04    0.6607138    0.0006136    391.724     2.596    EM
                                                      8.680


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 318


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15506343D+04    0.0000000    0.0000000    117.807    40.038    EM
                                                    245.155
     2 -0.13906809D+04  159.9534377    0.1031535    133.172    14.945    FS
                                                    254.883
     3 -0.11339671D+04  256.7137732    0.1845957    128.689    12.484    EM
                                                    261.827
     4 -0.11134396D+04   20.5275117    0.0181024    128.791    11.868    EM
                                                    262.341
     5 -0.10989890D+04   14.4506448    0.0129784    129.923    11.960    EM
                                                    261.117
     6 -0.10891220D+04    9.8669378    0.0089782    131.629    12.362    EM
                                                    259.009
     7 -0.10827773D+04    6.3447546    0.0058256    133.756    12.874    EM
                                                    256.369
     8 -0.10788315D+04    3.9457739    0.0036441    136.149    13.395    EM
                                                    253.456
     9 -0.10763749D+04    2.4566549    0.0022771    138.664    13.878    EM
                                                    250.458
    10 -0.10747998D+04    1.5750792    0.0014633    141.192    14.312    EM
                                                    247.496
    11 -0.10737436D+04    1.0562202    0.0009827    143.661    14.697    EM
                                                    244.642
    12 -0.10730002D+04    0.7433569    0.0006923    146.028    15.041    EM
                                                    241.931


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 319


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12865873D+04    0.0000000    0.0000000     34.372   120.749    EM
                                                    247.879
     2 -0.11344544D+04  152.1329777    0.1182454     44.840   108.513    EM
                                                    249.647
     3 -0.11081310D+04   26.3233742    0.0232036     56.674    94.399    EM
                                                    251.927
     4 -0.10946157D+04   13.5153124    0.0121965     67.350    82.815    EM
                                                    252.836
     5 -0.10858782D+04    8.7374245    0.0079822     76.274    74.128    EM
                                                    252.597
     6 -0.10803916D+04    5.4866737    0.0050528     83.252    67.957    EM
                                                    251.790
     7 -0.10771016D+04    3.2899312    0.0030451     88.380    63.804    EM
                                                    250.816
     8 -0.10751858D+04    1.9158366    0.0017787     91.944    61.179    EM
                                                    249.877
     9 -0.10740783D+04    1.1074554    0.0010300     94.296    59.655    EM
                                                    249.049
    10 -0.10734279D+04    0.6504211    0.0006056     95.770    58.888    EM
                                                    248.342


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 320


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18679004D+04    0.0000000    0.0000000    103.294    44.333    EM
                                                    255.373
     2 -0.17861762D+04   81.7242046    0.0437519    112.066    21.438    FS
                                                    269.495
     3 -0.16700815D+04  116.0946474    0.0649962    127.651     0.001    FS
                                                    275.348
     4 -0.15561833D+04  113.8982488    0.0681992    129.162     0.000    FS
                                                    273.838
     5 -0.14688765D+04   87.3067743    0.0561031    135.707     0.000    FS
                                                    267.293
     6 -0.13884627D+04   80.4138463    0.0547451    150.955     0.000    FS
                                                    252.045
     7 -0.13042138D+04   84.2488664    0.0606778    178.969     0.000    FS
                                                    224.031
     8 -0.12379131D+04   66.3006713    0.0508357    211.630     0.000    FS
                                                    191.370
     9 -0.11787140D+04   59.1990898    0.0478217    227.120     0.000    FS
                                                    175.880
    10 -0.11300392D+04   48.6747989    0.0412948    216.745     0.000    FS
                                                    186.255
    11 -0.10954489D+04   34.5902855    0.0306098    200.918     0.000    FS
                                                    202.082
    12 -0.10773069D+04   18.1420656    0.0165613    194.453     0.000    FS
                                                    208.547
    13 -0.10725501D+04    4.7568107    0.0044155    198.985     0.000    FS
                                                    204.015
    14 -0.10722057D+04    0.3443564    0.0003211    208.123     0.000    FS
                                                    194.877


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 321


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16912705D+04    0.0000000    0.0000000     29.151    94.761    EM
                                                    279.088
     2 -0.15134619D+04  177.8086637    0.1051332     39.070    85.218    FS
                                                    278.712
     3 -0.14027612D+04  110.7006720    0.0731440     44.280    80.682    FS
                                                    278.037
     4 -0.10970798D+04  305.6813969    0.2179141     58.351    77.183    EM
                                                    267.466
     5 -0.10839896D+04   13.0902207    0.0119319     67.383    72.348    EM
                                                    263.269
     6 -0.10781301D+04    5.8594829    0.0054055     74.248    69.236    EM
                                                    259.516
     7 -0.10753642D+04    2.7659174    0.0025655     79.379    67.476    EM
                                                    256.145
     8 -0.10740346D+04    1.3295993    0.0012364     83.139    66.596    EM
                                                    253.266
     9 -0.10733504D+04    0.6842146    0.0006371     85.891    66.250    EM
                                                    250.859


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 322


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15864868D+04    0.0000000    0.0000000      0.009   123.387    EM
                                                    279.604
     2 -0.15285854D+04   57.9013927    0.0364966      0.443   122.964    FS
                                                    279.593
     3 -0.14991527D+04   29.4327102    0.0192549      0.000   123.492    FS
                                                    279.508
     4 -0.13920313D+04  107.1213988    0.0714546      0.000   123.849    FS
                                                    279.151
     5 -0.12993733D+04   92.6580149    0.0665632      0.000   124.047    FS
                                                    278.953
     6 -0.12230146D+04   76.3586736    0.0587658      0.000   124.392    FS
                                                    278.608
     7 -0.11622498D+04   60.7647832    0.0496844      0.000   125.541    FS
                                                    277.459
     8 -0.11175962D+04   44.6536559    0.0384200      0.000   129.435    FS
                                                    273.565
     9 -0.10896003D+04   27.9959120    0.0250501      0.000   140.828    FS
                                                    262.172
    10 -0.10765376D+04   13.0626671    0.0119885      0.000   165.314    FS
                                                    237.686
    11 -0.10727901D+04    3.7474738    0.0034810      0.000   194.201    FS
                                                    208.799
    12 -0.10722444D+04    0.5456950    0.0005087      0.000   207.564    FS
                                                    195.436


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 323


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13480657D+04    0.0000000    0.0000000     34.633   182.963    EM
                                                    185.404
     2 -0.12135361D+04  134.5295803    0.0997945     25.335   116.881    FS
                                                    260.784
     3 -0.11772708D+04   36.2653280    0.0298840      0.002   157.164    FS
                                                    245.835
     4 -0.10779333D+04   99.3374636    0.0843795      0.000   165.861    EM
                                                    237.139
     5 -0.10744344D+04    3.4989449    0.0032460      0.000   169.521    EM
                                                    233.479
     6 -0.10737201D+04    0.7142909    0.0006648      0.000   172.082    EM
                                                    230.918


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 324


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16254525D+04    0.0000000    0.0000000    100.498    40.407    EM
                                                    262.095
     2 -0.14537517D+04  171.7007953    0.1056326     97.717    40.093    FS
                                                    265.189
     3 -0.12326608D+04  221.0908825    0.1520830     83.544    52.748    EM
                                                    266.709
     4 -0.11360089D+04   96.6518689    0.0784091     68.820    69.315    EM
                                                    264.865
     5 -0.10927805D+04   43.2283998    0.0380529     58.130    82.934    EM
                                                    261.936
     6 -0.10796857D+04   13.0948455    0.0119831     51.539    92.621    EM
                                                    258.840
     7 -0.10756488D+04    4.0369044    0.0037390     47.987    98.852    EM
                                                    256.161
     8 -0.10739560D+04    1.6927418    0.0015737     46.277   102.598    EM
                                                    254.126
     9 -0.10731826D+04    0.7733845    0.0007201     45.608   104.751    EM
                                                    252.641


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 325


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13699829D+04    0.0000000    0.0000000     86.173   103.773    EM
                                                    213.055
     2 -0.11617591D+04  208.2238330    0.1519901    117.477    60.203    FS
                                                    225.320
     3 -0.11200929D+04   41.6661397    0.0358647    110.974    52.207    EM
                                                    239.819
     4 -0.11043944D+04   15.6985100    0.0140154    108.109    49.416    EM
                                                    245.475
     5 -0.10935318D+04   10.8626300    0.0098358    107.113    48.307    EM
                                                    247.581
     6 -0.10858360D+04    7.6957909    0.0070376    107.212    47.875    EM
                                                    247.913
     7 -0.10806220D+04    5.2140329    0.0048019    108.031    47.800    EM
                                                    247.169
     8 -0.10772391D+04    3.3829024    0.0031305    109.320    47.939    EM
                                                    245.741
     9 -0.10750959D+04    2.1431388    0.0019895    110.893    48.205    EM
                                                    243.902
    10 -0.10737346D+04    1.3613176    0.0012662    112.609    48.544    EM
                                                    241.847
    11 -0.10728455D+04    0.8891077    0.0008281    114.375    48.919    EM
                                                    239.706


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 326


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11979072D+04    0.0000000    0.0000000    118.704    16.801    EM
                                                    267.495
     2 -0.11105975D+04   87.3097089    0.0728852    122.473    11.696    EM
                                                    268.831
     3 -0.10928285D+04   17.7689881    0.0159995    128.384     9.008    EM
                                                    265.607
     4 -0.10842812D+04    8.5473501    0.0078213    133.708     7.620    EM
                                                    261.672
     5 -0.10799860D+04    4.2951102    0.0039613    138.322     6.898    EM
                                                    257.779
     6 -0.10775992D+04    2.3868761    0.0022101    142.273     6.545    EM
                                                    254.182
     7 -0.10761626D+04    1.4366168    0.0013332    145.709     6.382    EM
                                                    250.910
     8 -0.10752195D+04    0.9430234    0.0008763    148.758     6.302    EM
                                                    247.940


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 327


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23661706D+04    0.0000000    0.0000000     53.901    71.047    EM
                                                    278.052
     2 -0.21025027D+04  263.6678840    0.1114323     38.043    86.542    FS
                                                    278.416
     3 -0.19842305D+04  118.2722598    0.0562531     38.378    86.467    FS
                                                    278.155
     4 -0.19073141D+04   76.9163951    0.0387638      9.630   115.741    FS
                                                    277.629
     5 -0.17994734D+04  107.8407010    0.0565406     12.135   116.419    FS
                                                    274.446
     6 -0.17057724D+04   93.7009893    0.0520713     40.984   106.816    FS
                                                    255.200
     7 -0.14511875D+04  254.5848473    0.1492490     43.952   113.932    EM
                                                    245.116
     8 -0.13151808D+04  136.0067282    0.0937210     46.064   115.371    EM
                                                    241.565
     9 -0.12021994D+04  112.9813980    0.0859056     47.915   115.692    EM
                                                    239.393
    10 -0.11233814D+04   78.8180397    0.0655615     49.644   115.487    EM
                                                    237.869
    11 -0.10847716D+04   38.6097900    0.0343693     51.369   115.163    EM
                                                    236.468
    12 -0.10745599D+04   10.2116729    0.0094137     53.135   115.075    EM
                                                    234.790
    13 -0.10732057D+04    1.3542173    0.0012603     54.839   115.216    EM
                                                    232.945
    14 -0.10727922D+04    0.4134402    0.0003852     56.385   115.380    EM
                                                    231.235


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 328


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15340337D+04    0.0000000    0.0000000     34.241    94.091    EM
                                                    274.668
     2 -0.12921886D+04  241.8451218    0.1576531     14.244   115.892    FS
                                                    272.864
     3 -0.12892330D+04    2.9555976    0.0022873      0.000   133.940    FS
                                                    269.060
     4 -0.11072524D+04  181.9805750    0.1411541      0.000   138.350    EM
                                                    264.650
     5 -0.10845876D+04   22.6647934    0.0204694      0.000   142.425    EM
                                                    260.575
     6 -0.10795859D+04    5.0017147    0.0046116      0.000   146.698    EM
                                                    256.302
     7 -0.10776590D+04    1.9269052    0.0017849      0.000   150.769    EM
                                                    252.231
     8 -0.10764355D+04    1.2234601    0.0011353      0.000   154.454    EM
                                                    248.546
     9 -0.10755862D+04    0.8493365    0.0007890      0.000   157.759    EM
                                                    245.241


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 329


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14363886D+04    0.0000000    0.0000000     64.685    67.037    EM
                                                    271.278
     2 -0.12900658D+04  146.3227680    0.1018685     14.817   141.729    FS
                                                    246.454
     3 -0.11698897D+04  120.1760687    0.0931550      0.000   206.553    FS
                                                    196.447
     4 -0.10800998D+04   89.7898712    0.0767507      0.000   224.658    EM
                                                    178.342
     5 -0.10740454D+04    6.0544096    0.0056054      0.000   231.417    EM
                                                    171.583
     6 -0.10728648D+04    1.1806612    0.0010993      0.000   233.596    EM
                                                    169.404
     7 -0.10725642D+04    0.3006257    0.0002802      0.000   233.951    EM
                                                    169.049


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 330


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14881202D+04    0.0000000    0.0000000    102.819   126.887    EM
                                                    173.294
     2 -0.12871435D+04  200.9766904    0.1350541    104.605    56.458    FS
                                                    241.936
     3 -0.11198748D+04  167.2686504    0.1299534    109.645    44.936    EM
                                                    248.419
     4 -0.10996123D+04   20.2624829    0.0180935    111.798    40.694    EM
                                                    250.508
     5 -0.10897845D+04    9.8278562    0.0089376    114.236    38.012    EM
                                                    250.753
     6 -0.10830750D+04    6.7095238    0.0061567    116.896    36.216    EM
                                                    249.889
     7 -0.10787549D+04    4.3200693    0.0039887    119.654    35.047    EM
                                                    248.299
     8 -0.10760952D+04    2.6596967    0.0024655    122.406    34.296    EM
                                                    246.298
     9 -0.10742655D+04    1.8297438    0.0017004    125.046    33.850    EM
                                                    244.104
    10 -0.10730666D+04    1.1989007    0.0011160    127.560    33.649    EM
                                                    241.790
    11 -0.10723229D+04    0.7436181    0.0006930    129.961    33.586    EM
                                                    239.454


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 331


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16796709D+04    0.0000000    0.0000000     52.727    71.797    EM
                                                    278.476
     2 -0.12426327D+04  437.0382338    0.2601928     17.851   107.896    EM
                                                    277.253
     3 -0.12242101D+04   18.4226027    0.0148255      0.141   128.153    FS
                                                    274.706
     4 -0.10959469D+04  128.2631754    0.1047722      0.026   139.384    EM
                                                    263.590
     5 -0.10827171D+04   13.2297687    0.0120715      0.026   144.016    EM
                                                    258.958
     6 -0.10793313D+04    3.3858692    0.0031272      0.028   147.975    EM
                                                    254.997
     7 -0.10775602D+04    1.7710888    0.0016409      0.030   151.659    EM
                                                    251.311
     8 -0.10763855D+04    1.1746712    0.0010901      0.034   155.044    EM
                                                    247.922
     9 -0.10755595D+04    0.8259948    0.0007674      0.038   158.141    EM
                                                    244.822


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 332


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18436672D+04    0.0000000    0.0000000     63.293    64.401    EM
                                                    275.306
     2 -0.16015475D+04  242.1197082    0.1313251     34.991    92.682    FS
                                                    275.327
     3 -0.13906291D+04  210.9183796    0.1316966      3.318   123.348    FS
                                                    276.333
     4 -0.13464705D+04   44.1586483    0.0317544      0.000   126.850    FS
                                                    276.150
     5 -0.13198935D+04   26.5769531    0.0197382      0.000   127.323    FS
                                                    275.677
     6 -0.12327507D+04   87.1428196    0.0660226      0.000   132.762    FS
                                                    270.238
     7 -0.11638048D+04   68.9458629    0.0559285      0.000   145.187    FS
                                                    257.813
     8 -0.11136565D+04   50.1483530    0.0430900      0.000   167.634    FS
                                                    235.366
     9 -0.10843594D+04   29.2970722    0.0263071      0.000   191.473    FS
                                                    211.527
    10 -0.10737119D+04   10.6474864    0.0098191      0.000   201.298    FS
                                                    201.702
    11 -0.10722802D+04    1.4316728    0.0013334      0.000   205.628    FS
                                                    197.372
    12 -0.10722046D+04    0.0756697    0.0000706      0.000   210.153    FS
                                                    192.847


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 333


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19816145D+04    0.0000000    0.0000000     43.698   142.880    EM
                                                    216.422
     2 -0.16261681D+04  355.4464628    0.1793722     49.424   129.693    FS
                                                    223.883
     3 -0.12917615D+04  334.4066276    0.2056409     85.182    65.678    FS
                                                    252.140
     4 -0.11338545D+04  157.9069123    0.1222415     76.489    66.689    EM
                                                    259.821
     5 -0.11035147D+04   30.3398248    0.0267581     70.886    72.108    EM
                                                    260.007
     6 -0.10906668D+04   12.8479535    0.0116428     67.308    77.628    EM
                                                    258.064
     7 -0.10835496D+04    7.1171676    0.0065255     65.184    82.505    EM
                                                    255.310
     8 -0.10796605D+04    3.8890784    0.0035892     64.082    86.633    EM
                                                    252.284
     9 -0.10772049D+04    2.4556435    0.0022745     63.632    89.991    EM
                                                    249.378
    10 -0.10755650D+04    1.6398634    0.0015223     63.507    92.926    EM
                                                    246.567
    11 -0.10749284D+04    0.6366439    0.0005919     63.592    95.571    EM
                                                    243.837


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 334


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16134493D+04    0.0000000    0.0000000    148.485    12.197    EM
                                                    242.318
     2 -0.13682122D+04  245.2370741    0.1519955    130.806    12.520    EM
                                                    259.675
     3 -0.12277521D+04  140.4601356    0.1026596    127.345    13.826    EM
                                                    261.829
     4 -0.11369227D+04   90.8293725    0.0739802    127.039    15.200    EM
                                                    260.761
     5 -0.10940982D+04   42.8245240    0.0376671    127.897    16.509    EM
                                                    258.594
     6 -0.10817461D+04   12.3520604    0.0112897    129.493    17.779    EM
                                                    255.727
     7 -0.10785073D+04    3.2387904    0.0029940    131.445    19.018    EM
                                                    252.537
     8 -0.10767811D+04    1.7262462    0.0016006    133.404    20.223    EM
                                                    249.373
     9 -0.10756078D+04    1.1732085    0.0010896    135.200    21.402    EM
                                                    246.398
    10 -0.10747613D+04    0.8465355    0.0007870    136.780    22.561    EM
                                                    243.659


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 335


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15866967D+04    0.0000000    0.0000000      3.055   126.864    EM
                                                    273.081
     2 -0.14533464D+04  133.3502315    0.0840427      6.031   123.755    FS
                                                    273.215
     3 -0.12558107D+04  197.5357773    0.1359179      3.678   122.994    EM
                                                    276.329
     4 -0.11623244D+04   93.4862542    0.0744430      3.593   124.731    EM
                                                    274.675
     5 -0.11207576D+04   41.5667618    0.0357618      4.193   126.971    EM
                                                    271.836
     6 -0.10998593D+04   20.8983754    0.0186467      5.188   129.670    EM
                                                    268.141
     7 -0.10887501D+04   11.1092040    0.0101006      6.400   132.570    EM
                                                    264.030
     8 -0.10827184D+04    6.0317008    0.0055400      7.706   135.416    EM
                                                    259.877
     9 -0.10792910D+04    3.4273537    0.0031655      9.034   138.058    EM
                                                    255.908
    10 -0.10772137D+04    2.0772781    0.0019247     10.341   140.428    EM
                                                    252.231
    11 -0.10758673D+04    1.3464251    0.0012499     11.612   142.510    EM
                                                    248.878
    12 -0.10749407D+04    0.9266408    0.0008613     12.839   144.314    EM
                                                    245.846


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 336


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17110197D+04    0.0000000    0.0000000    152.888    40.481    EM
                                                    209.630
     2 -0.12970461D+04  413.9736231    0.2419456    151.120     5.906    FS
                                                    245.974
     3 -0.10878531D+04  209.1930092    0.1612842    156.385     0.001    FS
                                                    246.614
     4 -0.10827417D+04    5.1114337    0.0046986    147.824     0.000    FS
                                                    255.176
     5 -0.10751932D+04    7.5484532    0.0069716    175.069     0.000    FS
                                                    227.931
     6 -0.10723916D+04    2.8016091    0.0026057    199.924     0.000    FS
                                                    203.076
     7 -0.10722111D+04    0.1805305    0.0001683    209.331     0.000    FS
                                                    193.669


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 337


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16898330D+04    0.0000000    0.0000000     78.460    48.606    EM
                                                    275.934
     2 -0.15829597D+04  106.8733568    0.0632449      5.882   127.370    FS
                                                    269.748
     3 -0.14952322D+04   87.7274713    0.0554199      0.000   129.474    FS
                                                    273.526
     4 -0.13827510D+04  112.4811954    0.0752266      0.000   132.972    FS
                                                    270.028
     5 -0.12282816D+04  154.4694147    0.1117117      0.000   134.952    FS
                                                    268.048
     6 -0.11486645D+04   79.6170779    0.0648199      0.000   148.463    FS
                                                    254.537
     7 -0.11011294D+04   47.5351493    0.0413830      0.000   174.683    FS
                                                    228.317
     8 -0.10800320D+04   21.0974030    0.0191598      0.000   199.447    FS
                                                    203.553
     9 -0.10739858D+04    6.0461676    0.0055981      0.000   206.999    FS
                                                    196.001
    10 -0.10725282D+04    1.4576380    0.0013572      0.000   211.223    FS
                                                    191.777
    11 -0.10722418D+04    0.2863419    0.0002670      0.000   212.775    FS
                                                    190.225


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 338


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15611752D+04    0.0000000    0.0000000      0.000   141.738    EM
                                                    261.262
     2 -0.13958108D+04  165.3644343    0.1059230      0.000   142.576    FS
                                                    260.424
     3 -0.13814890D+04   14.3217513    0.0102605      0.000   142.579    FS
                                                    260.421
     4 -0.11979801D+04  183.5089549    0.1328342      0.000   138.766    EM
                                                    264.234
     5 -0.11488552D+04   49.1249307    0.0410065      0.000   137.206    EM
                                                    265.794
     6 -0.11241246D+04   24.7305624    0.0215263      0.000   137.377    EM
                                                    265.623
     7 -0.11068415D+04   17.2831005    0.0153747      0.000   138.767    EM
                                                    264.233
     8 -0.10947152D+04   12.1263080    0.0109558      0.000   141.045    EM
                                                    261.955
     9 -0.10868930D+04    7.8221582    0.0071454      0.000   143.901    EM
                                                    259.099
    10 -0.10821108D+04    4.7822628    0.0043999      0.000   147.050    EM
                                                    255.950
    11 -0.10792161D+04    2.8946696    0.0026750      0.000   150.274    EM
                                                    252.726
    12 -0.10774162D+04    1.7999051    0.0016678      0.000   153.431    EM
                                                    249.569
    13 -0.10762417D+04    1.1745112    0.0010901      0.000   156.444    EM
                                                    246.556
    14 -0.10754331D+04    0.8085748    0.0007513      0.000   159.278    EM
                                                    243.722


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 339


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21099845D+04    0.0000000    0.0000000      0.347   277.161    EM
                                                    125.491
     2 -0.13825874D+04  727.3970527    0.3447405      0.149   150.294    EM
                                                    252.557
     3 -0.11902023D+04  192.3851257    0.1391486      0.118   133.425    EM
                                                    269.457
     4 -0.11410389D+04   49.1633783    0.0413067      0.108   132.925    EM
                                                    269.967
     5 -0.11156733D+04   25.3656123    0.0222303      0.098   134.733    EM
                                                    268.169
     6 -0.10996192D+04   16.0540831    0.0143896      0.089   137.488    EM
                                                    265.423
     7 -0.10896297D+04    9.9895532    0.0090846      0.083   140.789    EM
                                                    262.128
     8 -0.10837071D+04    5.9225787    0.0054354      0.083   144.329    EM
                                                    258.587
     9 -0.10802087D+04    3.4984146    0.0032282      0.090   147.881    EM
                                                    255.030
    10 -0.10780684D+04    2.1403238    0.0019814      0.104   151.302    EM
                                                    251.594
    11 -0.10766827D+04    1.3856781    0.0012853      0.131   154.518    EM
                                                    248.351
    12 -0.10757282D+04    0.9545230    0.0008865      0.174   157.499    EM
                                                    245.327


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 340


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23112980D+04    0.0000000    0.0000000     26.053   113.070    EM
                                                    263.876
     2 -0.22298241D+04   81.4738572    0.0352503     20.995   132.360    FS
                                                    249.644
     3 -0.21508232D+04   79.0009313    0.0354292     16.287   158.903    FS
                                                    227.811
     4 -0.20746330D+04   76.1901652    0.0354237      7.848   192.897    FS
                                                    202.255
     5 -0.19989909D+04   75.6421007    0.0364605      4.502   209.602    FS
                                                    188.896
     6 -0.19271796D+04   71.8113159    0.0359238      3.975   220.563    FS
                                                    178.462
     7 -0.18584708D+04   68.7088392    0.0356525      1.667   218.899    FS
                                                    182.434
     8 -0.18091287D+04   49.3420223    0.0265498      0.000   217.454    FS
                                                    185.546
     9 -0.17368177D+04   72.3110137    0.0399701      0.000   219.810    FS
                                                    183.190
    10 -0.16639992D+04   72.8185695    0.0419264      0.000   213.382    FS
                                                    189.618
    11 -0.15916517D+04   72.3474648    0.0434781      0.000   204.073    FS
                                                    198.927
    12 -0.15209457D+04   70.7059665    0.0444230      0.000   198.465    FS
                                                    204.535
    13 -0.14507796D+04   70.1661192    0.0461332      0.000   190.372    FS
                                                    212.628
    14 -0.13803052D+04   70.4744526    0.0485770      0.000   180.651    FS
                                                    222.349
    15 -0.12967074D+04   83.5977420    0.0605647      0.000   169.901    FS
                                                    233.099
    16 -0.12364429D+04   60.2645126    0.0464750      0.000   160.781    FS
                                                    242.219
    17 -0.11088886D+04  127.5543558    0.1031623      0.000   156.447    FS
                                                    246.553
    18 -0.10824251D+04   26.4634333    0.0238648      0.000   179.200    FS
                                                    223.800
    19 -0.10734004D+04    9.0247012    0.0083375      0.000   196.322    FS
                                                    206.678
    20 -0.10722596D+04    1.1408118    0.0010628      0.000   205.617    FS
                                                    197.383


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 341


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14589878D+04    0.0000000    0.0000000     37.429   289.598    EM
                                                     75.973
     2 -0.10885802D+04  370.4075577    0.2538798     30.079   294.271    EM
                                                     78.651
     3 -0.10829639D+04    5.6163291    0.0051593     24.994   296.879    EM
                                                     81.128
     4 -0.10793914D+04    3.5725280    0.0032988     21.554   298.017    EM
                                                     83.429
     5 -0.10770680D+04    2.3233386    0.0021525     19.246   298.198    EM
                                                     85.555
     6 -0.10755194D+04    1.5486614    0.0014378     17.738   297.757    EM
                                                     87.504
     7 -0.10744211D+04    1.0983090    0.0010212     16.825   296.892    EM
                                                     89.283
     8 -0.10735454D+04    0.8756593    0.0008150     16.380   295.711    EM
                                                     90.909


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 342


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.34170396D+04    0.0000000    0.0000000      0.000    45.007    EM
                                                    357.993
     2 -0.32825215D+04  134.5180866    0.0393669      0.000    45.007    FS
                                                    357.993
     3 -0.32770096D+04    5.5119540    0.0016792      0.000    45.007    FS
                                                    357.993
     4 -0.16920389D+04 1584.9706502    0.4836637      0.000   123.303    FS
                                                    279.697
     5 -0.15780563D+04  113.9826079    0.0673641      0.000   124.077    FS
                                                    278.923
     6 -0.12241682D+04  353.8880855    0.2242557      0.000   127.332    EM
                                                    275.668
     7 -0.11779333D+04   46.2349124    0.0377684      0.000   128.494    EM
                                                    274.506
     8 -0.11402707D+04   37.6626434    0.0319735      0.000   130.414    EM
                                                    272.586
     9 -0.11138570D+04   26.4136949    0.0231644      0.000   133.195    EM
                                                    269.805
    10 -0.10975141D+04   16.3428902    0.0146723      0.000   136.647    EM
                                                    266.353
    11 -0.10881096D+04    9.4044515    0.0085689      0.000   140.457    EM
                                                    262.543
    12 -0.10827854D+04    5.3242733    0.0048931      0.000   144.339    EM
                                                    258.661
    13 -0.10796815D+04    3.1038343    0.0028665      0.000   148.104    EM
                                                    254.896
    14 -0.10777694D+04    1.9121714    0.0017711      0.000   151.657    EM
                                                    251.343
    15 -0.10765162D+04    1.2531188    0.0011627      0.000   154.960    EM
                                                    248.040
    16 -0.10756476D+04    0.8686017    0.0008069      0.000   158.011    EM
                                                    244.989


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 343


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19235065D+04    0.0000000    0.0000000     57.880    65.312    EM
                                                    279.808
     2 -0.16944013D+04  229.1052424    0.1191081     47.269    76.081    FS
                                                    279.651
     3 -0.16399090D+04   54.4922152    0.0321602     10.315   113.123    FS
                                                    279.562
     4 -0.13663506D+04  273.5584671    0.1668132     43.281    81.220    EM
                                                    278.499
     5 -0.12051665D+04  161.1840412    0.1179668     85.908    40.303    EM
                                                    276.789
     6 -0.11119006D+04   93.2658986    0.0773884    109.897    21.301    EM
                                                    271.801
     7 -0.10844131D+04   27.4875536    0.0247212    122.247    14.890    EM
                                                    265.863
     8 -0.10776399D+04    6.7732226    0.0062460    128.953    13.021    EM
                                                    261.026
     9 -0.10753943D+04    2.2455436    0.0020838    133.010    12.637    EM
                                                    257.352
    10 -0.10742080D+04    1.1862895    0.0011031    135.842    12.727    EM
                                                    254.431
    11 -0.10734326D+04    0.7754265    0.0007219    138.084    12.942    EM
                                                    251.974


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 344


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14478639D+04    0.0000000    0.0000000     17.563   175.023    EM
                                                    210.414
     2 -0.12787574D+04  169.1065521    0.1167973      2.561   157.657    FS
                                                    242.783
     3 -0.12548193D+04   23.9381040    0.0187198      0.000   138.758    FS
                                                    264.242
     4 -0.11540372D+04  100.7820680    0.0803160      0.000   142.044    FS
                                                    260.956
     5 -0.11143246D+04   39.7126138    0.0344119      0.000   157.562    FS
                                                    245.438
     6 -0.10971491D+04   17.1755095    0.0154134      0.000   168.360    FS
                                                    234.640
     7 -0.10868893D+04   10.2597882    0.0093513      0.000   172.756    FS
                                                    230.244
     8 -0.10800993D+04    6.7900329    0.0062472      0.000   178.204    FS
                                                    224.796
     9 -0.10756954D+04    4.4038137    0.0040772      0.000   186.608    FS
                                                    216.392
    10 -0.10732885D+04    2.4069151    0.0022375      0.000   197.381    FS
                                                    205.619
    11 -0.10723956D+04    0.8928918    0.0008319      0.000   207.304    FS
                                                    195.696


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 345


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.28599979D+04    0.0000000    0.0000000     31.370    93.194    EM
                                                    278.436
     2 -0.24688900D+04  391.1079910    0.1367511     27.156   101.696    FS
                                                    274.148
     3 -0.20659910D+04  402.8989364    0.1631903      0.000   123.550    FS
                                                    279.450
     4 -0.11213046D+04  944.6864586    0.4572558      0.000   131.296    EM
                                                    271.704
     5 -0.10999825D+04   21.3220164    0.0190154      0.000   138.903    FS
                                                    264.097
     6 -0.10876897D+04   12.2928152    0.0111755      0.000   150.075    FS
                                                    252.925
     7 -0.10813953D+04    6.2944242    0.0057870      0.000   161.509    FS
                                                    241.491
     8 -0.10770669D+04    4.3283822    0.0040026      0.000   173.545    FS
                                                    229.455
     9 -0.10742259D+04    2.8410287    0.0026377      0.000   186.538    FS
                                                    216.462
    10 -0.10727598D+04    1.4661455    0.0013648      0.000   199.415    FS
                                                    203.585
    11 -0.10722827D+04    0.4770072    0.0004447      0.000   208.704    FS
                                                    194.296


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 346


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14976371D+04    0.0000000    0.0000000      0.713   146.238    EM
                                                    256.048
     2 -0.13634926D+04  134.1445819    0.0895708      0.835   148.012    FS
                                                    254.153
     3 -0.13473540D+04   16.1385500    0.0118362      0.000   148.826    FS
                                                    254.174
     4 -0.11946835D+04  152.6705276    0.1133114      0.000   141.695    EM
                                                    261.305
     5 -0.11605161D+04   34.1673747    0.0285995      0.000   138.792    EM
                                                    264.208
     6 -0.11363838D+04   24.1322911    0.0207944      0.000   137.925    EM
                                                    265.075
     7 -0.11166196D+04   19.7642316    0.0173922      0.000   138.438    EM
                                                    264.562
     8 -0.11016394D+04   14.9801621    0.0134156      0.000   140.041    EM
                                                    262.959
     9 -0.10913553D+04   10.2841213    0.0093353      0.000   142.443    EM
                                                    260.557
    10 -0.10848343D+04    6.5209975    0.0059751      0.000   145.342    EM
                                                    257.658
    11 -0.10808635D+04    3.9708259    0.0036603      0.000   148.469    EM
                                                    254.531
    12 -0.10784411D+04    2.4223359    0.0022411      0.000   151.630    EM
                                                    251.370
    13 -0.10769117D+04    1.5294959    0.0014182      0.000   154.704    EM
                                                    248.296
    14 -0.10758955D+04    1.0161484    0.0009436      0.000   157.628    EM
                                                    245.372
    15 -0.10751840D+04    0.7115331    0.0006613      0.000   160.375    EM
                                                    242.625


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 347


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17858885D+04    0.0000000    0.0000000     13.958   127.944    EM
                                                    261.098
     2 -0.15738827D+04  212.0058526    0.1187117      5.397   122.496    FS
                                                    275.107
     3 -0.12337001D+04  340.1826045    0.2161423      6.005   127.419    EM
                                                    269.577
     4 -0.11972718D+04   36.4282609    0.0295276      7.827   125.062    EM
                                                    270.111
     5 -0.11637055D+04   33.5663042    0.0280357     10.490   122.587    EM
                                                    269.922
     6 -0.11344150D+04   29.2904709    0.0251700     13.600   120.681    EM
                                                    268.719
     7 -0.11119639D+04   22.4511542    0.0197910     16.702   119.703    EM
                                                    266.595
     8 -0.10967918D+04   15.1720291    0.0136444     19.553   119.700    EM
                                                    263.747
     9 -0.10874225D+04    9.3693163    0.0085425     22.117   120.438    EM
                                                    260.445
    10 -0.10818575D+04    5.5649734    0.0051176     24.446   121.593    EM
                                                    256.961
    11 -0.10785066D+04    3.3509551    0.0030974     26.606   122.893    EM
                                                    253.501
    12 -0.10763808D+04    2.1257448    0.0019710     28.647   124.158    EM
                                                    250.195
    13 -0.10749434D+04    1.4374023    0.0013354     30.600   125.295    EM
                                                    247.106
    14 -0.10739208D+04    1.0226255    0.0009513     32.470   126.276    EM
                                                    244.254
    15 -0.10731706D+04    0.7501727    0.0006985     34.254   127.110    EM
                                                    241.636


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 348


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12876648D+04    0.0000000    0.0000000    339.462    49.437    EM
                                                     14.101
     2 -0.11616737D+04  125.9911698    0.0978447    338.445    41.790    EM
                                                     22.765
     3 -0.11309804D+04   30.6932467    0.0264216    334.434    35.822    EM
                                                     32.744
     4 -0.11139367D+04   17.0436748    0.0150698    328.286    31.544    EM
                                                     43.170
     5 -0.11028618D+04   11.0749615    0.0099422    321.051    28.637    EM
                                                     53.312
     6 -0.10947555D+04    8.1062255    0.0073502    313.965    26.294    EM
                                                     62.741
     7 -0.10886834D+04    6.0721385    0.0055466    306.904    24.859    EM
                                                     71.236
     8 -0.10834147D+04    5.2686861    0.0048395    300.616    23.681    EM
                                                     78.703
     9 -0.10800189D+04    3.3958235    0.0031344    295.155    22.739    EM
                                                     85.106
    10 -0.10773799D+04    2.6390197    0.0024435    290.107    22.340    EM
                                                     90.553
    11 -0.10758478D+04    1.5321268    0.0014221    286.058    21.838    EM
                                                     95.104
    12 -0.10740197D+04    1.8280585    0.0016992    282.532    21.449    EM
                                                     99.019
    13 -0.10730091D+04    1.0106414    0.0009410    279.580    21.127    EM
                                                    102.293
    14 -0.10722979D+04    0.7111519    0.0006628    277.177    20.745    EM
                                                    105.078


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 349


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13090165D+04    0.0000000    0.0000000    148.955     2.514    EM
                                                    251.531
     2 -0.11559769D+04  153.0396440    0.1169119    133.321     1.606    EM
                                                    268.073
     3 -0.11094132D+04   46.5637164    0.0402808    134.299     1.146    EM
                                                    267.555
     4 -0.10941559D+04   15.2573260    0.0137526    137.492     0.959    EM
                                                    264.549
     5 -0.10861126D+04    8.0433035    0.0073511    141.131     0.925    EM
                                                    260.944
     6 -0.10814821D+04    4.6305074    0.0042634    144.778     0.993    EM
                                                    257.229
     7 -0.10787012D+04    2.7808427    0.0025713    148.238     1.145    EM
                                                    253.617
     8 -0.10769125D+04    1.7886838    0.0016582    151.418     1.375    EM
                                                    250.207
     9 -0.10756696D+04    1.2429453    0.0011542    154.289     1.676    EM
                                                    247.036
    10 -0.10747473D+04    0.9222553    0.0008574    156.865     2.030    EM
                                                    244.105


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 350


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17352495D+04    0.0000000    0.0000000      0.520   124.030    EM
                                                    278.450
     2 -0.15053433D+04  229.9061659    0.1324917      0.532   124.019    FS
                                                    278.448
     3 -0.14525724D+04   52.7709417    0.0350558      0.737   123.822    FS
                                                    278.442
     4 -0.12211719D+04  231.4004643    0.1593039      0.000   125.022    FS
                                                    277.978
     5 -0.11798758D+04   41.2961082    0.0338168      0.000   126.455    FS
                                                    276.545
     6 -0.11173211D+04   62.5547314    0.0530181      0.000   131.733    FS
                                                    271.267
     7 -0.10859369D+04   31.3841944    0.0280888      0.000   146.547    FS
                                                    256.453
     8 -0.10748184D+04   11.1184574    0.0102386      0.000   174.562    FS
                                                    228.438
     9 -0.10724635D+04    2.3549348    0.0021910      0.000   200.413    FS
                                                    202.587
    10 -0.10722172D+04    0.2463464    0.0002297      0.000   208.999    FS
                                                    194.001


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 351


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15230224D+04    0.0000000    0.0000000    122.933     5.574    EM
                                                    274.493
     2 -0.13384343D+04  184.5880502    0.1211985    129.436     0.000    FS
                                                    273.564
     3 -0.12423429D+04   96.0914516    0.0717939    127.051     0.000    EM
                                                    275.949
     4 -0.11211608D+04  121.1820969    0.0975432    130.279     0.000    EM
                                                    272.721
     5 -0.10936048D+04   27.5559690    0.0245781    134.891     0.000    EM
                                                    268.109
     6 -0.10848894D+04    8.7153539    0.0079694    139.847     0.000    EM
                                                    263.153
     7 -0.10808522D+04    4.0372803    0.0037214    144.551     0.000    EM
                                                    258.449
     8 -0.10785253D+04    2.3268757    0.0021528    148.811     0.000    EM
                                                    254.189
     9 -0.10770396D+04    1.4856796    0.0013775    152.629     0.000    EM
                                                    250.371
    10 -0.10760252D+04    1.0143525    0.0009418    156.059     0.000    EM
                                                    246.941
    11 -0.10752980D+04    0.7272022    0.0006758    159.154     0.000    EM
                                                    243.846


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 352


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15743849D+04    0.0000000    0.0000000     26.347   100.754    EM
                                                    275.899
     2 -0.15321525D+04   42.2323878    0.0268247      2.972   122.863    FS
                                                    277.165
     3 -0.11804334D+04  351.7190580    0.2295588      0.155   127.539    EM
                                                    275.305
     4 -0.11370016D+04   43.4317992    0.0367931      0.013   130.016    EM
                                                    272.971
     5 -0.11105804D+04   26.4211722    0.0232376      0.004   133.159    EM
                                                    269.837
     6 -0.10952610D+04   15.3194693    0.0137941      0.004   136.892    EM
                                                    266.105
     7 -0.10867532D+04    8.5077783    0.0077678      0.008   140.878    EM
                                                    262.114
     8 -0.10819763D+04    4.7769064    0.0043956      0.032   144.829    EM
                                                    258.139
     9 -0.10790653D+04    2.9110168    0.0026905      0.164   148.487    EM
                                                    254.349
    10 -0.10767393D+04    2.3260076    0.0021556      0.607   151.534    EM
                                                    250.859
    11 -0.10748931D+04    1.8462031    0.0017146      0.966   154.215    EM
                                                    247.819
    12 -0.10738647D+04    1.0283210    0.0009567      1.138   156.734    EM
                                                    245.128
    13 -0.10731877D+04    0.6770084    0.0006304      1.279   159.083    EM
                                                    242.638


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 353


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11873164D+04    0.0000000    0.0000000    387.767     1.157    EM
                                                     14.076
     2 -0.10968911D+04   90.4252777    0.0761594    386.084     0.821    EM
                                                     16.095
     3 -0.10878264D+04    9.0646568    0.0082640    384.324     0.623    EM
                                                     18.053
     4 -0.10846386D+04    3.1878320    0.0029305    382.560     0.527    EM
                                                     19.913
     5 -0.10822799D+04    2.3587004    0.0021746    380.827     0.512    EM
                                                     21.661
     6 -0.10803598D+04    1.9201596    0.0017742    379.120     0.591    EM
                                                     23.289
     7 -0.10785231D+04    1.8366683    0.0017001    377.226     0.979    EM
                                                     24.795
     8 -0.10759046D+04    2.6184985    0.0024279    374.841     1.966    EM
                                                     26.193
     9 -0.10733811D+04    2.5235150    0.0023455    372.460     3.034    EM
                                                     27.507
    10 -0.10717889D+04    1.5921896    0.0014833    370.441     3.820    EM
                                                     28.738
    11 -0.10707888D+04    1.0000657    0.0009331    368.786     4.341    EM
                                                     29.874
    12 -0.10701411D+04    0.6476935    0.0006049    367.379     4.715    EM
                                                     30.906


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 354


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11599965D+04    0.0000000    0.0000000    270.125     0.869    EM
                                                    132.005
     2 -0.10954660D+04   64.5305662    0.0556300    249.475     0.633    EM
                                                    152.892
     3 -0.10791360D+04   16.3299377    0.0149068    237.539     0.531    EM
                                                    164.930
     4 -0.10755984D+04    3.5376172    0.0032782    230.740     0.508    EM
                                                    171.752
     5 -0.10741436D+04    1.4548059    0.0013526    226.651     0.539    EM
                                                    175.811
     6 -0.10732918D+04    0.8518040    0.0007930    223.983     0.606    EM
                                                    178.411


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 355


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19356983D+04    0.0000000    0.0000000      1.153   124.040    EM
                                                    277.806
     2 -0.18660142D+04   69.6840943    0.0359995      0.736   124.502    FS
                                                    277.762
     3 -0.12496777D+04  616.3365275    0.3302957      0.068   125.704    EM
                                                    277.228
     4 -0.11863584D+04   63.3193380    0.0506685      0.012   127.099    EM
                                                    275.889
     5 -0.11407700D+04   45.5883727    0.0384272      0.004   129.375    EM
                                                    273.621
     6 -0.11121677D+04   28.6022986    0.0250728      0.003   132.565    EM
                                                    270.432
     7 -0.10959253D+04   16.2423750    0.0146043      0.006   136.380    EM
                                                    266.614
     8 -0.10870586D+04    8.8667488    0.0080907      0.019   140.443    EM
                                                    262.538
     9 -0.10821070D+04    4.9515714    0.0045550      0.080   144.426    EM
                                                    258.494
    10 -0.10789729D+04    3.1340533    0.0028963      0.357   147.982    EM
                                                    254.661
    11 -0.10764161D+04    2.5568714    0.0023697      0.853   150.955    EM
                                                    251.192
    12 -0.10747495D+04    1.6665699    0.0015483      1.116   153.711    EM
                                                    248.174
    13 -0.10737954D+04    0.9541173    0.0008878      1.271   156.298    EM
                                                    245.430


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 356


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15796563D+04    0.0000000    0.0000000      0.000   128.206    EM
                                                    274.794
     2 -0.15785342D+04    1.1220914    0.0007103      0.000   128.207    FS
                                                    274.793
     3 -0.12419859D+04  336.5482826    0.2132030      0.000   129.479    FS
                                                    273.521
     4 -0.12007070D+04   41.2789108    0.0332362      0.000   128.291    FS
                                                    274.709
     5 -0.11642577D+04   36.4492360    0.0303565      0.000   132.179    FS
                                                    270.821
     6 -0.11069132D+04   57.3445060    0.0492541      0.000   142.138    FS
                                                    260.862
     7 -0.10870752D+04   19.8379968    0.0179219      0.000   154.798    FS
                                                    248.202
     8 -0.10796745D+04    7.4007507    0.0068079      0.000   165.662    FS
                                                    237.338
     9 -0.10754144D+04    4.2600470    0.0039457      0.000   178.198    FS
                                                    224.802
    10 -0.10731360D+04    2.2783946    0.0021186      0.000   192.775    FS
                                                    210.225
    11 -0.10723418D+04    0.7942076    0.0007401      0.000   205.566    FS
                                                    197.434


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 357


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.34555102D+04    0.0000000    0.0000000     63.488    59.328    EM
                                                    280.184
     2 -0.30481037D+04  407.4064951    0.1179005     61.345    61.535    FS
                                                    280.120
     3 -0.26386022D+04  409.5014154    0.1343463     58.930    64.072    FS
                                                    279.998
     4 -0.22129069D+04  425.6953304    0.1613336     58.226    65.160    FS
                                                    279.614
     5 -0.17767144D+04  436.1924671    0.1971129     37.975    85.811    FS
                                                    279.215
     6 -0.12652700D+04  511.4444523    0.2878597      0.137   125.115    FS
                                                    277.748
     7 -0.11529506D+04  112.3194435    0.0887711      0.371   127.241    EM
                                                    275.388
     8 -0.11110169D+04   41.9336347    0.0363707      0.706   130.580    EM
                                                    271.714
     9 -0.10936207D+04   17.3962061    0.0156579      1.089   134.677    EM
                                                    267.234
    10 -0.10854204D+04    8.2003373    0.0074983      1.487   138.900    EM
                                                    262.613
    11 -0.10811012D+04    4.3191796    0.0039793      1.888   142.901    EM
                                                    258.211
    12 -0.10785856D+04    2.5155676    0.0023269      2.290   146.555    EM
                                                    254.155
    13 -0.10769891D+04    1.5965232    0.0014802      2.692   149.842    EM
                                                    250.466
    14 -0.10759039D+04    1.0852414    0.0010077      3.098   152.781    EM
                                                    247.121
    15 -0.10751254D+04    0.7785088    0.0007236      3.510   155.401    EM
                                                    244.089


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 358


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13926818D+04    0.0000000    0.0000000    389.140     2.093    EM
                                                     11.767
     2 -0.13139145D+04   78.7672714    0.0565580    376.495     1.976    EM
                                                     24.529
     3 -0.12616300D+04   52.2844872    0.0397929    354.659     1.883    EM
                                                     46.458
     4 -0.12227948D+04   38.8351645    0.0307817    323.691     1.785    EM
                                                     77.523
     5 -0.11915456D+04   31.2492827    0.0255556    287.226     1.685    EM
                                                    114.089
     6 -0.11594446D+04   32.1009791    0.0269406    253.015     1.609    EM
                                                    148.376
     7 -0.11338240D+04   25.6205975    0.0220973    226.511     1.603    EM
                                                    174.886
     8 -0.11165408D+04   17.2832073    0.0152433    208.193     1.662    EM
                                                    193.146
     9 -0.11039418D+04   12.5989922    0.0112840    196.106     1.771    EM
                                                    205.123
    10 -0.10942548D+04    9.6869802    0.0087749    188.155     1.927    EM
                                                    212.918
    11 -0.10869329D+04    7.3219315    0.0066912    182.895     2.136    EM
                                                    217.969
    12 -0.10816253D+04    5.3076059    0.0048831    179.449     2.408    EM
                                                    221.143
    13 -0.10779399D+04    3.6853169    0.0034072    177.258     2.760    EM
                                                    222.981
    14 -0.10754437D+04    2.4962291    0.0023157    175.920     3.218    EM
                                                    223.862
    15 -0.10736987D+04    1.7450157    0.0016226    175.139     3.792    EM
                                                    224.070
    16 -0.10722861D+04    1.4125631    0.0013156    174.744     4.436    EM
                                                    223.819
    17 -0.10708607D+04    1.4254160    0.0013293    174.671     5.063    EM
                                                    223.267
    18 -0.10694328D+04    1.4278889    0.0013334    174.872     5.613    EM
                                                    222.516
    19 -0.10684431D+04    0.9897367    0.0009255    175.354     6.026    EM
                                                    221.621


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 359


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22284364D+04    0.0000000    0.0000000     74.452   167.361    EM
                                                    161.187
     2 -0.20732966D+04  155.1398171    0.0696182      2.065   126.824    FS
                                                    274.111
     3 -0.18431008D+04  230.1957778    0.1110289      4.406   127.481    EM
                                                    271.113
     4 -0.16532459D+04  189.8549245    0.1030084      6.907   129.626    EM
                                                    266.467
     5 -0.14897588D+04  163.4870595    0.0988885      9.042   132.752    EM
                                                    261.206
     6 -0.13466421D+04  143.1166776    0.0960670     10.792   135.661    EM
                                                    256.547
     7 -0.12262907D+04  120.3514483    0.0893715     12.275   137.744    EM
                                                    252.981
     8 -0.11384378D+04   87.8528339    0.0716411     13.606   138.992    EM
                                                    250.402
     9 -0.10910787D+04   47.3591105    0.0416001     14.887   139.857    EM
                                                    248.256
    10 -0.10763781D+04   14.7006012    0.0134735     16.181   140.888    EM
                                                    245.931
    11 -0.10741633D+04    2.2148012    0.0020576     17.475   142.142    EM
                                                    243.383
    12 -0.10735802D+04    0.5831612    0.0005429     18.732   143.349    EM
                                                    240.919


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 360


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18985238D+04    0.0000000    0.0000000    111.542    11.187    EM
                                                    280.271
     2 -0.18343937D+04   64.1300803    0.0337789    106.308    16.787    FS
                                                    279.904
     3 -0.14186688D+04  415.7249571    0.2266280     71.078    53.469    EM
                                                    278.453
     4 -0.11626347D+04  256.0340705    0.1804749     29.917    98.966    EM
                                                    274.117
     5 -0.10879738D+04   74.6609587    0.0642170     20.147   116.302    EM
                                                    266.551
     6 -0.10776688D+04   10.3049274    0.0094717     18.398   122.199    EM
                                                    262.403
     7 -0.10755343D+04    2.1345445    0.0019807     18.595   124.194    EM
                                                    260.211
     8 -0.10745165D+04    1.0177469    0.0009463     19.322   124.890    EM
                                                    258.788
     9 -0.10739512D+04    0.5653682    0.0005262     20.158   125.171    EM
                                                    257.671


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 361


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12878771D+04    0.0000000    0.0000000    359.845     6.013    EM
                                                     37.143
     2 -0.12051202D+04   82.7569617    0.0642584    337.356     3.238    EM
                                                     62.406
     3 -0.11663943D+04   38.7259108    0.0321345    309.829     1.910    EM
                                                     91.261
     4 -0.11414582D+04   24.9360436    0.0213787    282.439     1.238    EM
                                                    119.323
     5 -0.11221370D+04   19.3211746    0.0169267    258.905     0.894    EM
                                                    143.200
     6 -0.11074454D+04   14.6915860    0.0130925    240.623     0.715    EM
                                                    161.663
     7 -0.10967191D+04   10.7263403    0.0096857    227.240     0.628    EM
                                                    175.132
     8 -0.10889366D+04    7.7825535    0.0070962    217.718     0.601    EM
                                                    184.680
     9 -0.10833139D+04    5.6226925    0.0051635    211.015     0.612    EM
                                                    191.373
    10 -0.10793306D+04    3.9832360    0.0036769    206.318     0.647    EM
                                                    196.035
    11 -0.10765970D+04    2.7335891    0.0025327    203.051     0.699    EM
                                                    199.251
    12 -0.10747942D+04    1.8027980    0.0016745    200.812     0.760    EM
                                                    201.428
    13 -0.10736460D+04    1.1482756    0.0010684    199.312     0.827    EM
                                                    202.861
    14 -0.10729228D+04    0.7231999    0.0006736    198.335     0.899    EM
                                                    203.766


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 362


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14797936D+04    0.0000000    0.0000000     71.929    64.935    EM
                                                    266.136
     2 -0.13766390D+04  103.1546425    0.0697088     68.990    58.004    FS
                                                    276.006
     3 -0.12188761D+04  157.7628596    0.1146000     56.065    77.439    EM
                                                    269.497
     4 -0.11710786D+04   47.7975658    0.0392145     43.645    91.148    EM
                                                    268.208
     5 -0.11368574D+04   34.2211336    0.0292219     34.695   101.273    EM
                                                    267.032
     6 -0.11127163D+04   24.1411015    0.0212349     28.749   109.070    EM
                                                    265.181
     7 -0.10969057D+04   15.8106842    0.0142091     24.945   115.444    EM
                                                    262.611
     8 -0.10872925D+04    9.6131260    0.0087639     22.566   120.910    EM
                                                    259.524
     9 -0.10817087D+04    5.5838644    0.0051356     21.108   125.707    EM
                                                    256.185
    10 -0.10784741D+04    3.2345376    0.0029902     20.237   129.945    EM
                                                    252.818
    11 -0.10765320D+04    1.9421308    0.0018008     19.733   133.698    EM
                                                    249.569
    12 -0.10752978D+04    1.2342382    0.0011465     19.457   137.030    EM
                                                    246.514
    13 -0.10744661D+04    0.8316451    0.0007734     19.319   140.003    EM
                                                    243.678


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 363


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13011219D+04    0.0000000    0.0000000     27.385   161.904    EM
                                                    213.711
     2 -0.12104709D+04   90.6509521    0.0696714      3.141   176.981    FS
                                                    222.878
     3 -0.11359778D+04   74.4931402    0.0615406      4.418   168.066    EM
                                                    230.516
     4 -0.11135709D+04   22.4068672    0.0197247      6.386   160.017    EM
                                                    236.597
     5 -0.10998141D+04   13.7567736    0.0123537      8.873   153.740    EM
                                                    240.387
     6 -0.10898479D+04    9.9662175    0.0090617     11.640   149.070    EM
                                                    242.290
     7 -0.10830159D+04    6.8320144    0.0062688     14.396   145.814    EM
                                                    242.789
     8 -0.10786410D+04    4.3749274    0.0040396     16.929   143.736    EM
                                                    242.335
     9 -0.10759919D+04    2.6490134    0.0024559     19.133   142.567    EM
                                                    241.300
    10 -0.10744410D+04    1.5509038    0.0014414     20.990   142.052    EM
                                                    239.959
    11 -0.10735388D+04    0.9022901    0.0008398     22.527   141.978    EM
                                                    238.495


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 364


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13013581D+04    0.0000000    0.0000000    216.753   174.250    EM
                                                     11.996
     2 -0.12990108D+04    2.3473036    0.0018037     22.069   380.931    FS
                                                      0.000
     3 -0.11665265D+04  132.4842950    0.1019886     43.366   359.634    EM
                                                      0.000
     4 -0.10980204D+04   68.5060738    0.0587265     60.963   342.037    EM
                                                      0.000
     5 -0.10802577D+04   17.7627215    0.0161770     72.033   330.967    EM
                                                      0.000
     6 -0.10754679D+04    4.7897492    0.0044339     78.445   324.555    EM
                                                      0.000
     7 -0.10739915D+04    1.4764009    0.0013728     81.916   321.084    EM
                                                      0.000
     8 -0.10733886D+04    0.6029412    0.0005614     83.807   319.193    EM
                                                      0.000


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 365


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17552811D+04    0.0000000    0.0000000      0.029   123.260    EM
                                                    279.711
     2 -0.17540169D+04    1.2641876    0.0007202      0.000   123.404    FS
                                                    279.596
     3 -0.15088732D+04  245.1437851    0.1397614      0.000   123.703    FS
                                                    279.297
     4 -0.14486237D+04   60.2494331    0.0399301      0.000   123.944    FS
                                                    279.056
     5 -0.13429949D+04  105.6288090    0.0729167      0.000   124.330    FS
                                                    278.670
     6 -0.12512578D+04   91.7370963    0.0683079      0.000   125.265    FS
                                                    277.735
     7 -0.11752048D+04   76.0530071    0.0607812      0.000   128.243    FS
                                                    274.757
     8 -0.11177345D+04   57.4702788    0.0489024      0.000   137.617    FS
                                                    265.383
     9 -0.10847299D+04   33.0046185    0.0295281      0.000   161.675    FS
                                                    241.325
    10 -0.10737900D+04   10.9399507    0.0100854      0.000   195.672    FS
                                                    207.328
    11 -0.10722706D+04    1.5193719    0.0014150      0.000   209.890    FS
                                                    193.110
    12 -0.10722012D+04    0.0693775    0.0000647      0.000   210.981    FS
                                                    192.019


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 366


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16356195D+04    0.0000000    0.0000000     39.662    90.096    EM
                                                    273.242
     2 -0.14261239D+04  209.4955705    0.1280833     44.323    85.606    FS
                                                    273.072
     3 -0.12247995D+04  201.3244499    0.1411690     40.439    85.349    EM
                                                    277.213
     4 -0.11492981D+04   75.5013905    0.0616439     48.182    79.708    EM
                                                    275.110
     5 -0.11103635D+04   38.9345498    0.0338768     58.474    72.918    EM
                                                    271.608
     6 -0.10901913D+04   20.1722169    0.0181672     68.474    67.323    EM
                                                    267.203
     7 -0.10805275D+04    9.6637834    0.0088643     76.806    63.551    EM
                                                    262.642
     8 -0.10761661D+04    4.3614689    0.0040364     83.147    61.347    EM
                                                    258.506
     9 -0.10742298D+04    1.9362460    0.0017992     87.743    60.220    EM
                                                    255.037
    10 -0.10733375D+04    0.8923334    0.0008307     91.012    59.756    EM
                                                    252.232


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 367


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16731332D+04    0.0000000    0.0000000      2.341   285.735    EM
                                                    114.924
     2 -0.15556188D+04  117.5143649    0.0702361      2.588   282.009    FS
                                                    118.403
     3 -0.11531972D+04  402.4216225    0.2586891      2.451   232.297    EM
                                                    168.252
     4 -0.11177083D+04   35.4888744    0.0307743      2.949   202.328    EM
                                                    197.723
     5 -0.11012870D+04   16.4213053    0.0146919      3.858   185.921    EM
                                                    213.221
     6 -0.10909783D+04   10.3087546    0.0093606      5.070   176.612    EM
                                                    221.317
     7 -0.10837572D+04    7.2210508    0.0066189      6.346   170.943    EM
                                                    225.711
     8 -0.10788497D+04    4.9075201    0.0045282      7.428   167.498    EM
                                                    228.074
     9 -0.10757026D+04    3.1470467    0.0029170      8.192   165.637    EM
                                                    229.171
    10 -0.10737702D+04    1.9324287    0.0017964      8.663   164.923    EM
                                                    229.415
    11 -0.10726090D+04    1.1612475    0.0010815      8.925   164.997    EM
                                                    229.079
    12 -0.10719102D+04    0.6988137    0.0006515      9.057   165.579    EM
                                                    228.365


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 368


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19796261D+04    0.0000000    0.0000000    113.215   112.142    EM
                                                    177.643
     2 -0.16768936D+04  302.7325035    0.1529241     50.235    76.817    FS
                                                    275.948
     3 -0.14422297D+04  234.6638929    0.1399396     34.445    94.213    FS
                                                    274.342
     4 -0.12679385D+04  174.2912063    0.1208484      5.316   121.232    FS
                                                    276.452
     5 -0.11865099D+04   81.4285610    0.0642212      0.000   126.514    FS
                                                    276.486
     6 -0.11179973D+04   68.5126263    0.0577430      0.000   130.797    EM
                                                    272.203
     7 -0.10951588D+04   22.8385048    0.0204280      0.000   139.432    FS
                                                    263.568
     8 -0.10770114D+04   18.1474501    0.0165706      0.000   163.287    FS
                                                    239.713
     9 -0.10727827D+04    4.2286607    0.0039263      0.000   192.192    FS
                                                    210.808
    10 -0.10722428D+04    0.5399181    0.0005033      0.000   207.472    FS
                                                    195.528


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 369


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12545625D+04    0.0000000    0.0000000    134.871     9.979    EM
                                                    258.149
     2 -0.11497441D+04  104.8183284    0.0835497    144.356     0.004    FS
                                                    258.641
     3 -0.10843818D+04   65.3623835    0.0568495    156.182     0.005    EM
                                                    246.813
     4 -0.10793510D+04    5.0307333    0.0046393    159.368     0.010    EM
                                                    243.622
     5 -0.10770954D+04    2.2555888    0.0020898    161.197     0.032    EM
                                                    241.771
     6 -0.10756726D+04    1.4228403    0.0013210    162.901     0.108    EM
                                                    239.990
     7 -0.10746264D+04    1.0461713    0.0009726    164.540     0.320    EM
                                                    238.140
     8 -0.10737401D+04    0.8862942    0.0008247    166.115     0.610    EM
                                                    236.275


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 370


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14456145D+04    0.0000000    0.0000000    124.115     7.600    EM
                                                    271.285
     2 -0.11180420D+04  327.5725092    0.2265974    125.295     6.696    EM
                                                    271.009
     3 -0.10958283D+04   22.2136445    0.0198683    128.363     7.417    EM
                                                    267.220
     4 -0.10863611D+04    9.4671800    0.0086393    131.394     8.623    EM
                                                    262.983
     5 -0.10812940D+04    5.0671856    0.0046644    134.185    10.020    EM
                                                    258.795
     6 -0.10784010D+04    2.8929136    0.0026754    136.684    11.459    EM
                                                    254.857
     7 -0.10766312D+04    1.7698207    0.0016412    138.884    12.870    EM
                                                    251.245
     8 -0.10754755D+04    1.1557064    0.0010734    140.800    14.225    EM
                                                    247.975
     9 -0.10746777D+04    0.7978102    0.0007418    142.455    15.515    EM
                                                    245.029


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 371


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22371734D+04    0.0000000    0.0000000    110.863     0.246    EM
                                                    291.891
     2 -0.17791745D+04  457.9988864    0.2047221    122.362     0.083    EM
                                                    280.555
     3 -0.12949304D+04  484.2441107    0.2721735    130.066     0.000    FS
                                                    272.934
     4 -0.11697312D+04  125.1992009    0.0966841    146.010     0.000    FS
                                                    256.990
     5 -0.11084373D+04   61.2938958    0.0524000    178.985     0.000    FS
                                                    224.015
     6 -0.10798549D+04   28.5823710    0.0257862    200.675     0.000    FS
                                                    202.325
     7 -0.10728210D+04    7.0338834    0.0065137    203.720     0.000    FS
                                                    199.280
     8 -0.10722353D+04    0.5857124    0.0005460    207.428     0.000    FS
                                                    195.572


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 372


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16616851D+04    0.0000000    0.0000000     62.244   100.675    EM
                                                    240.081
     2 -0.15178215D+04  143.8635668    0.0865769     22.074   130.003    FS
                                                    250.923
     3 -0.12301123D+04  287.7092200    0.1895541      9.394   165.059    EM
                                                    228.547
     4 -0.11253146D+04  104.7977057    0.0851936      4.524   176.436    EM
                                                    222.041
     5 -0.10847556D+04   40.5589348    0.0360423      2.728   179.394    EM
                                                    220.878
     6 -0.10750774D+04    9.6782187    0.0089220      2.092   180.145    EM
                                                    220.764
     7 -0.10733880D+04    1.6894486    0.0015715      1.945   180.505    EM
                                                    220.550
     8 -0.10726356D+04    0.7523980    0.0007010      2.051   180.833    EM
                                                    220.116


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 373


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13136181D+04    0.0000000    0.0000000      7.543   126.227    EM
                                                    269.231
     2 -0.12603275D+04   53.2905464    0.0405678      0.002   133.880    FS
                                                    269.117
     3 -0.11357754D+04  124.5521596    0.0988252      0.002   138.428    EM
                                                    264.570
     4 -0.11136343D+04   22.1410379    0.0194942      0.003   139.402    EM
                                                    263.595
     5 -0.10996210D+04   14.0132881    0.0125834      0.004   140.998    EM
                                                    261.998
     6 -0.10901052D+04    9.5158684    0.0086538      0.005   143.344    EM
                                                    259.650
     7 -0.10840765D+04    6.0286478    0.0055303      0.007   146.176    EM
                                                    256.817
     8 -0.10803960D+04    3.6804683    0.0033950      0.009   149.233    EM
                                                    253.758
     9 -0.10781402D+04    2.2558489    0.0020880      0.010   152.325    EM
                                                    250.665
    10 -0.10767077D+04    1.4325159    0.0013287      0.012   155.334    EM
                                                    247.655
    11 -0.10757505D+04    0.9572199    0.0008890      0.013   158.199    EM
                                                    244.788


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 374


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29033757D+04    0.0000000    0.0000000      3.598   120.662    EM
                                                    278.740
     2 -0.25071856D+04  396.1900712    0.1364584      3.672   120.596    FS
                                                    278.732
     3 -0.21228099D+04  384.3756705    0.1533096      4.151   120.118    FS
                                                    278.731
     4 -0.16886199D+04  434.1900550    0.2045355     57.853    66.636    FS
                                                    278.511
     5 -0.13885671D+04  300.0527842    0.1776911     55.442    69.124    FS
                                                    278.433
     6 -0.12476416D+04  140.9254944    0.1014899     39.958    93.269    FS
                                                    269.772
     7 -0.11992365D+04   48.4050919    0.0387973     36.881   106.446    FS
                                                    259.673
     8 -0.11298929D+04   69.3436285    0.0578231     33.878   131.637    FS
                                                    237.485
     9 -0.10917571D+04   38.1358167    0.0337517     54.911   137.959    FS
                                                    210.130
    10 -0.10779199D+04   13.8371942    0.0126742    125.191    89.561    FS
                                                    188.248
    11 -0.10733249D+04    4.5949458    0.0042628    113.913    64.117    FS
                                                    224.970
    12 -0.10721224D+04    1.2024781    0.0011203    204.088    23.693    FS
                                                    175.219
    13 -0.10717932D+04    0.3292497    0.0003071    205.271    23.621    EM
                                                    174.108


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 375


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12717452D+04    0.0000000    0.0000000     62.439   185.081    EM
                                                    155.480
     2 -0.11636779D+04  108.0672903    0.0849756     69.438   144.357    FS
                                                    189.205
     3 -0.11254309D+04   38.2470341    0.0328674     22.901   200.209    FS
                                                    179.890
     4 -0.10980393D+04   27.3915919    0.0243388     41.070   214.615    FS
                                                    147.315
     5 -0.10791519D+04   18.8873581    0.0172010     36.134   223.727    EM
                                                    143.139
     6 -0.10752348D+04    3.9171592    0.0036298     34.108   227.005    EM
                                                    141.888
     7 -0.10738378D+04    1.3969858    0.0012992     33.084   228.357    EM
                                                    141.560
     8 -0.10732374D+04    0.6004095    0.0005591     32.422   229.059    EM
                                                    141.519


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 376


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15103120D+04    0.0000000    0.0000000     80.909    58.594    EM
                                                    263.496
     2 -0.12497157D+04  260.5963829    0.1725447     47.764    84.295    EM
                                                    270.940
     3 -0.11806645D+04   69.0511827    0.0552535     25.448   107.051    EM
                                                    270.501
     4 -0.11367313D+04   43.9331906    0.0372106     13.627   120.587    EM
                                                    268.786
     5 -0.11095223D+04   27.2089558    0.0239361      8.150   128.487    EM
                                                    266.363
     6 -0.10937639D+04   15.7584630    0.0142029      5.711   133.982    EM
                                                    263.307
     7 -0.10850747D+04    8.6891395    0.0079443      4.658   138.489    EM
                                                    259.853
     8 -0.10803171D+04    4.7576107    0.0043846      4.266   142.462    EM
                                                    256.272
     9 -0.10775912D+04    2.7258710    0.0025232      4.212   146.025    EM
                                                    252.763
    10 -0.10759003D+04    1.6909020    0.0015691      4.339   149.226    EM
                                                    249.434
    11 -0.10747615D+04    1.1388207    0.0010585      4.561   152.111    EM
                                                    246.327
    12 -0.10739434D+04    0.8181278    0.0007612      4.826   154.728    EM
                                                    243.446


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 377


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14285409D+04    0.0000000    0.0000000    338.338    57.238    EM
                                                      7.425
     2 -0.13100965D+04  118.4443452    0.0829128    337.389    50.762    EM
                                                     14.849
     3 -0.12009258D+04  109.1706762    0.0833303    334.642    43.142    EM
                                                     25.217
     4 -0.11463684D+04   54.5574292    0.0454295    329.555    35.839    EM
                                                     37.607
     5 -0.11216797D+04   24.6886790    0.0215364    322.839    29.463    EM
                                                     50.698
     6 -0.11074458D+04   14.2339800    0.0126899    315.464    24.209    EM
                                                     63.328
     7 -0.10974578D+04    9.9879282    0.0090189    308.146    20.098    EM
                                                     74.756
     8 -0.10902002D+04    7.2576560    0.0066132    301.311    17.038    EM
                                                     84.651
     9 -0.10848681D+04    5.3320859    0.0048909    295.153    14.865    EM
                                                     92.982
    10 -0.10809591D+04    3.9089620    0.0036032    289.731    13.387    EM
                                                     99.882
    11 -0.10781145D+04    2.8446034    0.0026316    285.017    12.428    EM
                                                    105.555
    12 -0.10760482D+04    2.0663047    0.0019166    280.935    11.848    EM
                                                    110.217
    13 -0.10745401D+04    1.5081013    0.0014015    277.386    11.550    EM
                                                    114.064
    14 -0.10734306D+04    1.1095393    0.0010326    274.275    11.459    EM
                                                    117.266
    15 -0.10726079D+04    0.8226486    0.0007664    271.520    11.520    EM
                                                    119.960


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 378


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20072400D+04    0.0000000    0.0000000     77.202   160.587    EM
                                                    165.211
     2 -0.20007934D+04    6.4465958    0.0032117    220.226    63.356    FS
                                                    119.418
     3 -0.10966455D+04  904.1478878    0.4518947    232.903    64.433    EM
                                                    105.663
     4 -0.10813401D+04   15.3054198    0.0139566    241.839    61.681    EM
                                                     99.480
     5 -0.10775529D+04    3.7871887    0.0035023    246.857    59.132    EM
                                                     97.011
     6 -0.10761000D+04    1.4528487    0.0013483    249.626    56.914    EM
                                                     96.460
     7 -0.10753428D+04    0.7571854    0.0007036    251.055    55.040    EM
                                                     96.905


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 379


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21613902D+04    0.0000000    0.0000000      8.105   122.614    EM
                                                    272.280
     2 -0.17749688D+04  386.4214563    0.1787838      0.162   130.470    FS
                                                    272.369
     3 -0.11119209D+04  663.0478999    0.3735547      0.157   130.339    EM
                                                    272.503
     4 -0.10933533D+04   18.5675352    0.0166986      0.160   135.015    EM
                                                    267.826
     5 -0.10852601D+04    8.0932648    0.0074022      0.168   139.877    EM
                                                    262.956
     6 -0.10810998D+04    4.1602649    0.0038334      0.180   144.425    EM
                                                    258.395
     7 -0.10786776D+04    2.4221895    0.0022405      0.199   148.561    EM
                                                    254.240
     8 -0.10771324D+04    1.5452328    0.0014325      0.225   152.293    EM
                                                    250.482
     9 -0.10760782D+04    1.0541754    0.0009787      0.258   155.659    EM
                                                    247.082
    10 -0.10753212D+04    0.7569769    0.0007035      0.299   158.704    EM
                                                    243.997


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 380


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23627052D+04    0.0000000    0.0000000      0.000   179.658    EM
                                                    223.342
     2 -0.23359643D+04   26.7408948    0.0113179      0.000   183.424    FS
                                                    219.576
     3 -0.19512531D+04  384.7112586    0.1646906      0.000   169.299    FS
                                                    233.701
     4 -0.16638758D+04  287.3772498    0.1472783      0.000   180.332    FS
                                                    222.668
     5 -0.13953792D+04  268.4966260    0.1613682      0.000   142.043    FS
                                                    260.957
     6 -0.13147501D+04   80.6291084    0.0577829      0.000   144.157    FS
                                                    258.843
     7 -0.12389444D+04   75.8056556    0.0576578      0.000   161.972    FS
                                                    241.028
     8 -0.11844408D+04   54.5035624    0.0439919      0.000   185.262    FS
                                                    217.738
     9 -0.11356473D+04   48.7935828    0.0411955      0.000   213.867    FS
                                                    189.133
    10 -0.11064692D+04   29.1781113    0.0256929      0.000   243.071    FS
                                                    159.929
    11 -0.10875063D+04   18.9628862    0.0171382      0.000   218.549    FS
                                                    184.451
    12 -0.10779004D+04    9.6059025    0.0088330      0.000   213.210    FS
                                                    189.790
    13 -0.10738226D+04    4.0777628    0.0037831      0.000   211.699    FS
                                                    191.301
    14 -0.10725201D+04    1.3025109    0.0012130      0.000   213.035    FS
                                                    189.965
    15 -0.10722430D+04    0.2771349    0.0002584      0.000   213.060    FS
                                                    189.940


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 381


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20744680D+04    0.0000000    0.0000000    221.817    54.643    EM
                                                    126.540
     2 -0.17381149D+04  336.3530973    0.1621395    263.329    29.121    FS
                                                    110.550
     3 -0.14968241D+04  241.2907304    0.1388232    324.878    43.245    FS
                                                     34.877
     4 -0.13483199D+04  148.5042006    0.0992129    335.971    67.028    FS
                                                      0.001
     5 -0.10816923D+04  266.6276037    0.1977480    324.632    78.367    EM
                                                      0.001
     6 -0.10767115D+04    4.9808730    0.0046047    319.554    83.445    EM
                                                      0.001
     7 -0.10735033D+04    3.2081313    0.0029796    318.481    84.518    EM
                                                      0.001
     8 -0.10743201D+04   -0.8167521   -0.0007608    317.561    85.439    EM
                                                      0.001


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 382


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14982837D+04    0.0000000    0.0000000      9.435   129.681    EM
                                                    263.884
     2 -0.11983576D+04  299.9260518    0.2001798     20.258   121.104    FS
                                                    261.638
     3 -0.11338140D+04   64.5436032    0.0538601      0.046   144.899    FS
                                                    258.055
     4 -0.10912919D+04   42.5221643    0.0375037      0.000   182.308    FS
                                                    220.692
     5 -0.10751143D+04   16.1775874    0.0148243      0.000   210.877    FS
                                                    192.123
     6 -0.10724590D+04    2.6552836    0.0024698      0.000   213.668    FS
                                                    189.332
     7 -0.10722206D+04    0.2383841    0.0002223      0.000   212.532    FS
                                                    190.468


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 383


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12831448D+04    0.0000000    0.0000000      8.100   141.256    EM
                                                    253.644
     2 -0.12296434D+04   53.5013865    0.0416955      1.588   133.221    FS
                                                    268.190
     3 -0.11180440D+04  111.5994037    0.0907575      1.555   144.167    EM
                                                    257.278
     4 -0.11009135D+04   17.1305711    0.0153219      1.842   145.363    EM
                                                    255.795
     5 -0.10906035D+04   10.3099418    0.0093649      2.602   145.660    EM
                                                    254.738
     6 -0.10827179D+04    7.8856476    0.0072305      3.913   146.060    EM
                                                    253.027
     7 -0.10772257D+04    5.4921874    0.0050726      5.366   146.838    EM
                                                    250.796
     8 -0.10738915D+04    3.3342226    0.0030952      6.605   148.070    EM
                                                    248.325
     9 -0.10719062D+04    1.9852507    0.0018487      7.538   149.665    EM
                                                    245.797
    10 -0.10706737D+04    1.2325473    0.0011499      8.224   151.481    EM
                                                    243.296
    11 -0.10698615D+04    0.8121912    0.0007586      8.747   153.388    EM
                                                    240.865


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 384


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12665319D+04    0.0000000    0.0000000      2.577   149.211    EM
                                                    251.212
     2 -0.11365148D+04  130.0170826    0.1026560      3.772   147.916    FS
                                                    251.312
     3 -0.10817655D+04   54.7493009    0.0481730      2.900   154.917    EM
                                                    245.182
     4 -0.10738075D+04    7.9580091    0.0073565      2.655   157.916    EM
                                                    242.428
     5 -0.10728721D+04    0.9353701    0.0008711      2.493   160.399    EM
                                                    240.109


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 385


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12414638D+04    0.0000000    0.0000000     89.991    66.165    EM
                                                    246.844
     2 -0.11765457D+04   64.9181736    0.0522916    135.262    11.464    FS
                                                    256.274
     3 -0.10784496D+04   98.0960235    0.0833763    153.889    12.646    EM
                                                    236.465
     4 -0.10723135D+04    6.1361144    0.0056898    158.953    13.472    EM
                                                    230.575
     5 -0.10716937D+04    0.6197891    0.0005780    160.934    14.227    EM
                                                    227.839


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 386


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15510549D+04    0.0000000    0.0000000    125.626     0.142    EM
                                                    277.232
     2 -0.14092265D+04  141.8283823    0.0914400    124.678     0.036    EM
                                                    278.287
     3 -0.13354207D+04   73.8057662    0.0523732    124.913     0.017    EM
                                                    278.069
     4 -0.12595609D+04   75.8598072    0.0568059    125.522     0.013    EM
                                                    277.465
     5 -0.11931388D+04   66.4221400    0.0527344    126.788     0.013    EM
                                                    276.199
     6 -0.11445819D+04   48.5569060    0.0406968    128.985     0.015    EM
                                                    274.001
     7 -0.11141505D+04   30.4313795    0.0265873    132.132     0.018    EM
                                                    270.850
     8 -0.10969367D+04   17.2137396    0.0154501    135.942     0.023    EM
                                                    267.035
     9 -0.10875979D+04    9.3388770    0.0085136    140.031     0.031    EM
                                                    262.938
    10 -0.10824575D+04    5.1403882    0.0047264    144.094     0.047    EM
                                                    258.859
    11 -0.10794483D+04    3.0091774    0.0027799    147.929     0.102    EM
                                                    254.969
    12 -0.10773449D+04    2.1033537    0.0019485    151.264     0.392    EM
                                                    251.344
    13 -0.10748540D+04    2.4909277    0.0023121    153.712     1.275    EM
                                                    248.013
    14 -0.10727539D+04    2.1001252    0.0019539    156.120     1.897    EM
                                                    244.983
    15 -0.10717057D+04    1.0482273    0.0009771    158.423     2.435    EM
                                                    242.142
    16 -0.10707866D+04    0.9190381    0.0008575    160.493     3.025    EM
                                                    239.481


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 387


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15200001D+04    0.0000000    0.0000000    127.113     3.270    EM
                                                    272.618
     2 -0.15009670D+04   19.0330285    0.0125217    142.753     0.000    FS
                                                    260.247
     3 -0.14330699D+04   67.8971043    0.0452356    141.918     0.000    FS
                                                    261.082
     4 -0.13024796D+04  130.5902736    0.0911262    152.055     0.000    FS
                                                    250.945
     5 -0.12380599D+04   64.4197148    0.0494593    191.684     0.000    FS
                                                    211.316
     6 -0.11853305D+04   52.7294761    0.0425904    248.561     0.000    FS
                                                    154.439
     7 -0.11445681D+04   40.7623058    0.0343890    261.933     0.000    FS
                                                    141.067
     8 -0.11180132D+04   26.5549153    0.0232008    225.297     0.000    FS
                                                    177.703
     9 -0.10988234D+04   19.1898676    0.0171643    212.695     0.000    FS
                                                    190.305
    10 -0.10857380D+04   13.0853943    0.0119086    205.126     0.000    FS
                                                    197.874
    11 -0.10779059D+04    7.8320713    0.0072136    203.715     0.000    FS
                                                    199.285
    12 -0.10740392D+04    3.8666629    0.0035872    206.454     0.000    FS
                                                    196.546
    13 -0.10726013D+04    1.4379491    0.0013388    210.653     0.000    FS
                                                    192.347
    14 -0.10722565D+04    0.3447893    0.0003215    212.668     0.000    FS
                                                    190.332


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 388


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15014145D+04    0.0000000    0.0000000     48.971    84.698    EM
                                                    269.332
     2 -0.13630548D+04  138.3597196    0.0921529     31.991    94.728    FS
                                                    276.281
     3 -0.12136849D+04  149.3698360    0.1095846     26.871   101.188    EM
                                                    274.941
     4 -0.11597640D+04   53.9209264    0.0444274     22.502   106.951    EM
                                                    273.546
     5 -0.11258741D+04   33.8899534    0.0292214     19.443   112.346    EM
                                                    271.211
     6 -0.11041965D+04   21.6775793    0.0192540     17.417   117.537    EM
                                                    268.046
     7 -0.10913941D+04   12.8023828    0.0115943     16.142   122.513    EM
                                                    264.345
     8 -0.10841573D+04    7.2367792    0.0066308     15.383   127.175    EM
                                                    260.442
     9 -0.10800275D+04    4.1297842    0.0038092     14.963   131.444    EM
                                                    256.593
    10 -0.10775606D+04    2.4668980    0.0022841     14.752   135.298    EM
                                                    252.950
    11 -0.10760007D+04    1.5599751    0.0014477     14.662   138.761    EM
                                                    249.577
    12 -0.10749617D+04    1.0389575    0.0009656     14.636   141.878    EM
                                                    246.487
    13 -0.10742392D+04    0.7224604    0.0006721     14.638   144.698    EM
                                                    243.664


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 389


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11726926D+04    0.0000000    0.0000000    264.475   132.340    EM
                                                      6.185
     2 -0.11260689D+04   46.6236550    0.0397578    240.196   155.104    EM
                                                      7.701
     3 -0.11114291D+04   14.6397978    0.0130008    217.605   176.293    EM
                                                      9.102
     4 -0.11011162D+04   10.3129324    0.0092790    198.473   194.216    EM
                                                     10.310
     5 -0.10934320D+04    7.6842417    0.0069786    183.102   208.593    EM
                                                     11.305
     6 -0.10874944D+04    5.9375480    0.0054302    171.213   219.685    EM
                                                     12.102
     7 -0.10832043D+04    4.2900877    0.0039449    162.211   228.058    EM
                                                     12.731
     8 -0.10799063D+04    3.2980457    0.0030447    155.363   234.407    EM
                                                     13.230
     9 -0.10774282D+04    2.4780728    0.0022947    150.187   239.186    EM
                                                     13.627
    10 -0.10756059D+04    1.8222830    0.0016913    146.357   242.697    EM
                                                     13.945
    11 -0.10742642D+04    1.3416938    0.0012474    143.587   245.208    EM
                                                     14.204
    12 -0.10732864D+04    0.9778120    0.0009102    141.627   246.954    EM
                                                     14.418


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 390


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13077144D+04    0.0000000    0.0000000    121.041     8.770    EM
                                                    273.189
     2 -0.12884521D+04   19.2623196    0.0147298    130.471     0.002    FS
                                                    272.526
     3 -0.11196478D+04  168.8043255    0.1310133    138.046     0.002    EM
                                                    264.952
     4 -0.11038210D+04   15.8267397    0.0141355    140.167     0.002    EM
                                                    262.831
     5 -0.10928857D+04   10.9353388    0.0099068    142.407     0.002    EM
                                                    260.591
     6 -0.10858027D+04    7.0829911    0.0064810    145.136     0.002    EM
                                                    257.862
     7 -0.10814467D+04    4.3559909    0.0040118    148.156     0.002    EM
                                                    254.842
     8 -0.10787908D+04    2.6559194    0.0024559    151.263     0.002    EM
                                                    251.735
     9 -0.10771293D+04    1.6614887    0.0015401    154.317     0.002    EM
                                                    248.681
    10 -0.10760385D+04    1.0907370    0.0010126    157.240     0.002    EM
                                                    245.758
    11 -0.10752835D+04    0.7550095    0.0007017    159.998     0.002    EM
                                                    243.000


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 391


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12562189D+04    0.0000000    0.0000000      0.000   208.874    EM
                                                    194.126
     2 -0.12469357D+04    9.2832588    0.0073898      0.000   208.515    FS
                                                    194.485
     3 -0.11448398D+04  102.0958405    0.0818774      0.000   182.434    EM
                                                    220.566
     4 -0.11169294D+04   27.9104137    0.0243793      0.000   169.592    EM
                                                    233.408
     5 -0.11028032D+04   14.1261827    0.0126473      0.000   163.561    EM
                                                    239.439
     6 -0.10928542D+04    9.9490733    0.0090216      0.000   160.779    EM
                                                    242.221
     7 -0.10858751D+04    6.9790598    0.0063861      0.000   159.828    EM
                                                    243.172
     8 -0.10812236D+04    4.6514808    0.0042836      0.000   160.045    EM
                                                    242.955
     9 -0.10782692D+04    2.9543882    0.0027324      0.000   161.021    EM
                                                    241.979
    10 -0.10764479D+04    1.8213568    0.0016891      0.000   162.465    EM
                                                    240.535
    11 -0.10753281D+04    1.1197950    0.0010403      0.000   164.170    EM
                                                    238.830
    12 -0.10746215D+04    0.7065710    0.0006571      0.000   165.996    EM
                                                    237.004


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 392


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20780285D+04    0.0000000    0.0000000      2.997   104.039    EM
                                                    295.964
     2 -0.18827133D+04  195.3151433    0.0939906      4.218   102.923    FS
                                                    295.859
     3 -0.18289286D+04   53.7847020    0.0285677      0.046   111.674    FS
                                                    291.280
     4 -0.16790586D+04  149.8700738    0.0819442      0.000   123.397    FS
                                                    279.603
     5 -0.15541550D+04  124.9036061    0.0743891      0.000   123.815    FS
                                                    279.185
     6 -0.14337032D+04  120.4517067    0.0775030      0.000   124.035    FS
                                                    278.965
     7 -0.13190898D+04  114.6134021    0.0799422      0.000   124.303    FS
                                                    278.697
     8 -0.12178926D+04  101.1972026    0.0767174      0.000   124.972    FS
                                                    278.028
     9 -0.11420065D+04   75.8861228    0.0623094      0.000   127.077    FS
                                                    275.923
    10 -0.10991386D+04   42.8679523    0.0375374      0.000   133.440    FS
                                                    269.560
    11 -0.10815638D+04   17.5747291    0.0159895      0.000   147.798    FS
                                                    255.202
    12 -0.10751316D+04    6.4322295    0.0059472      0.000   168.762    FS
                                                    234.238
    13 -0.10728106D+04    2.3210304    0.0021588      0.000   190.208    FS
                                                    212.792
    14 -0.10722522D+04    0.5583427    0.0005204      0.000   205.804    FS
                                                    197.196


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 393


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15915827D+04    0.0000000    0.0000000      4.871   373.035    EM
                                                     25.094
     2 -0.13161885D+04  275.3942052    0.1730317      0.001   402.725    FS
                                                      0.274
     3 -0.11745292D+04  141.6592220    0.1076284      0.001   402.493    EM
                                                      0.506
     4 -0.11617688D+04   12.7603945    0.0108643      0.000   403.000    FS
                                                      0.000
     5 -0.11041494D+04   57.6194617    0.0495963      0.000   403.000    FS
                                                      0.000
     6 -0.10882677D+04   15.8816787    0.0143836      0.000   403.000    FS
                                                      0.000
     7 -0.10796117D+04    8.6560325    0.0079540      0.000   403.000    FS
                                                      0.000
     8 -0.10759142D+04    3.6974398    0.0034248      0.000   403.000    FS
                                                      0.000
     9 -0.10750518D+04    0.8623864    0.0008015      0.000   403.000    FS
                                                      0.000


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 394


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13300206D+04    0.0000000    0.0000000      9.137   178.040    EM
                                                    215.823
     2 -0.11553609D+04  174.6596435    0.1313210      9.555   148.489    EM
                                                    244.955
     3 -0.11166156D+04   38.7453403    0.0335353     10.259   140.020    EM
                                                    252.721
     4 -0.11010742D+04   15.5414083    0.0139183     11.247   137.352    EM
                                                    254.401
     5 -0.10911208D+04    9.9533952    0.0090397     12.354   136.675    EM
                                                    253.971
     6 -0.10844271D+04    6.6937217    0.0061347     13.500   137.004    EM
                                                    252.495
     7 -0.10801417D+04    4.2853457    0.0039517     14.657   137.914    EM
                                                    250.430
     8 -0.10774572D+04    2.6845404    0.0024854     15.819   139.116    EM
                                                    248.065
     9 -0.10757623D+04    1.6949149    0.0015731     16.982   140.428    EM
                                                    245.590
    10 -0.10746308D+04    1.1314245    0.0010517     18.158   141.709    EM
                                                    243.132
    11 -0.10738525D+04    0.7783507    0.0007243     19.338   142.908    EM
                                                    240.754


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 395


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19734924D+04    0.0000000    0.0000000     34.012   139.834    EM
                                                    229.154
     2 -0.16289478D+04  344.5446447    0.1745863     33.205   143.377    FS
                                                    226.418
     3 -0.13386406D+04  290.3072322    0.1782176     34.530   147.394    FS
                                                    221.076
     4 -0.12000024D+04  138.6381332    0.1035664     39.227   153.040    FS
                                                    210.734
     5 -0.11638246D+04   36.1777834    0.0301481     74.504   185.184    FS
                                                    143.312
     6 -0.11264387D+04   37.3859398    0.0321233     97.021   178.105    FS
                                                    127.873
     7 -0.10988668D+04   27.5718642    0.0244770    123.498   168.689    FS
                                                    110.813
     8 -0.10890074D+04    9.8594262    0.0089724    190.932   127.959    FS
                                                     84.110
     9 -0.10806424D+04    8.3650001    0.0076813    118.836   115.000    FS
                                                    169.164
    10 -0.10739803D+04    6.6621600    0.0061650    171.929    80.356    FS
                                                    150.715
    11 -0.10710696D+04    2.9106889    0.0027102    166.601   114.508    FS
                                                    121.891
    12 -0.10720875D+04   -1.0179777   -0.0009504    166.908   114.053    EM
                                                    122.040
    13 -0.10715445D+04    0.5430181    0.0005065    166.992   113.972    EM
                                                    122.036


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 396


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12383704D+04    0.0000000    0.0000000    164.068     5.071    EM
                                                    233.862
     2 -0.11394630D+04   98.9073641    0.0798690    159.567     4.351    EM
                                                    239.082
     3 -0.11173652D+04   22.0978074    0.0193932    155.169     4.133    EM
                                                    243.698
     4 -0.11035426D+04   13.8226043    0.0123707    152.344     4.055    EM
                                                    246.601
     5 -0.10933278D+04   10.2148311    0.0092564    151.031     4.092    EM
                                                    247.877
     6 -0.10860942D+04    7.2336364    0.0066162    150.894     4.242    EM
                                                    247.864
     7 -0.10812043D+04    4.8898594    0.0045022    151.550     4.521    EM
                                                    246.929
     8 -0.10780082D+04    3.1960672    0.0029560    152.682     4.923    EM
                                                    245.396
     9 -0.10759398D+04    2.0684680    0.0019188    154.047     5.437    EM
                                                    243.516
    10 -0.10745654D+04    1.3743090    0.0012773    155.476     6.046    EM
                                                    241.478
    11 -0.10736014D+04    0.9640449    0.0008971    156.900     6.705    EM
                                                    239.394


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 397


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19156632D+04    0.0000000    0.0000000    384.277     0.773    EM
                                                     17.950
     2 -0.16188685D+04  296.7947844    0.1549306    403.000     0.000    FS
                                                      0.000
     3 -0.13539395D+04  264.9290140    0.1636507    403.000     0.000    FS
                                                      0.000
     4 -0.13034236D+04   50.5158221    0.0373103    403.000     0.000    FS
                                                      0.000
     5 -0.12583787D+04   45.0448975    0.0345589    403.000     0.000    FS
                                                      0.000
     6 -0.12275825D+04   30.7962777    0.0244730    403.000     0.000    FS
                                                      0.000
     7 -0.11996318D+04   27.9506784    0.0227689    403.000     0.000    FS
                                                      0.000
     8 -0.11732434D+04   26.3883270    0.0219970    403.000     0.000    FS
                                                      0.000
     9 -0.11486366D+04   24.6068869    0.0209734    403.000     0.000    FS
                                                      0.000
    10 -0.11263818D+04   22.2547375    0.0193749    403.000     0.000    FS
                                                      0.000
    11 -0.11072858D+04   19.0960570    0.0169534    403.000     0.000    FS
                                                      0.000
    12 -0.10922943D+04   14.9914656    0.0135389    403.000     0.000    FS
                                                      0.000
    13 -0.10822071D+04   10.0871812    0.0092349    403.000     0.000    FS
                                                      0.000
    14 -0.10770178D+04    5.1893077    0.0047951    403.000     0.000    FS
                                                      0.000
    15 -0.10752885D+04    1.7293524    0.0016057    403.000     0.000    FS
                                                      0.000
    16 -0.10749643D+04    0.3241295    0.0003014    403.000     0.000    FS
                                                      0.000


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 398


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13942850D+04    0.0000000    0.0000000    110.145    76.942    EM
                                                    215.913
     2 -0.12995304D+04   94.7545415    0.0679592    164.874    89.836    FS
                                                    148.290
     3 -0.12234335D+04   76.0969179    0.0585572    225.519   106.402    FS
                                                     71.079
     4 -0.11514400D+04   71.9935639    0.0588455    246.053   106.982    FS
                                                     49.965
     5 -0.10865255D+04   64.9145026    0.0563768    234.566   121.435    EM
                                                     47.000
     6 -0.10786626D+04    7.8629112    0.0072367    227.815   129.252    EM
                                                     45.933
     7 -0.10761958D+04    2.4667235    0.0022868    223.291   134.091    EM
                                                     45.618
     8 -0.10748716D+04    1.3242360    0.0012305    220.173   137.194    EM
                                                     45.633
     9 -0.10740193D+04    0.8523302    0.0007930    217.967   139.236    EM
                                                     45.797


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 399


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14638892D+04    0.0000000    0.0000000    384.742    11.886    EM
                                                      6.372
     2 -0.13961139D+04   67.7753542    0.0462981    403.000     0.000    FS
                                                      0.000
     3 -0.10757145D+04  320.3993857    0.2294937    403.000     0.000    EM
                                                      0.000
     4 -0.10753456D+04    0.3689038    0.0003429    403.000     0.000    FS
                                                      0.000


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 400


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23498916D+04    0.0000000    0.0000000    112.707     1.945    EM
                                                    288.348
     2 -0.19907484D+04  359.1431149    0.1528339    116.477     0.028    FS
                                                    286.495
     3 -0.13570399D+04  633.7085830    0.3183268    123.895     0.154    EM
                                                    278.951
     4 -0.11224709D+04  234.5689135    0.1728534    127.766     0.669    EM
                                                    274.566
     5 -0.10986749D+04   23.7960898    0.0211997    129.720     2.678    EM
                                                    270.602
     6 -0.10864784D+04   12.1964263    0.0111010    130.917     5.145    EM
                                                    266.938
     7 -0.10793330D+04    7.1453800    0.0065766    132.942     6.936    EM
                                                    263.123
     8 -0.10758563D+04    3.4767371    0.0032212    135.482     7.947    EM
                                                    259.570
     9 -0.10742006D+04    1.6557038    0.0015390    137.975     8.551    EM
                                                    256.474
    10 -0.10733177D+04    0.8829144    0.0008219    140.249     8.944    EM
                                                    253.806


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 401


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14491377D+04    0.0000000    0.0000000      0.923   394.358    EM
                                                      7.719
     2 -0.11334486D+04  315.6891311    0.2178462      0.897   391.247    EM
                                                     10.857
     3 -0.11212663D+04   12.1823118    0.0107480      0.856   387.725    EM
                                                     14.419
     4 -0.11117796D+04    9.4867129    0.0084607      0.830   383.901    EM
                                                     18.269
     5 -0.11041204D+04    7.6591685    0.0068891      0.815   379.918    EM
                                                     22.267
     6 -0.10978871D+04    6.2333031    0.0056455      0.810   375.909    EM
                                                     26.282
     7 -0.10928050D+04    5.0820792    0.0046290      0.813   371.983    EM
                                                     30.204
     8 -0.10886752D+04    4.1298242    0.0037791      0.826   368.225    EM
                                                     33.950
     9 -0.10853431D+04    3.3320959    0.0030607      0.845   364.695    EM
                                                     37.460
    10 -0.10826805D+04    2.6625781    0.0024532      0.869   361.431    EM
                                                     40.701
    11 -0.10805765D+04    2.1040371    0.0019434      0.895   358.446    EM
                                                     43.659
    12 -0.10789334D+04    1.6430633    0.0015205      0.921   355.741    EM
                                                     46.338
    13 -0.10776657D+04    1.2677057    0.0011750      0.947   353.303    EM
                                                     48.750
    14 -0.10766991D+04    0.9666262    0.0008970      0.972   351.113    EM
                                                     50.916


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 402


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22840676D+04    0.0000000    0.0000000     30.408   238.791    EM
                                                    133.801
     2 -0.13257230D+04  958.3445599    0.4195780    313.618    85.718    FS
                                                      3.664
     3 -0.11558488D+04  169.8742029    0.1281370    331.511    67.982    EM
                                                      3.507
     4 -0.11052166D+04   50.6322024    0.0438052    342.793    56.595    EM
                                                      3.612
     5 -0.10885738D+04   16.6428484    0.0150584    347.130    52.200    EM
                                                      3.669
     6 -0.10814137D+04    7.1601159    0.0065775    348.935    50.336    EM
                                                      3.729
     7 -0.10784407D+04    2.9729417    0.0027491    349.254    49.963    EM
                                                      3.783
     8 -0.10770424D+04    1.3983521    0.0012966    348.935    50.234    EM
                                                      3.831
     9 -0.10762342D+04    0.8082017    0.0007504    348.406    50.720    EM
                                                      3.874


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 403


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.32920653D+04    0.0000000    0.0000000     42.231     2.856    EM
                                                    357.913
     2 -0.13115728D+04 1980.4925379    0.6015958    121.643     2.338    EM
                                                    279.019
     3 -0.12611575D+04   50.4152963    0.0384388    122.739     1.685    FS
                                                    278.576
     4 -0.11093294D+04  151.8281310    0.1203879    127.863     1.846    EM
                                                    273.291
     5 -0.10904691D+04   18.8602452    0.0170015    133.162     2.169    EM
                                                    267.669
     6 -0.10822735D+04    8.1955913    0.0075157    138.158     2.606    EM
                                                    262.236
     7 -0.10776774D+04    4.5960891    0.0042467    142.534     3.123    EM
                                                    257.343
     8 -0.10749620D+04    2.7154789    0.0025198    146.313     3.671    EM
                                                    253.017
     9 -0.10731754D+04    1.7865304    0.0016619    149.536     4.270    EM
                                                    249.195
    10 -0.10718071D+04    1.3683155    0.0012750    152.256     4.946    EM
                                                    245.799
    11 -0.10707031D+04    1.1040204    0.0010301    154.619     5.626    EM
                                                    242.755
    12 -0.10698882D+04    0.8149318    0.0007611    156.791     6.211    EM
                                                    239.998


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 404


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14249888D+04    0.0000000    0.0000000    147.676     3.629    EM
                                                    251.694
     2 -0.12782701D+04  146.7187391    0.1029613    153.335     0.000    FS
                                                    249.665
     3 -0.10757353D+04  202.5347276    0.1584444    169.341     0.000    EM
                                                    233.659
     4 -0.10734929D+04    2.2423929    0.0020845    174.741     0.000    EM
                                                    228.259
     5 -0.10731154D+04    0.3775293    0.0003517    177.423     0.000    EM
                                                    225.577


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 405


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13867110D+04    0.0000000    0.0000000     22.923   155.930    EM
                                                    224.147
     2 -0.11099509D+04  276.7600568    0.1995802     14.401   177.673    EM
                                                    210.925
     3 -0.11013323D+04    8.6186481    0.0077649      0.000   230.740    FS
                                                    172.260
     4 -0.10851983D+04   16.1340261    0.0146496      0.000   169.124    FS
                                                    233.876
     5 -0.10772493D+04    7.9489476    0.0073249      0.000   180.798    FS
                                                    222.202
     6 -0.10742258D+04    3.0235286    0.0028067      0.000   190.876    FS
                                                    212.124
     7 -0.10727548D+04    1.4709892    0.0013693      0.000   201.847    FS
                                                    201.153
     8 -0.10722847D+04    0.4701456    0.0004383      0.000   209.653    FS
                                                    193.347


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 406


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14409640D+04    0.0000000    0.0000000    259.984    10.412    EM
                                                    132.604
     2 -0.12479304D+04  193.0335759    0.1339614    208.491     6.340    EM
                                                    188.169
     3 -0.11606761D+04   87.2543401    0.0699192    178.011     4.497    EM
                                                    220.492
     4 -0.11248319D+04   35.8441202    0.0308821    164.169     3.558    EM
                                                    235.273
     5 -0.11078879D+04   16.9440938    0.0150637    158.110     3.010    EM
                                                    241.880
     6 -0.10963884D+04   11.4994391    0.0103796    155.520     2.664    EM
                                                    244.816
     7 -0.10881935D+04    8.1949302    0.0074745    154.768     2.452    EM
                                                    245.780
     8 -0.10826113D+04    5.5821989    0.0051298    155.135     2.355    EM
                                                    245.510
     9 -0.10790003D+04    3.6109448    0.0033354    156.213     2.338    EM
                                                    244.449
    10 -0.10765819D+04    2.4184227    0.0022414    157.597     2.488    EM
                                                    242.915
    11 -0.10747898D+04    1.7921420    0.0016647    159.150     2.684    EM
                                                    241.166
    12 -0.10747106D+04    0.0791866    0.0000737    161.095     2.632    EM
                                                    239.273


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 407


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17498416D+04    0.0000000    0.0000000    361.169    31.764    EM
                                                     10.067
     2 -0.17123269D+04   37.5147423    0.0214389    373.394    29.606    FS
                                                      0.000
     3 -0.15994502D+04  112.8766936    0.0659201    374.877    28.123    FS
                                                      0.000
     4 -0.14997501D+04   99.7001006    0.0623340    376.855    26.145    FS
                                                      0.000
     5 -0.14163746D+04   83.3755360    0.0555930    379.109    23.891    FS
                                                      0.000
     6 -0.13479247D+04   68.4499183    0.0483276    381.976    21.024    FS
                                                      0.000
     7 -0.12882420D+04   59.6826088    0.0442774    386.810    16.190    FS
                                                      0.000
     8 -0.12390043D+04   49.2377002    0.0382208    392.201    10.799    FS
                                                      0.000
     9 -0.11997450D+04   39.2593297    0.0316862    395.633     7.367    FS
                                                      0.000
    10 -0.11659547D+04   33.7903122    0.0281646    398.763     4.237    FS
                                                      0.000
    11 -0.11420124D+04   23.9423139    0.0205345    401.669     1.331    FS
                                                      0.000
    12 -0.11332998D+04    8.7125650    0.0076291    403.000     0.000    FS
                                                      0.000
    13 -0.11078064D+04   25.4934104    0.0224949    403.000     0.000    FS
                                                      0.000
    14 -0.10922836D+04   15.5228409    0.0140122    403.000     0.000    FS
                                                      0.000
    15 -0.10821799D+04   10.1036774    0.0092500    403.000     0.000    FS
                                                      0.000
    16 -0.10770041D+04    5.1758113    0.0047828    403.000     0.000    FS
                                                      0.000
    17 -0.10752849D+04    1.7191705    0.0015963    403.000     0.000    FS
                                                      0.000
    18 -0.10749639D+04    0.3209984    0.0002985    403.000     0.000    FS
                                                      0.000


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 408


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16862199D+04    0.0000000    0.0000000     22.797   300.144    EM
                                                     80.060
     2 -0.12069506D+04  479.2692677    0.2842270     13.407   262.651    EM
                                                    126.942
     3 -0.11600931D+04   46.8575073    0.0388231      9.285   228.318    EM
                                                    165.397
     4 -0.11323571D+04   27.7359454    0.0239084      7.286   204.300    EM
                                                    191.414
     5 -0.11145421D+04   17.8150721    0.0157327      6.192   189.429    EM
                                                    207.378
     6 -0.11025160D+04   12.0260501    0.0107901      5.659   180.549    EM
                                                    216.792
     7 -0.10929911D+04    9.5248663    0.0086392      5.364   175.049    EM
                                                    222.587
     8 -0.10859242D+04    7.0669830    0.0064657      5.195   171.668    EM
                                                    226.137
     9 -0.10809970D+04    4.9271772    0.0045373      5.126   169.750    EM
                                                    228.124
    10 -0.10777282D+04    3.2687723    0.0030238      5.132   168.867    EM
                                                    229.001
    11 -0.10756623D+04    2.0659238    0.0019169      5.193   168.710    EM
                                                    229.097
    12 -0.10743996D+04    1.2626397    0.0011738      5.295   169.045    EM
                                                    228.660
    13 -0.10736381D+04    0.7615050    0.0007088      5.433   169.692    EM
                                                    227.875


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 409


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.24453696D+04    0.0000000    0.0000000    108.729    23.732    EM
                                                    270.539
     2 -0.20756099D+04  369.7597403    0.1512081     72.828    59.024    FS
                                                    271.148
     3 -0.17139804D+04  361.6294963    0.1742281     60.245    71.760    FS
                                                    270.995
     4 -0.14777594D+04  236.2210134    0.1378201     26.950   108.307    FS
                                                    267.743
     5 -0.14029697D+04   74.7897279    0.0506102      3.087   135.206    FS
                                                    264.707
     6 -0.12850715D+04  117.8981830    0.0840347      8.634   121.934    EM
                                                    272.432
     7 -0.12202464D+04   64.8250375    0.0504447     27.530   102.861    EM
                                                    272.610
     8 -0.11548179D+04   65.4285076    0.0536191     52.555    82.293    EM
                                                    268.152
     9 -0.11121982D+04   42.6196798    0.0369060     72.673    66.983    EM
                                                    263.344
    10 -0.10895369D+04   22.6613121    0.0203752     87.565    56.182    EM
                                                    259.253
    11 -0.10792208D+04   10.3161624    0.0094684     97.505    49.646    EM
                                                    255.849
    12 -0.10750308D+04    4.1900053    0.0038824    103.635    46.117    EM
                                                    253.247
    13 -0.10733840D+04    1.6467445    0.0015318    107.289    44.369    EM
                                                    251.342
    14 -0.10727163D+04    0.6677299    0.0006221    109.468    43.599    EM
                                                    249.934


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 410


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12987620D+04    0.0000000    0.0000000     99.684    44.299    EM
                                                    259.018
     2 -0.11658755D+04  132.8865336    0.1023178    114.396    27.074    EM
                                                    261.530
     3 -0.11274195D+04   38.4559830    0.0329846    122.604    19.221    EM
                                                    261.175
     4 -0.11066560D+04   20.7635216    0.0184169    127.724    15.212    EM
                                                    260.065
     5 -0.10938936D+04   12.7623512    0.0115324    131.692    13.058    EM
                                                    258.250
     6 -0.10860673D+04    7.8263027    0.0071545    135.262    11.870    EM
                                                    255.868
     7 -0.10813573D+04    4.7100842    0.0043368    138.639    11.224    EM
                                                    253.138
     8 -0.10785002D+04    2.8570659    0.0026421    141.820    10.915    EM
                                                    250.265
     9 -0.10766714D+04    1.8288120    0.0016957    144.745    10.855    EM
                                                    247.400
    10 -0.10753756D+04    1.2957662    0.0012035    147.350    11.015    EM
                                                    244.635
    11 -0.10743415D+04    1.0341609    0.0009617    149.599    11.382    EM
                                                    242.019
    12 -0.10734558D+04    0.8856576    0.0008244    151.511    11.919    EM
                                                    239.570


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 411


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16529153D+04    0.0000000    0.0000000      1.730   160.069    EM
                                                    241.201
     2 -0.16052622D+04   47.6530356    0.0288297      0.004   163.373    FS
                                                    239.624
     3 -0.11117949D+04  493.4672863    0.3074060      0.004   138.218    EM
                                                    264.778
     4 -0.10934565D+04   18.3384379    0.0164944      0.004   138.966    EM
                                                    264.030
     5 -0.10858363D+04    7.6202408    0.0069689      0.004   142.364    EM
                                                    260.632
     6 -0.10814775D+04    4.3587867    0.0040142      0.004   146.056    EM
                                                    256.940
     7 -0.10788799D+04    2.5976004    0.0024019      0.004   149.659    EM
                                                    253.337
     8 -0.10772449D+04    1.6349255    0.0015154      0.004   153.063    EM
                                                    249.934
     9 -0.10761534D+04    1.0915506    0.0010133      0.004   156.233    EM
                                                    246.763
    10 -0.10753851D+04    0.7683437    0.0007140      0.004   159.168    EM
                                                    243.829


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 412


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15722442D+04    0.0000000    0.0000000     43.552    91.198    EM
                                                    268.249
     2 -0.13564874D+04  215.7567904    0.1372286      0.446   130.376    FS
                                                    272.179
     3 -0.10986874D+04  257.8000078    0.1900497      0.412   135.096    EM
                                                    267.492
     4 -0.10877111D+04   10.9762448    0.0099903      0.861   138.885    EM
                                                    263.255
     5 -0.10815710D+04    6.1401128    0.0056450      1.283   143.157    EM
                                                    258.560
     6 -0.10778107D+04    3.7602980    0.0034767      1.974   146.802    EM
                                                    254.225
     7 -0.10757399D+04    2.0708521    0.0019214      2.566   149.954    EM
                                                    250.480
     8 -0.10752192D+04    0.5206281    0.0004840      2.873   152.911    EM
                                                    247.215


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 413


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19427775D+04    0.0000000    0.0000000     54.252   261.801    EM
                                                     86.947
     2 -0.16711416D+04  271.6358809    0.1398183     36.235   275.003    FS
                                                     91.762
     3 -0.14136811D+04  257.4605669    0.1540627     19.607   169.659    FS
                                                    213.734
     4 -0.12554620D+04  158.2190637    0.1119199      2.621   162.034    FS
                                                    238.346
     5 -0.10932825D+04  162.1795481    0.1291792      2.049   165.432    EM
                                                    235.519
     6 -0.10854698D+04    7.8126888    0.0071461      1.811   165.357    EM
                                                    235.833
     7 -0.10805672D+04    4.9025241    0.0045165      1.747   165.053    EM
                                                    236.200
     8 -0.10774260D+04    3.1412614    0.0029070      1.783   165.222    EM
                                                    235.995
     9 -0.10754680D+04    1.9580222    0.0018173      1.889   165.861    EM
                                                    235.250
    10 -0.10742557D+04    1.2122765    0.0011272      2.051   166.822    EM
                                                    234.127
    11 -0.10734833D+04    0.7724236    0.0007190      2.266   167.958    EM
                                                    232.776


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 414


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12859372D+04    0.0000000    0.0000000     29.448   127.551    EM
                                                    246.001
     2 -0.11658901D+04  120.0471754    0.0933538     44.663    98.923    EM
                                                    259.414
     3 -0.11295724D+04   36.3176576    0.0311502     61.000    81.057    EM
                                                    260.942
     4 -0.11049865D+04   24.5859333    0.0217657     75.173    67.983    EM
                                                    259.845
     5 -0.10898072D+04   15.1792508    0.0137370     86.273    59.063    EM
                                                    257.664
     6 -0.10814237D+04    8.3834998    0.0076926     94.701    53.320    EM
                                                    254.979
     7 -0.10770619D+04    4.3617895    0.0040334    101.071    49.720    EM
                                                    252.209
     8 -0.10748229D+04    2.2389888    0.0020788    105.901    47.506    EM
                                                    249.593
     9 -0.10736534D+04    1.1694956    0.0010881    109.595    46.177    EM
                                                    247.228
    10 -0.10730176D+04    0.6357940    0.0005922    112.458    45.413    EM
                                                    245.129


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 415


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16285198D+04    0.0000000    0.0000000     89.453    34.623    EM
                                                    278.923
     2 -0.14091618D+04  219.3580283    0.1346978    109.611    14.453    FS
                                                    278.935
     3 -0.11355989D+04  273.5628698    0.1941316    118.757     9.004    EM
                                                    275.239
     4 -0.10963746D+04   39.2243255    0.0345406    125.379     7.271    EM
                                                    270.350
     5 -0.10843665D+04   12.0081644    0.0109526    130.550     7.257    EM
                                                    265.193
     6 -0.10794555D+04    4.9109925    0.0045289    134.622     7.810    EM
                                                    260.568
     7 -0.10769309D+04    2.5245657    0.0023387    137.921     8.414    EM
                                                    256.665
     8 -0.10753439D+04    1.5869989    0.0014736    140.618     8.998    EM
                                                    253.384
     9 -0.10742365D+04    1.1074341    0.0010298    142.919     9.504    EM
                                                    250.577
    10 -0.10734852D+04    0.7512920    0.0006994    144.933     9.932    EM
                                                    248.135


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 416


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.41270532D+04    0.0000000    0.0000000      0.000    95.093    EM
                                                    307.907
     2 -0.37266268D+04  400.4263280    0.0970248      0.000    95.201    FS
                                                    307.799
     3 -0.33312996D+04  395.3272388    0.1060818      0.000    95.155    FS
                                                    307.845
     4 -0.29488336D+04  382.4660292    0.1148099      0.000    95.155    FS
                                                    307.845
     5 -0.26009988D+04  347.8347761    0.1179567      0.000    95.154    FS
                                                    307.846
     6 -0.23417823D+04  259.2165077    0.0996604      0.000    95.154    FS
                                                    307.846
     7 -0.22559485D+04   85.8337375    0.0366532      0.000    95.154    FS
                                                    307.846
     8 -0.22554087D+04    0.5397957    0.0002393      0.000    95.154    FS
                                                    307.846
     9 -0.20578939D+04  197.5148895    0.0875739      0.000   104.859    FS
                                                    298.141
    10 -0.19527785D+04  105.1153924    0.0510791      0.000   115.044    FS
                                                    287.956
    11 -0.18312143D+04  121.5641517    0.0622519      0.000   120.682    FS
                                                    282.318
    12 -0.17137835D+04  117.4308521    0.0641273      0.000   122.767    FS
                                                    280.233
    13 -0.15998711D+04  113.9123708    0.0664684      0.000   123.560    FS
                                                    279.440
    14 -0.14902995D+04  109.5715725    0.0684878      0.000   123.899    FS
                                                    279.101
    15 -0.13864412D+04  103.8583430    0.0696896      0.000   124.140    FS
                                                    278.860
    16 -0.12904638D+04   95.9773491    0.0692257      0.000   124.545    FS
                                                    278.455
    17 -0.12064177D+04   84.0461287    0.0651286      0.000   125.622    FS
                                                    277.378
    18 -0.11405769D+04   65.8407955    0.0545755      0.000   128.836    FS
                                                    274.164
    19 -0.10985206D+04   42.0562697    0.0368728      0.000   138.082    FS
                                                    264.918
    20 -0.10790194D+04   19.5012164    0.0177523      0.000   159.244    FS
                                                    243.756


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 417


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.28327701D+04    0.0000000    0.0000000    148.512    11.570    EM
                                                    242.918
     2 -0.24558577D+04  376.9124187    0.1330544    147.202     3.150    FS
                                                    252.648
     3 -0.22353970D+04  220.4606615    0.0897693    145.197     0.000    FS
                                                    257.803
     4 -0.20982427D+04  137.1543261    0.0613557    146.883     0.000    FS
                                                    256.117
     5 -0.20939264D+04    4.3162833    0.0020571    145.554     0.000    FS
                                                    257.446
     6 -0.16868755D+04  407.0509557    0.1943960    153.641     0.000    FS
                                                    249.359
     7 -0.13341621D+04  352.7134073    0.2090927    143.924     0.000    FS
                                                    259.076
     8 -0.12076590D+04  126.5030609    0.0948184    138.206     0.000    FS
                                                    264.794
     9 -0.11634681D+04   44.1909065    0.0365922    140.118     0.000    EM
                                                    262.882
    10 -0.11391790D+04   24.2891060    0.0208765    139.318     0.000    EM
                                                    263.682
    11 -0.11192886D+04   19.8904208    0.0174603    139.360     0.000    EM
                                                    263.640
    12 -0.11038360D+04   15.4525578    0.0138057    140.527     0.000    EM
                                                    262.473
    13 -0.10929159D+04   10.9201475    0.0098929    142.596     0.000    EM
                                                    260.404
    14 -0.10858278D+04    7.0880928    0.0064855    145.265     0.000    EM
                                                    257.735
    15 -0.10814598D+04    4.3680329    0.0040228    148.249     0.000    EM
                                                    254.751
    16 -0.10787960D+04    2.6638006    0.0024632    151.331     0.000    EM
                                                    251.669
    17 -0.10771295D+04    1.6664981    0.0015448    154.368     0.000    EM
                                                    248.632
    18 -0.10760366D+04    1.0928282    0.0010146    157.280     0.000    EM
                                                    245.720
    19 -0.10752810D+04    0.7555919    0.0007022    160.030     0.000    EM
                                                    242.970


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 418


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12130599D+04    0.0000000    0.0000000    144.253    12.769    EM
                                                    245.978
     2 -0.11408070D+04   72.2529365    0.0595625    164.026    21.697    FS
                                                    217.276
     3 -0.11251301D+04   15.6768850    0.0137419    278.702     0.491    FS
                                                    123.807
     4 -0.11074437D+04   17.6863666    0.0157194    310.392     0.000    FS
                                                     92.608
     5 -0.10862854D+04   21.1582862    0.0191055    210.649     0.000    FS
                                                    192.351
     6 -0.10752892D+04   10.9962808    0.0101228    230.726     0.000    FS
                                                    172.274
     7 -0.10726452D+04    2.6439290    0.0024588    211.545     0.000    FS
                                                    191.455
     8 -0.10722430D+04    0.4022326    0.0003750    213.349     0.000    FS
                                                    189.651


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 419


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11500224D+04    0.0000000    0.0000000    153.648    40.582    EM
                                                    208.770
     2 -0.11072112D+04   42.8111935    0.0372264    168.303     2.674    FS
                                                    232.022
     3 -0.10750074D+04   32.2038662    0.0290856    167.958     3.908    EM
                                                    231.134
     4 -0.10722008D+04    2.8065435    0.0026107    168.271     4.773    EM
                                                    229.956
     5 -0.10716061D+04    0.5947552    0.0005547    169.049     5.203    EM
                                                    228.747


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 420


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26090550D+04    0.0000000    0.0000000      0.067   145.133    EM
                                                    257.800
     2 -0.12881548D+04 1320.9002611    0.5062754      0.043   124.828    EM
                                                    278.130
     3 -0.11763079D+04  111.8468801    0.0868272      0.022   126.334    EM
                                                    276.645
     4 -0.11243477D+04   51.9601680    0.0441723      0.012   129.486    EM
                                                    273.502
     5 -0.11003386D+04   24.0091404    0.0213538      0.011   133.659    EM
                                                    269.330
     6 -0.10889439D+04   11.3947124    0.0103556      0.019   138.178    EM
                                                    264.804
     7 -0.10831159D+04    5.8280047    0.0053520      0.051   142.590    EM
                                                    260.358
     8 -0.10797587D+04    3.3571666    0.0030995      0.191   146.612    EM
                                                    256.197
     9 -0.10772882D+04    2.4705133    0.0022880      0.658   149.928    EM
                                                    252.414
    10 -0.10751195D+04    2.1686540    0.0020131      1.251   152.636    EM
                                                    249.113
    11 -0.10738037D+04    1.3158407    0.0012239      1.546   155.201    EM
                                                    246.253
    12 -0.10730597D+04    0.7440108    0.0006929      1.658   157.699    EM
                                                    243.643


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 421


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15846475D+04    0.0000000    0.0000000     50.941    81.020    EM
                                                    271.039
     2 -0.13822429D+04  202.4045930    0.1277285     58.456    74.662    FS
                                                    269.882
     3 -0.12164383D+04  165.8045434    0.1199533     71.807    65.257    EM
                                                    265.936
     4 -0.11261958D+04   90.2425465    0.0741859     82.817    57.505    EM
                                                    262.678
     5 -0.10858553D+04   40.3405129    0.0358202     90.632    52.564    EM
                                                    259.804
     6 -0.10756171D+04   10.2381804    0.0094287     95.850    49.934    EM
                                                    257.216
     7 -0.10738216D+04    1.7954594    0.0016692     99.208    48.806    EM
                                                    254.987
     8 -0.10731644D+04    0.6571875    0.0006120    101.277    48.492    EM
                                                    253.232


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 422


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.25936215D+04    0.0000000    0.0000000      0.686   146.530    EM
                                                    255.785
     2 -0.22304945D+04  363.1270183    0.1400077      0.709   146.488    FS
                                                    255.803
     3 -0.19337886D+04  296.7058732    0.1330225      0.785   146.426    FS
                                                    255.789
     4 -0.17891246D+04  144.6640286    0.0748086      1.403   145.880    FS
                                                    255.716
     5 -0.15381543D+04  250.9702798    0.1402755      0.000   147.058    FS
                                                    255.942
     6 -0.12239177D+04  314.2365695    0.2042946      0.000   150.306    FS
                                                    252.694
     7 -0.11059982D+04  117.9194872    0.0963459      0.000   157.831    FS
                                                    245.169
     8 -0.10827132D+04   23.2850148    0.0210534      0.000   198.095    FS
                                                    204.905
     9 -0.10737040D+04    9.0092486    0.0083210      0.000   217.146    FS
                                                    185.854
    10 -0.10723610D+04    1.3430054    0.0012508      0.000   213.395    FS
                                                    189.605
    11 -0.10722127D+04    0.1483093    0.0001383      0.000   212.376    FS
                                                    190.624


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 423


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.25501227D+04    0.0000000    0.0000000    199.765    20.953    EM
                                                    182.283
     2 -0.23040736D+04  246.0491760    0.0964852    137.889    80.655    FS
                                                    184.456
     3 -0.19100675D+04  394.0060915    0.1710041     91.405   108.420    FS
                                                    203.176
     4 -0.16186312D+04  291.4363162    0.1525791     46.458   173.175    FS
                                                    183.367
     5 -0.13935023D+04  225.1288340    0.1390859      6.564   177.270    FS
                                                    219.166
     6 -0.12476575D+04  145.8448339    0.1046606      0.001   131.179    FS
                                                    271.820
     7 -0.11437181D+04  103.9393852    0.0833076      0.001   130.470    EM
                                                    272.529
     8 -0.11058321D+04   37.8860138    0.0331253      0.001   133.503    EM
                                                    269.496
     9 -0.10920338D+04   13.7983453    0.0124778      0.002   137.512    EM
                                                    265.486
    10 -0.10848903D+04    7.1434890    0.0065415      0.003   141.710    EM
                                                    261.287
    11 -0.10809250D+04    3.9652912    0.0036550      0.003   145.784    EM
                                                    257.213
    12 -0.10785662D+04    2.3587248    0.0021821      0.004   149.605    EM
                                                    253.391
    13 -0.10770601D+04    1.5061595    0.0013964      0.005   153.135    EM
                                                    249.860
    14 -0.10760368D+04    1.0233053    0.0009501      0.005   156.376    EM
                                                    246.618
    15 -0.10753059D+04    0.7308367    0.0006792      0.006   159.349    EM
                                                    243.645


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 424


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19057319D+04    0.0000000    0.0000000    380.587     7.193    EM
                                                     15.220
     2 -0.19056144D+04    0.1174546    0.0000616    369.013     0.000    FS
                                                     33.987


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 425


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.33344701D+04    0.0000000    0.0000000    154.776     2.107    EM
                                                    246.117
     2 -0.29722522D+04  362.2179135    0.1086283    134.651     0.000    FS
                                                    268.349
     3 -0.25717042D+04  400.5479622    0.1347624    140.199     0.000    FS
                                                    262.801
     4 -0.22031293D+04  368.5749507    0.1433193    139.752     0.000    FS
                                                    263.248
     5 -0.18991797D+04  303.9495963    0.1379627    144.071     0.000    FS
                                                    258.929
     6 -0.18114944D+04   87.6853035    0.0461701    143.110     0.000    FS
                                                    259.890
     7 -0.17643468D+04   47.1476318    0.0260269    124.842     0.000    FS
                                                    278.158
     8 -0.16369511D+04  127.3957088    0.0722056    128.755     0.000    FS
                                                    274.245
     9 -0.15669382D+04   70.0128087    0.0427703    138.124     0.000    FS
                                                    264.876
    10 -0.15198562D+04   47.0820792    0.0300472    158.717     0.000    FS
                                                    244.283
    11 -0.14833370D+04   36.5192022    0.0240281    179.034     0.000    FS
                                                    223.966
    12 -0.14513367D+04   32.0002358    0.0215731    181.476     0.000    FS
                                                    221.524
    13 -0.14201983D+04   31.1384477    0.0214550    175.537     0.000    FS
                                                    227.463
    14 -0.13895865D+04   30.6118166    0.0215546    170.479     0.000    FS
                                                    232.521
    15 -0.13594280D+04   30.1584397    0.0217032    166.523     0.000    FS
                                                    236.477
    16 -0.13297328D+04   29.6952238    0.0218439    163.367     0.000    FS
                                                    239.633
    17 -0.13005906D+04   29.1422123    0.0219158    160.794     0.000    FS
                                                    242.206
    18 -0.12721707D+04   28.4198501    0.0218515    158.657     0.000    FS
                                                    244.343
    19 -0.12447313D+04   27.4394022    0.0215690    156.855     0.000    FS
                                                    246.145
    20 -0.12186289D+04   26.1024242    0.0209703    155.323     0.000    FS
                                                    247.677


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 426


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14326181D+04    0.0000000    0.0000000    330.232    37.251    EM
                                                     35.517
     2 -0.13027662D+04  129.8519124    0.0906396    306.011    22.614    EM
                                                     74.374
     3 -0.12347740D+04   67.9921824    0.0521906    261.549    15.751    EM
                                                    125.700
     4 -0.11787805D+04   55.9935684    0.0453472    220.980    13.198    EM
                                                    168.821
     5 -0.11485314D+04   30.2490124    0.0256613    191.818    12.925    EM
                                                    198.257
     6 -0.11275851D+04   20.9463225    0.0182375    173.084    13.898    EM
                                                    216.018
     7 -0.11112150D+04   16.3700990    0.0145178    161.073    15.649    EM
                                                    226.278
     8 -0.10987091D+04   12.5058729    0.0112542    152.844    17.897    EM
                                                    232.258
     9 -0.10895130D+04    9.1961189    0.0083699    146.970    20.365    EM
                                                    235.666
    10 -0.10830368D+04    6.4762463    0.0059442    142.775    22.845    EM
                                                    237.380
    11 -0.10786914D+04    4.3453990    0.0040122    139.868    25.195    EM
                                                    237.937
    12 -0.10759094D+04    2.7819761    0.0025790    137.957    27.324    EM
                                                    237.719
    13 -0.10741897D+04    1.7197171    0.0015984    136.802    29.191    EM
                                                    237.007
    14 -0.10731464D+04    1.0432735    0.0009712    136.206    30.790    EM
                                                    236.003
    15 -0.10725125D+04    0.6338982    0.0005907    136.012    32.144    EM
                                                    234.844


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 427


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15199513D+04    0.0000000    0.0000000      0.298   135.850    EM
                                                    266.853
     2 -0.14001953D+04  119.7559203    0.0787893      0.289   135.422    FS
                                                    267.289
     3 -0.13253224D+04   74.8729443    0.0534732      0.000   135.878    FS
                                                    267.122
     4 -0.12072664D+04  118.0559642    0.0890772      0.000   128.846    EM
                                                    274.154
     5 -0.11977041D+04    9.5622844    0.0079206      0.000   128.688    FS
                                                    274.312
     6 -0.11165941D+04   81.1100316    0.0677213      0.000   136.634    FS
                                                    266.366
     7 -0.10828698D+04   33.7243207    0.0302028      0.000   158.288    FS
                                                    244.712
     8 -0.10736475D+04    9.2222557    0.0085165      0.000   186.742    FS
                                                    216.258
     9 -0.10722913D+04    1.3562440    0.0012632      0.000   206.170    FS
                                                    196.830
    10 -0.10722054D+04    0.0858844    0.0000801      0.000   209.646    FS
                                                    193.354


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 428


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26041861D+04    0.0000000    0.0000000     78.819    33.246    EM
                                                    290.934
     2 -0.23137643D+04  290.4217867    0.1115211     88.705    24.286    FS
                                                    290.009
     3 -0.21577339D+04  156.0303520    0.0674357    103.789     9.526    FS
                                                    289.685
     4 -0.21215220D+04   36.2119539    0.0167824     38.541    78.636    FS
                                                    285.823
     5 -0.19914537D+04  130.0682795    0.0613089     30.684    89.211    FS
                                                    283.105
     6 -0.18731015D+04  118.3522438    0.0594301     29.457    92.039    FS
                                                    281.504
     7 -0.17638492D+04  109.2522449    0.0583269     30.741    91.959    FS
                                                    280.300
     8 -0.16503094D+04  113.5398216    0.0643705     26.469    97.151    FS
                                                    279.380
     9 -0.15432556D+04  107.0538240    0.0648689     30.400    94.004    FS
                                                    278.596
    10 -0.14432901D+04   99.9654980    0.0647757     32.328    93.579    FS
                                                    277.093
    11 -0.13510798D+04   92.2102916    0.0638890     36.824    93.707    FS
                                                    272.470
    12 -0.12697883D+04   81.2914613    0.0601678     36.346   106.132    FS
                                                    260.522
    13 -0.12055948D+04   64.1935392    0.0505545     34.934   139.573    FS
                                                    228.493
    14 -0.11629007D+04   42.6940900    0.0354133     28.254   186.051    FS
                                                    188.696
    15 -0.11311046D+04   31.7960434    0.0273420     22.765   204.019    FS
                                                    176.216
    16 -0.11078060D+04   23.2986503    0.0205981     21.498   193.855    FS
                                                    187.647
    17 -0.10922445D+04   15.5615265    0.0140472     18.045   187.303    FS
                                                    197.651
    18 -0.10853478D+04    6.8966857    0.0063142      8.608   189.919    FS
                                                    204.473
    19 -0.10757531D+04    9.5946903    0.0088402     10.738   189.249    EM
                                                    203.014
    20 -0.10734684D+04    2.2847134    0.0021238     11.593   188.365    EM
                                                    203.041


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 429


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14741749D+04    0.0000000    0.0000000     65.963    98.982    EM
                                                    238.056
     2 -0.12870993D+04  187.0756218    0.1269019     18.863   149.990    FS
                                                    234.147
     3 -0.10945551D+04  192.5441501    0.1495954     24.337   159.042    EM
                                                    219.620
     4 -0.10845411D+04   10.0140376    0.0091490     27.242   158.874    EM
                                                    216.884
     5 -0.10795015D+04    5.0395968    0.0046468     29.107   156.284    EM
                                                    217.609
     6 -0.10764610D+04    3.0405039    0.0028166     30.610   153.592    EM
                                                    218.799
     7 -0.10742996D+04    2.1614172    0.0020079     31.832   151.448    EM
                                                    219.720
     8 -0.10729196D+04    1.3800018    0.0012846     32.876   149.979    EM
                                                    220.145
     9 -0.10720859D+04    0.8336800    0.0007770     33.819   149.024    EM
                                                    220.157


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 430


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14598012D+04    0.0000000    0.0000000      0.015   165.662    EM
                                                    237.322
     2 -0.14395472D+04   20.2539555    0.0138745      0.000   164.647    FS
                                                    238.353
     3 -0.13560888D+04   83.4583994    0.0579755      0.000   182.897    FS
                                                    220.103
     4 -0.12391659D+04  116.9229153    0.0862207      0.000   140.117    FS
                                                    262.883
     5 -0.11769286D+04   62.2373171    0.0502252      0.000   147.635    FS
                                                    255.365
     6 -0.11389767D+04   37.9519015    0.0322466      0.000   149.789    FS
                                                    253.211
     7 -0.11159281D+04   23.0486430    0.0202363      0.000   149.138    FS
                                                    253.862
     8 -0.11026490D+04   13.2790908    0.0118996      0.000   150.048    FS
                                                    252.952
     9 -0.10936249D+04    9.0240767    0.0081840      0.000   153.584    FS
                                                    249.416
    10 -0.10862827D+04    7.3422243    0.0067137      0.000   159.582    FS
                                                    243.418
    11 -0.10803377D+04    5.9450071    0.0054728      0.000   167.974    FS
                                                    235.026
    12 -0.10760013D+04    4.3363805    0.0040139      0.000   178.942    FS
                                                    224.058
    13 -0.10734412D+04    2.5601015    0.0023793      0.000   192.063    FS
                                                    210.937
    14 -0.10724265D+04    1.0146485    0.0009452      0.000   204.503    FS
                                                    198.497
    15 -0.10722210D+04    0.2055712    0.0001917      0.000   211.069    FS
                                                    191.931


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 431


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20379775D+04    0.0000000    0.0000000     58.443    72.306    EM
                                                    272.252
     2 -0.17153352D+04  322.6423491    0.1583150     57.836    72.449    FS
                                                    272.714
     3 -0.15278111D+04  187.5240218    0.1093221     45.886    81.737    FS
                                                    275.377
     4 -0.12630299D+04  264.7812992    0.1733076     20.945   107.364    EM
                                                    274.691
     5 -0.12117760D+04   51.2538296    0.0405801      0.010   131.759    FS
                                                    271.231
     6 -0.11257819D+04   85.9940854    0.0709653      0.011   136.714    EM
                                                    266.276
     7 -0.10960083D+04   29.7735923    0.0264470      0.014   139.569    EM
                                                    263.417
     8 -0.10862167D+04    9.7915981    0.0089339      0.021   142.817    EM
                                                    260.163
     9 -0.10816592D+04    4.5575114    0.0041958      0.029   146.312    EM
                                                    256.659
    10 -0.10789717D+04    2.6875146    0.0024846      0.040   149.786    EM
                                                    253.173
    11 -0.10772876D+04    1.6841079    0.0015608      0.053   153.106    EM
                                                    249.842
    12 -0.10761706D+04    1.1169940    0.0010369      0.066   156.218    EM
                                                    246.716
    13 -0.10753889D+04    0.7817317    0.0007264      0.082   159.110    EM
                                                    243.808


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 432


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14529252D+04    0.0000000    0.0000000      9.150   122.656    EM
                                                    271.195
     2 -0.13924572D+04   60.4680369    0.0416181      0.822   130.488    FS
                                                    271.690
     3 -0.11888717D+04  203.5854756    0.1462059      1.086   129.504    EM
                                                    272.410
     4 -0.11550694D+04   33.8023049    0.0284323      1.233   130.058    EM
                                                    271.709
     5 -0.11270917D+04   27.9777182    0.0242217      1.411   131.577    EM
                                                    270.012
     6 -0.11066772D+04   20.4144591    0.0181125      1.730   133.814    EM
                                                    267.456
     7 -0.10932319D+04   13.4453351    0.0121493      2.317   136.415    EM
                                                    264.268
     8 -0.10845107D+04    8.7211450    0.0079774      3.289   138.955    EM
                                                    260.755
     9 -0.10786072D+04    5.9035077    0.0054435      4.330   141.481    EM
                                                    257.189
    10 -0.10749881D+04    3.6191046    0.0033553      5.056   144.244    EM
                                                    253.701
    11 -0.10728932D+04    2.0949226    0.0019488      5.572   147.090    EM
                                                    250.338
    12 -0.10715649D+04    1.3283029    0.0012381      6.003   149.842    EM
                                                    247.155
    13 -0.10706396D+04    0.9252698    0.0008635      6.392   152.429    EM
                                                    244.180


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 433


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12615593D+04    0.0000000    0.0000000    134.664    26.865    EM
                                                    241.471
     2 -0.11436036D+04  117.9557076    0.0934999    137.932     6.704    FS
                                                    258.364
     3 -0.10945497D+04   49.0538773    0.0428941    139.693     9.174    EM
                                                    254.132
     4 -0.10858745D+04    8.6752384    0.0079259    138.974    11.390    EM
                                                    252.637
     5 -0.10807458D+04    5.1286410    0.0047231    138.461    13.595    EM
                                                    250.944
     6 -0.10775260D+04    3.2198440    0.0029793    138.342    15.746    EM
                                                    248.912
     7 -0.10755394D+04    1.9866419    0.0018437    138.513    17.769    EM
                                                    246.718
     8 -0.10743047D+04    1.2346879    0.0011480    138.869    19.611    EM
                                                    244.520
     9 -0.10735175D+04    0.7872076    0.0007328    139.339    21.249    EM
                                                    242.412


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 434


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13978600D+04    0.0000000    0.0000000     54.826    89.609    EM
                                                    258.566
     2 -0.10898492D+04  308.0108698    0.2203446     50.731   106.712    EM
                                                    245.557
     3 -0.10812442D+04    8.6049481    0.0078955     45.002   115.408    EM
                                                    242.591
     4 -0.10777763D+04    3.4679310    0.0032074     40.537   121.286    EM
                                                    241.177
     5 -0.10751022D+04    2.6740623    0.0024811     37.578   125.583    EM
                                                    239.839
     6 -0.10744698D+04    0.6324142    0.0005882     35.527   129.121    EM
                                                    238.352


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 435


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20487065D+04    0.0000000    0.0000000      1.521   122.267    EM
                                                    279.212
     2 -0.18905192D+04  158.1873452    0.0772133      1.409   122.417    FS
                                                    279.174
     3 -0.18111865D+04   79.3326609    0.0419634      0.000   123.870    FS
                                                    279.130
     4 -0.17144120D+04   96.7745209    0.0534316      0.000   124.247    FS
                                                    278.753
     5 -0.15471334D+04  167.2786564    0.0975720      0.000   125.238    FS
                                                    277.762
     6 -0.14730936D+04   74.0397701    0.0478561      0.000   127.510    FS
                                                    275.490
     7 -0.13805525D+04   92.5410730    0.0628209      0.000   135.215    FS
                                                    267.785
     8 -0.13024866D+04   78.0658742    0.0565468      0.000   158.408    FS
                                                    244.592
     9 -0.12415744D+04   60.9122671    0.0467661      0.000   209.051    FS
                                                    193.949
    10 -0.11943933D+04   47.1810749    0.0380010      0.000   256.267    FS
                                                    146.733
    11 -0.11587130D+04   35.6803533    0.0298732      0.000   245.644    FS
                                                    157.356
    12 -0.11322225D+04   26.4904839    0.0228620      0.000   215.619    FS
                                                    187.381
    13 -0.11109084D+04   21.3140732    0.0188250      0.000   204.209    FS
                                                    198.791
    14 -0.10948042D+04   16.1041730    0.0144964      0.000   197.225    FS
                                                    205.775
    15 -0.10837923D+04   11.0119624    0.0100584      0.000   195.164    FS
                                                    207.836
    16 -0.10771785D+04    6.6137802    0.0061024      0.000   197.300    FS
                                                    205.700
    17 -0.10738243D+04    3.3542096    0.0031139      0.000   202.842    FS
                                                    200.158
    18 -0.10725466D+04    1.2776232    0.0011898      0.000   209.155    FS
                                                    193.845
    19 -0.10722461D+04    0.3005775    0.0002802      0.000   212.281    FS
                                                    190.719


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 436


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17107334D+04    0.0000000    0.0000000      0.000   126.033    EM
                                                    276.967
     2 -0.16070265D+04  103.7069065    0.0606213      0.000   126.020    FS
                                                    276.979
     3 -0.16056181D+04    1.4083526    0.0008764      0.000   126.050    FS
                                                    276.950
     4 -0.13982979D+04  207.3202581    0.1291218      0.000   124.094    EM
                                                    278.906
     5 -0.13685891D+04   29.7087731    0.0212464      0.000   124.005    FS
                                                    278.995
     6 -0.12709356D+04   97.6535332    0.0713534      0.000   124.234    FS
                                                    278.766
     7 -0.11880982D+04   82.8373836    0.0651783      0.000   124.874    FS
                                                    278.126
     8 -0.11322770D+04   55.8211433    0.0469836      0.000   127.064    FS
                                                    275.936
     9 -0.10981298D+04   34.1472880    0.0301581      0.000   133.903    FS
                                                    269.097
    10 -0.10799601D+04   18.1696649    0.0165460      0.000   151.365    FS
                                                    251.635
    11 -0.10735519D+04    6.4082227    0.0059338      0.000   180.656    FS
                                                    222.344
    12 -0.10723247D+04    1.2271887    0.0011431      0.000   203.556    FS
                                                    199.444
    13 -0.10722079D+04    0.1167420    0.0001089      0.000   209.612    FS
                                                    193.388


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 437


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15201258D+04    0.0000000    0.0000000    126.329     0.329    EM
                                                    276.342
     2 -0.15072276D+04   12.8981887    0.0084849    126.698     0.000    FS
                                                    276.302
     3 -0.12302229D+04  277.0046644    0.1837842    128.726     0.000    EM
                                                    274.274
     4 -0.11895584D+04   40.6644574    0.0330545    129.202     0.000    EM
                                                    273.798
     5 -0.11529501D+04   36.6083863    0.0307748    130.447     0.000    EM
                                                    272.553
     6 -0.11240460D+04   28.9040861    0.0250697    132.583     0.000    EM
                                                    270.417
     7 -0.11042879D+04   19.7580862    0.0175776    135.517     0.000    EM
                                                    267.483
     8 -0.10921669D+04   12.1209722    0.0109763    139.000     0.000    EM
                                                    264.000
     9 -0.10851350D+04    7.0319441    0.0064385    142.732     0.000    EM
                                                    260.268
    10 -0.10810686D+04    4.0663465    0.0037473    146.471     0.000    EM
                                                    256.529
    11 -0.10786301D+04    2.4384739    0.0022556    150.070     0.000    EM
                                                    252.930
    12 -0.10770833D+04    1.5468838    0.0014341    153.454     0.000    EM
                                                    249.546
    13 -0.10760425D+04    1.0407294    0.0009662    156.600     0.000    EM
                                                    246.400
    14 -0.10753052D+04    0.7373091    0.0006852    159.509     0.000    EM
                                                    243.491


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 438


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14683841D+04    0.0000000    0.0000000     40.164    88.896    EM
                                                    273.940
     2 -0.11925772D+04  275.8069207    0.1878302     59.805    66.025    EM
                                                    277.170
     3 -0.11901554D+04    2.4217610    0.0020307    106.241    19.335    FS
                                                    277.424
     4 -0.11129380D+04   77.2173969    0.0648801    104.713    25.646    EM
                                                    272.641
     5 -0.10924834D+04   20.4546043    0.0183789    105.914    29.835    EM
                                                    267.251
     6 -0.10844845D+04    7.9989484    0.0073218    107.984    32.973    EM
                                                    262.043
     7 -0.10805034D+04    3.9811078    0.0036710    110.210    35.482    EM
                                                    257.308
     8 -0.10781877D+04    2.3156960    0.0021432    112.348    37.575    EM
                                                    253.078
     9 -0.10766867D+04    1.5009600    0.0013921    114.315    39.378    EM
                                                    249.307
    10 -0.10756296D+04    1.0571007    0.0009818    116.092    40.975    EM
                                                    245.933
    11 -0.10748293D+04    0.8002885    0.0007440    117.680    42.423    EM
                                                    242.897


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 439


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21643646D+04    0.0000000    0.0000000     41.621    96.274    EM
                                                    265.105
     2 -0.18213098D+04  343.0548178    0.1585014     42.564    93.351    FS
                                                    267.085
     3 -0.15477291D+04  273.5806961    0.1502110     46.471    90.972    FS
                                                    265.557
     4 -0.14533297D+04   94.3993444    0.0609922     32.814   105.408    FS
                                                    264.779
     5 -0.13926207D+04   60.7090014    0.0417724     45.423   117.111    FS
                                                    240.467
     6 -0.13459947D+04   46.6259813    0.0334807     18.240   131.883    FS
                                                    252.877
     7 -0.13076259D+04   38.3688244    0.0285059     14.636   149.594    FS
                                                    238.771
     8 -0.12764199D+04   31.2059916    0.0238646     12.486   157.581    FS
                                                    232.933
     9 -0.12469490D+04   29.4709719    0.0230888     20.746   151.078    FS
                                                    231.177
    10 -0.12174928D+04   29.4561994    0.0236226     14.593   151.183    FS
                                                    237.224
    11 -0.11908244D+04   26.6683627    0.0219043     11.234   154.999    FS
                                                    236.767
    12 -0.11660497D+04   24.7746590    0.0208046     11.013   155.903    FS
                                                    236.083
    13 -0.11428084D+04   23.2413764    0.0199317      9.533   158.095    FS
                                                    235.372
    14 -0.11229207D+04   19.8876112    0.0174024      8.321   161.489    FS
                                                    233.190
    15 -0.11065890D+04   16.3317228    0.0145440      7.984   164.809    FS
                                                    230.207
    16 -0.10928993D+04   13.6897710    0.0123711      6.349   170.300    FS
                                                    226.351
    17 -0.10842691D+04    8.6302016    0.0078966      8.100   171.276    FS
                                                    223.624
    18 -0.10786465D+04    5.6225782    0.0051856      3.032   169.186    FS
                                                    230.782
    19 -0.10736954D+04    4.9510665    0.0045901      3.991   170.776    EM
                                                    228.233
    20 -0.10722007D+04    1.4947307    0.0013921      4.781   171.981    EM
                                                    226.238


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 440


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15567003D+04    0.0000000    0.0000000    328.485    70.864    EM
                                                      3.651
     2 -0.11418753D+04  414.8249354    0.2664771    288.656   111.276    EM
                                                      3.068
     3 -0.10933412D+04   48.5341095    0.0425039    270.019   130.030    EM
                                                      2.952
     4 -0.10821271D+04   11.2141421    0.0102568    260.224   139.833    EM
                                                      2.943
     5 -0.10778069D+04    4.3202262    0.0039923    254.434   145.603    EM
                                                      2.963
     6 -0.10757399D+04    2.0669389    0.0019177    250.653   149.359    EM
                                                      2.988
     7 -0.10746264D+04    1.1135573    0.0010352    248.002   151.984    EM
                                                      3.014
     8 -0.10739691D+04    0.6572907    0.0006116    246.060   153.904    EM
                                                      3.036


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 441


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17533787D+04    0.0000000    0.0000000    115.453     9.625    EM
                                                    277.922
     2 -0.15529149D+04  200.4638020    0.1143300    106.057    19.819    FS
                                                    277.124
     3 -0.14478419D+04  105.0730217    0.0676618     80.167    46.138    FS
                                                    276.695
     4 -0.13362956D+04  111.5463228    0.0770432     47.115    82.279    FS
                                                    273.606
     5 -0.11846494D+04  151.6462232    0.1134825      0.000   383.088    FS
                                                     19.912
     6 -0.11635699D+04   21.0794836    0.0177939      0.000   376.940    EM
                                                     26.060
     7 -0.10981431D+04   65.4268023    0.0562294      0.000   371.383    EM
                                                     31.617
     8 -0.10822881D+04   15.8549615    0.0144380      0.000   366.873    EM
                                                     36.127
     9 -0.10785155D+04    3.7726101    0.0034858      0.000   363.314    EM
                                                     39.686
    10 -0.10769132D+04    1.6022877    0.0014856      0.000   360.498    EM
                                                     42.502
    11 -0.10759980D+04    0.9152595    0.0008499      0.001   358.229    EM
                                                     44.770


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 442


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14294107D+04    0.0000000    0.0000000      2.657   131.418    EM
                                                    268.924
     2 -0.12814286D+04  147.9820677    0.1035266      0.189   126.004    EM
                                                    276.807
     3 -0.11398881D+04  141.5405176    0.1104552      0.099   128.864    EM
                                                    274.038
     4 -0.11009832D+04   38.9049531    0.0341305      0.230   132.924    EM
                                                    269.846
     5 -0.10875171D+04   13.4660999    0.0122310      0.681   137.132    EM
                                                    265.187
     6 -0.10810719D+04    6.4451681    0.0059265      1.009   141.265    EM
                                                    260.727
     7 -0.10777663D+04    3.3056209    0.0030577      1.158   145.188    EM
                                                    256.654
     8 -0.10758352D+04    1.9310312    0.0017917      1.285   148.773    EM
                                                    252.942
     9 -0.10745854D+04    1.2498538    0.0011618      1.407   152.014    EM
                                                    249.579
    10 -0.10737245D+04    0.8609082    0.0008012      1.511   154.954    EM
                                                    246.536


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 443


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13430613D+04    0.0000000    0.0000000    178.951     6.448    EM
                                                    217.601
     2 -0.12073999D+04  135.6613830    0.1010091    174.556     3.585    EM
                                                    224.859
     3 -0.11263763D+04   81.0236225    0.0671059    170.444     2.323    EM
                                                    230.233
     4 -0.10902115D+04   36.1647691    0.0321072    167.860     1.761    EM
                                                    233.379
     5 -0.10802128D+04    9.9986766    0.0091713    166.807     1.555    EM
                                                    234.638
     6 -0.10771114D+04    3.1014493    0.0028711    166.778     1.543    EM
                                                    234.679
     7 -0.10753124D+04    1.7989754    0.0016702    167.303     1.676    EM
                                                    234.021
     8 -0.10740719D+04    1.2405167    0.0011536    168.081     1.954    EM
                                                    232.965
     9 -0.10730149D+04    1.0570222    0.0009841    168.966     2.345    EM
                                                    231.689
    10 -0.10718635D+04    1.1513143    0.0010730    169.927     2.777    EM
                                                    230.296
    11 -0.10705589D+04    1.3046173    0.0012171    170.895     3.261    EM
                                                    228.844
    12 -0.10694682D+04    1.0906908    0.0010188    171.865     3.763    EM
                                                    227.371
    13 -0.10688025D+04    0.6657114    0.0006225    172.891     4.211    EM
                                                    225.898


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 444


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14953579D+04    0.0000000    0.0000000     65.460   297.748    EM
                                                     39.792
     2 -0.13298359D+04  165.5220367    0.1106906      9.170   136.711    FS
                                                    257.119
     3 -0.10915691D+04  238.2667639    0.1791700      9.683   135.626    EM
                                                    257.691
     4 -0.10814993D+04   10.0698699    0.0092251     10.998   136.546    EM
                                                    255.456
     5 -0.10782377D+04    3.2615189    0.0030157     12.476   137.966    EM
                                                    252.558
     6 -0.10762968D+04    1.9409726    0.0018001     13.994   139.401    EM
                                                    249.605
     7 -0.10750330D+04    1.2638213    0.0011742     15.492   140.712    EM
                                                    246.795
     8 -0.10741691D+04    0.8638467    0.0008036     16.937   141.867    EM
                                                    244.196


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 445


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14612313D+04    0.0000000    0.0000000     42.967   126.436    EM
                                                    233.597
     2 -0.12644987D+04  196.7326040    0.1346348      9.327   128.807    FS
                                                    264.866
     3 -0.11819558D+04   82.5429105    0.0652772      4.614   130.259    EM
                                                    268.126
     4 -0.11470604D+04   34.8953798    0.0295234      3.080   131.540    EM
                                                    268.380
     5 -0.11224772D+04   24.5831993    0.0214315      2.611   132.998    EM
                                                    267.391
     6 -0.11039727D+04   18.5045086    0.0164854      2.583   134.985    EM
                                                    265.432
     7 -0.10912544D+04   12.7183565    0.0115205      2.796   137.464    EM
                                                    262.740
     8 -0.10831300D+04    8.1244095    0.0074450      3.188   140.222    EM
                                                    259.590
     9 -0.10780880D+04    5.0419449    0.0046550      3.690   143.072    EM
                                                    256.237
    10 -0.10749500D+04    3.1380523    0.0029108      4.219   145.908    EM
                                                    252.873
    11 -0.10729441D+04    2.0058333    0.0018660      4.732   148.655    EM
                                                    249.613
    12 -0.10716020D+04    1.3421707    0.0012509      5.215   151.267    EM
                                                    246.518
    13 -0.10706584D+04    0.9436125    0.0008806      5.667   153.721    EM
                                                    243.613


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 446


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15422011D+04    0.0000000    0.0000000     63.525    80.372    EM
                                                    259.103
     2 -0.12432580D+04  298.9430702    0.1938418     53.682    83.592    FS
                                                    265.726
     3 -0.10987051D+04  144.5529663    0.1162695     34.956   104.365    EM
                                                    263.679
     4 -0.10839215D+04   14.7835823    0.0134555     26.932   115.918    EM
                                                    260.150
     5 -0.10786973D+04    5.2242266    0.0048197     23.541   121.803    EM
                                                    257.656
     6 -0.10763254D+04    2.3718371    0.0021988     22.200   124.885    EM
                                                    255.915
     7 -0.10748970D+04    1.4284657    0.0013272     21.781   126.706    EM
                                                    254.513
     8 -0.10739389D+04    0.9580083    0.0008913     21.779   128.016    EM
                                                    253.205


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 447


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12043926D+04    0.0000000    0.0000000    388.648     8.370    EM
                                                      5.982
     2 -0.10992570D+04  105.1356668    0.0872935    387.477     9.021    EM
                                                      6.502
     3 -0.10931440D+04    6.1129711    0.0055610    386.107     9.796    EM
                                                      7.097
     4 -0.10895278D+04    3.6161777    0.0033081    384.619    10.636    EM
                                                      7.744
     5 -0.10865344D+04    2.9934156    0.0027474    383.068    11.512    EM
                                                      8.420
     6 -0.10840329D+04    2.5015468    0.0023023    381.503    12.396    EM
                                                      9.101
     7 -0.10819615D+04    2.0713879    0.0019108    379.964    13.266    EM
                                                      9.770
     8 -0.10802700D+04    1.6914250    0.0015633    378.481    14.104    EM
                                                     10.415
     9 -0.10789096D+04    1.3604256    0.0012593    377.073    14.900    EM
                                                     11.026
    10 -0.10778314D+04    1.0782694    0.0009994    375.753    15.647    EM
                                                     11.600
    11 -0.10769882D+04    0.8431511    0.0007823    374.526    16.341    EM
                                                     12.132


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 448


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16035217D+04    0.0000000    0.0000000      0.402   130.533    EM
                                                    272.065
     2 -0.15814405D+04   22.0811734    0.0137704      0.000   131.084    FS
                                                    271.916
     3 -0.12121904D+04  369.2500953    0.2334897      0.000   130.437    EM
                                                    272.563
     4 -0.11762887D+04   35.9017370    0.0296172      0.000   130.602    EM
                                                    272.398
     5 -0.11442083D+04   32.0803587    0.0272725      0.000   131.748    EM
                                                    271.252
     6 -0.11188903D+04   25.3180653    0.0221271      0.000   133.819    EM
                                                    269.181
     7 -0.11014550D+04   17.4352897    0.0155827      0.000   136.677    EM
                                                    266.323
     8 -0.10906370D+04   10.8179534    0.0098215      0.000   140.064    EM
                                                    262.936
     9 -0.10842819D+04    6.3551910    0.0058270      0.000   143.692    EM
                                                    259.308
    10 -0.10805624D+04    3.7194217    0.0034303      0.000   147.330    EM
                                                    255.670
    11 -0.10783083D+04    2.2540992    0.0020860      0.000   150.836    EM
                                                    252.164
    12 -0.10768657D+04    1.4426217    0.0013379      0.000   154.140    EM
                                                    248.860
    13 -0.10758880D+04    0.9776885    0.0009079      0.000   157.217    EM
                                                    245.783


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 449


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16620808D+04    0.0000000    0.0000000     60.208   300.584    EM
                                                     42.208
     2 -0.12780837D+04  383.9970248    0.2310339     46.123   261.101    EM
                                                     95.776
     3 -0.11776163D+04  100.4674251    0.0786079     40.413   163.094    FS
                                                    199.493
     4 -0.11361234D+04   41.4929123    0.0352347     39.915   166.051    EM
                                                    197.034
     5 -0.11175512D+04   18.5721981    0.0163470     40.359   163.419    EM
                                                    199.221
     6 -0.11038266D+04   13.7246484    0.0122810     40.878   160.377    EM
                                                    201.745
     7 -0.10936215D+04   10.2050494    0.0092452     41.222   158.471    EM
                                                    203.307
     8 -0.10863555D+04    7.2659542    0.0066439     41.402   157.786    EM
                                                    203.812
     9 -0.10814571D+04    4.8984049    0.0045090     41.468   158.034    EM
                                                    203.498
    10 -0.10783460D+04    3.1110924    0.0028768     41.423   158.961    EM
                                                    202.615
    11 -0.10764433D+04    1.9027237    0.0017645     41.290   160.340    EM
                                                    201.370
    12 -0.10752762D+04    1.1671122    0.0010842     41.105   161.967    EM
                                                    199.928
    13 -0.10745369D+04    0.7392994    0.0006875     40.899   163.697    EM
                                                    198.404


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 450


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16156755D+04    0.0000000    0.0000000    116.162    23.046    EM
                                                    263.792
     2 -0.11301648D+04  485.5107785    0.3005002    121.354    34.362    EM
                                                    247.284
     3 -0.11079489D+04   22.2158997    0.0196572    113.788    44.625    EM
                                                    244.588
     4 -0.10936381D+04   14.3107492    0.0129164    104.757    54.119    EM
                                                    244.124
     5 -0.10841015D+04    9.5365720    0.0087200     97.265    62.316    EM
                                                    243.419
     6 -0.10783777D+04    5.7237942    0.0052798     91.820    68.928    EM
                                                    242.252
     7 -0.10752274D+04    3.1503438    0.0029214     88.142    74.036    EM
                                                    240.821
     8 -0.10735671D+04    1.6603466    0.0015442     85.763    77.925    EM
                                                    239.313
     9 -0.10726865D+04    0.8805639    0.0008202     84.263    80.906    EM
                                                    237.830


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 451


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13674427D+04    0.0000000    0.0000000      0.723   136.381    EM
                                                    265.896
     2 -0.12628578D+04  104.5849529    0.0764821      2.098   135.927    FS
                                                    264.975
     3 -0.11153593D+04  147.4985162    0.1167974      2.555   133.906    EM
                                                    266.538
     4 -0.10879529D+04   27.4063805    0.0245718      3.020   137.606    EM
                                                    262.374
     5 -0.10807769D+04    7.1759704    0.0065958      3.484   141.763    EM
                                                    257.753
     6 -0.10782001D+04    2.5767943    0.0023842      3.933   145.709    EM
                                                    253.357
     7 -0.10766903D+04    1.5098545    0.0014003      4.364   149.225    EM
                                                    249.411
     8 -0.10756894D+04    1.0008150    0.0009295      4.779   152.311    EM
                                                    245.910
     9 -0.10749847D+04    0.7047365    0.0006551      5.178   155.028    EM
                                                    242.794


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 452


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13226268D+04    0.0000000    0.0000000     17.440   122.296    EM
                                                    263.264
     2 -0.12637784D+04   58.8484504    0.0444936      0.113   130.561    FS
                                                    272.326
     3 -0.12469378D+04   16.8406068    0.0133256      0.000   128.422    FS
                                                    274.578
     4 -0.11926175D+04   54.3202584    0.0435629      0.000   127.184    FS
                                                    275.816
     5 -0.11243143D+04   68.3032535    0.0572717      0.000   133.471    FS
                                                    269.529
     6 -0.10879331D+04   36.3811754    0.0323585      0.000   149.870    FS
                                                    253.130
     7 -0.10749102D+04   13.0228712    0.0119703      0.000   178.191    FS
                                                    224.809
     8 -0.10724281D+04    2.4820869    0.0023091      0.000   201.742    FS
                                                    201.258
     9 -0.10722137D+04    0.2144101    0.0001999      0.000   209.302    FS
                                                    193.698


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 453


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20609392D+04    0.0000000    0.0000000     11.461   122.913    EM
                                                    268.626
     2 -0.16210438D+04  439.8953923    0.2134441      0.013   126.956    FS
                                                    276.032
     3 -0.12582709D+04  362.7728557    0.2237897      0.000   125.949    FS
                                                    277.051
     4 -0.11385187D+04  119.7522580    0.0951721      0.000   127.011    FS
                                                    275.989
     5 -0.11055490D+04   32.9696130    0.0289583      0.000   133.049    FS
                                                    269.951
     6 -0.10824760D+04   23.0730787    0.0208702      0.000   149.713    FS
                                                    253.287
     7 -0.10742278D+04    8.2481879    0.0076197      0.000   178.455    FS
                                                    224.545
     8 -0.10724062D+04    1.8215821    0.0016957      0.000   202.116    FS
                                                    200.884
     9 -0.10722145D+04    0.1917072    0.0001788      0.000   209.208    FS
                                                    193.792


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 454


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12209003D+04    0.0000000    0.0000000    331.359    46.065    EM
                                                     25.576
     2 -0.10910117D+04  129.8885806    0.1063875    322.841    50.792    EM
                                                     29.367
     3 -0.10833447D+04    7.6670344    0.0070275    317.447    53.834    EM
                                                     31.719
     4 -0.10809934D+04    2.3512600    0.0021704    312.738    57.106    EM
                                                     33.156
     5 -0.10805000D+04    0.4934054    0.0004564    310.630    58.180    EM
                                                     34.190


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 455


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13350767D+04    0.0000000    0.0000000    139.986    46.478    EM
                                                    216.536
     2 -0.13204562D+04   14.6204892    0.0109510     83.528    47.333    FS
                                                    272.139
     3 -0.12740138D+04   46.4423483    0.0351714    128.290     6.712    FS
                                                    267.998
     4 -0.12031783D+04   70.8355513    0.0556003    147.566     0.000    FS
                                                    255.434
     5 -0.11355377D+04   67.6405918    0.0562183    164.208     0.000    FS
                                                    238.792
     6 -0.10946449D+04   40.8927397    0.0360118    188.207     0.000    FS
                                                    214.793
     7 -0.10761331D+04   18.5118196    0.0169113    199.957     0.000    FS
                                                    203.043
     8 -0.10724546D+04    3.6785431    0.0034183    203.412     0.000    FS
                                                    199.588
     9 -0.10722159D+04    0.2387119    0.0002226    209.023     0.000    FS
                                                    193.977


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 456


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14850890D+04    0.0000000    0.0000000     21.259   111.058    EM
                                                    270.683
     2 -0.13268732D+04  158.2157779    0.1065362     28.510   105.052    FS
                                                    269.439
     3 -0.11625617D+04  164.3115003    0.1238336     42.825    87.218    EM
                                                    272.957
     4 -0.11195771D+04   42.9845913    0.0369740     61.701    71.860    EM
                                                    269.439
     5 -0.10940090D+04   25.5680910    0.0228373     78.157    60.137    EM
                                                    264.706
     6 -0.10813228D+04   12.6861544    0.0115960     90.070    52.706    EM
                                                    260.223
     7 -0.10759454D+04    5.3774474    0.0049730     97.733    48.635    EM
                                                    256.632
     8 -0.10738113D+04    2.1341341    0.0019835    102.355    46.634    EM
                                                    254.011
     9 -0.10729543D+04    0.8569313    0.0007980    105.056    45.791    EM
                                                    252.154


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 457


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12032937D+04    0.0000000    0.0000000    164.224    12.857    EM
                                                    225.919
     2 -0.10841509D+04  119.1427689    0.0990139    176.086     2.353    FS
                                                    224.561
     3 -0.10733073D+04   10.8436026    0.0100019    178.465     1.722    EM
                                                    222.812
     4 -0.10714983D+04    1.8090367    0.0016855    179.713     1.636    EM
                                                    221.651
     5 -0.10710078D+04    0.4904737    0.0004577    180.710     1.676    EM
                                                    220.614


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 458


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12872084D+04    0.0000000    0.0000000     49.902   157.720    EM
                                                    195.378
     2 -0.11079663D+04  179.2421390    0.1392487     45.115   146.260    EM
                                                    211.625
     3 -0.10777480D+04   30.2183110    0.0272737     44.399   141.901    EM
                                                    216.700
     4 -0.10721928D+04    5.5551507    0.0051544     44.716   140.195    EM
                                                    218.088
     5 -0.10717213D+04    0.4715508    0.0004398     45.242   139.526    EM
                                                    218.231


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 459


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.28091120D+04    0.0000000    0.0000000      4.268   135.236    EM
                                                    263.496
     2 -0.24404040D+04  368.7080107    0.1312543      4.358   135.421    FS
                                                    263.222
     3 -0.21031587D+04  337.2453522    0.1381924      4.224   136.036    FS
                                                    262.740
     4 -0.18515671D+04  251.5915855    0.1196256      4.125   142.447    FS
                                                    256.428
     5 -0.17830338D+04   68.5332664    0.0370137      0.361   148.659    FS
                                                    253.980
     6 -0.11337056D+04  649.3282545    0.3641705      0.212   154.908    EM
                                                    247.880
     7 -0.11131350D+04   20.5705650    0.0181445      0.256   153.756    EM
                                                    248.989
     8 -0.11002771D+04   12.8579471    0.0115511      0.428   152.287    EM
                                                    250.285
     9 -0.10914635D+04    8.8135825    0.0080103      0.156   152.354    EM
                                                    250.490
    10 -0.10847967D+04    6.6667726    0.0061081      0.058   153.280    EM
                                                    249.662
    11 -0.10805480D+04    4.2487090    0.0039166      0.021   154.828    EM
                                                    248.150
    12 -0.10779585D+04    2.5894602    0.0023964      0.045   156.840    EM
                                                    246.114
    13 -0.10764399D+04    1.5186174    0.0014088      0.015   159.100    EM
                                                    243.885
    14 -0.10753915D+04    1.0484411    0.0009740      0.039   161.370    EM
                                                    241.591
    15 -0.10745054D+04    0.8860366    0.0008239      0.263   163.389    EM
                                                    239.347


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 460


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18001844D+04    0.0000000    0.0000000      0.714   189.029    EM
                                                    213.257
     2 -0.17335046D+04   66.6797592    0.0370405      0.007   189.803    FS
                                                    213.190
     3 -0.15661833D+04  167.3212741    0.0965220      0.000   175.093    FS
                                                    227.907
     4 -0.14468121D+04  119.3712419    0.0762179      0.000   161.974    FS
                                                    241.026
     5 -0.13421558D+04  104.6563036    0.0723358      0.000   192.623    FS
                                                    210.377
     6 -0.12739627D+04   68.1930816    0.0508086      0.000   252.310    FS
                                                    150.690
     7 -0.12102946D+04   63.6680697    0.0499764      0.000   282.672    FS
                                                    120.328
     8 -0.11561575D+04   54.1370849    0.0447305      0.000   262.262    FS
                                                    140.738
     9 -0.11144881D+04   41.6694326    0.0360413      0.000   225.287    FS
                                                    177.713
    10 -0.10862558D+04   28.2323541    0.0253321      0.000   206.193    FS
                                                    196.807
    11 -0.10743334D+04   11.9223970    0.0109757      0.000   199.835    FS
                                                    203.165
    12 -0.10722987D+04    2.0346881    0.0018939      0.000   204.780    FS
                                                    198.220
    13 -0.10722013D+04    0.0973422    0.0000908      0.000   210.412    FS
                                                    192.588


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 461


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15172056D+04    0.0000000    0.0000000     77.668    59.803    EM
                                                    265.529
     2 -0.13196400D+04  197.5656093    0.1302168     65.781    77.509    FS
                                                    259.710
     3 -0.11937016D+04  125.9384241    0.0954339     27.686   123.432    FS
                                                    251.882
     4 -0.11718702D+04   21.8313872    0.0182888      0.000   157.762    FS
                                                    245.238
     5 -0.11137039D+04   58.1663031    0.0496354      0.000   180.574    FS
                                                    222.426
     6 -0.10887874D+04   24.9165285    0.0223727      0.000   192.889    FS
                                                    210.111
     7 -0.10792656D+04    9.5217567    0.0087453      0.000   188.079    FS
                                                    214.921
     8 -0.10749947D+04    4.2709424    0.0039573      0.000   194.379    FS
                                                    208.621
     9 -0.10729645D+04    2.0301328    0.0018885      0.000   203.141    FS
                                                    199.859
    10 -0.10723231D+04    0.6413951    0.0005978      0.000   210.178    FS
                                                    192.822


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 462


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13321988D+04    0.0000000    0.0000000      0.027   142.952    EM
                                                    260.021
     2 -0.13085336D+04   23.6652161    0.0177640      0.000   143.230    FS
                                                    259.770
     3 -0.11875606D+04  120.9730124    0.0924493      0.000   137.894    EM
                                                    265.106
     4 -0.11530574D+04   34.5031606    0.0290538      0.000   136.309    EM
                                                    266.691
     5 -0.11292337D+04   23.8237499    0.0206614      0.000   136.468    EM
                                                    266.532
     6 -0.11105005D+04   18.7331810    0.0165893      0.000   137.811    EM
                                                    265.189
     7 -0.10970728D+04   13.4276666    0.0120915      0.000   140.058    EM
                                                    262.942
     8 -0.10883304D+04    8.7424349    0.0079689      0.000   142.917    EM
                                                    260.083
     9 -0.10829758D+04    5.3545535    0.0049200      0.000   146.101    EM
                                                    256.899
    10 -0.10797495D+04    3.2262766    0.0029791      0.000   149.379    EM
                                                    253.621
    11 -0.10777609D+04    1.9886934    0.0018418      0.000   152.599    EM
                                                    250.401
    12 -0.10764764D+04    1.2844374    0.0011918      0.000   155.676    EM
                                                    247.324
    13 -0.10756009D+04    0.8755638    0.0008134      0.000   158.572    EM
                                                    244.428


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 463


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14900896D+04    0.0000000    0.0000000     76.081    52.195    EM
                                                    274.725
     2 -0.12048384D+04  285.2512124    0.1914323     29.017    97.323    EM
                                                    276.659
     3 -0.11293060D+04   75.5324216    0.0626909      0.321   127.358    FS
                                                    275.322
     4 -0.10941947D+04   35.1112876    0.0310910      0.329   134.282    EM
                                                    268.390
     5 -0.10852398D+04    8.9548897    0.0081840      0.349   139.719    EM
                                                    262.932
     6 -0.10807084D+04    4.5314602    0.0041755      0.379   144.714    EM
                                                    257.907
     7 -0.10782440D+04    2.4643476    0.0022803      0.419   149.144    EM
                                                    253.437
     8 -0.10767492D+04    1.4947810    0.0013863      0.470   153.031    EM
                                                    249.499
     9 -0.10757584D+04    0.9907922    0.0009202      0.533   156.450    EM
                                                    246.017


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 464


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18010270D+04    0.0000000    0.0000000    113.178    30.082    EM
                                                    259.741
     2 -0.15200319D+04  280.9951378    0.1560194    115.200    21.286    EM
                                                    266.514
     3 -0.13515542D+04  168.4777131    0.1108383    122.120    16.058    EM
                                                    264.822
     4 -0.12217043D+04  129.8498955    0.0960745    128.204    13.256    EM
                                                    261.540
     5 -0.11337766D+04   87.9276488    0.0719713    132.684    11.947    EM
                                                    258.369
     6 -0.10899693D+04   43.8073005    0.0386384    135.976    11.502    EM
                                                    255.522
     7 -0.10774081D+04   12.5611971    0.0115244    138.851    11.515    EM
                                                    252.634
     8 -0.10753543D+04    2.0538143    0.0019063    141.650    11.681    EM
                                                    249.670
     9 -0.10746205D+04    0.7338536    0.0006824    144.322    11.840    EM
                                                    246.838


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 465


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21229954D+04    0.0000000    0.0000000    121.754     6.557    EM
                                                    274.689
     2 -0.17581658D+04  364.8296489    0.1718467    120.988     7.326    FS
                                                    274.687
     3 -0.14579652D+04  300.2005624    0.1707465    113.939    14.393    FS
                                                    274.668
     4 -0.14140813D+04   43.8838878    0.0300994     16.394   113.171    FS
                                                    273.436
     5 -0.11095963D+04  304.4850354    0.2153236     27.037   112.396    EM
                                                    263.567
     6 -0.10902281D+04   19.3681949    0.0174552     37.741   106.130    EM
                                                    259.129
     7 -0.10807828D+04    9.4452447    0.0086635     46.899   101.407    EM
                                                    254.693
     8 -0.10763400D+04    4.4428211    0.0041107     54.169    98.102    EM
                                                    250.729
     9 -0.10742357D+04    2.1042947    0.0019550     59.769    95.813    EM
                                                    247.418
    10 -0.10731963D+04    1.0394449    0.0009676     64.043    94.215    EM
                                                    244.741
    11 -0.10726556D+04    0.5407173    0.0005038     67.303    93.086    EM
                                                    242.611


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 466


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12576814D+04    0.0000000    0.0000000    151.901    18.755    EM
                                                    232.344
     2 -0.12458969D+04   11.7844685    0.0093700    156.685     4.040    FS
                                                    242.275
     3 -0.11713847D+04   74.5121997    0.0598061    188.665     0.000    FS
                                                    214.335
     4 -0.10882755D+04   83.1092202    0.0709496    200.778     0.000    EM
                                                    202.222
     5 -0.10774857D+04   10.7898262    0.0099146    204.487     0.000    EM
                                                    198.513
     6 -0.10745793D+04    2.9063715    0.0026974    206.293     0.000    EM
                                                    196.707
     7 -0.10733528D+04    1.2265173    0.0011414    207.438     0.000    EM
                                                    195.562
     8 -0.10727810D+04    0.5717686    0.0005327    208.259     0.000    EM
                                                    194.741


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 467


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14457704D+04    0.0000000    0.0000000     60.453    69.279    EM
                                                    273.269
     2 -0.12403710D+04  205.3994249    0.1420692     66.312    63.860    FS
                                                    272.829
     3 -0.11074079D+04  132.9631150    0.1071962     79.114    59.194    EM
                                                    264.692
     4 -0.10921482D+04   15.2597263    0.0137797     88.280    52.802    EM
                                                    261.918
     5 -0.10835254D+04    8.6227779    0.0078952     95.840    47.907    EM
                                                    259.252
     6 -0.10787528D+04    4.7725518    0.0044047    101.944    44.587    EM
                                                    256.470
     7 -0.10761201D+04    2.6327143    0.0024405    106.770    42.449    EM
                                                    253.782
     8 -0.10746220D+04    1.4981297    0.0013922    110.568    41.128    EM
                                                    251.305
     9 -0.10737264D+04    0.8956147    0.0008334    113.582    40.355    EM
                                                    249.063


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 468


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20353942D+04    0.0000000    0.0000000     11.191   194.934    EM
                                                    196.875
     2 -0.16241145D+04  411.2796944    0.2020639    401.789     0.460    FS
                                                      0.751
     3 -0.13474590D+04  276.6554523    0.1703423    400.744     0.346    EM
                                                      1.910
     4 -0.13156533D+04   31.8057494    0.0236042    398.216     0.297    EM
                                                      4.487
     5 -0.12866100D+04   29.0432821    0.0220752    393.023     0.276    EM
                                                      9.700
     6 -0.12585252D+04   28.0847607    0.0218285    383.448     0.272    EM
                                                     19.280
     7 -0.12302188D+04   28.3064735    0.0224918    367.752     0.276    EM
                                                     34.972
     8 -0.12007522D+04   29.4666137    0.0239523    345.557     0.287    EM
                                                     57.156
     9 -0.11728243D+04   27.9278413    0.0232586    318.966     0.303    EM
                                                     83.731
    10 -0.11498049D+04   23.0194452    0.0196274    291.520     0.327    EM
                                                    111.153
    11 -0.11301826D+04   19.6222742    0.0170657    266.714     0.360    EM
                                                    135.926
    12 -0.11140167D+04   16.1658806    0.0143038    246.555     0.401    EM
                                                    156.044
    13 -0.11017441D+04   12.2725713    0.0110165    231.313     0.453    EM
                                                    171.234
    14 -0.10927051D+04    9.0390785    0.0082043    220.260     0.515    EM
                                                    182.225
    15 -0.10860948D+04    6.6103111    0.0060495    212.398     0.587    EM
                                                    190.015
    16 -0.10813386D+04    4.7561927    0.0043792    206.853     0.670    EM
                                                    195.477
    17 -0.10780170D+04    3.3215462    0.0030717    202.968     0.766    EM
                                                    199.266
    18 -0.10757788D+04    2.2381724    0.0020762    200.269     0.880    EM
                                                    201.851
    19 -0.10743180D+04    1.4608829    0.0013580    198.412     1.021    EM
                                                    203.567
    20 -0.10733769D+04    0.9410823    0.0008760    197.133     1.207    EM
                                                    204.660


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 469


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14885513D+04    0.0000000    0.0000000     82.607    73.901    EM
                                                    246.491
     2 -0.14180238D+04   70.5275670    0.0473800     96.378    39.944    FS
                                                    266.678
     3 -0.13385079D+04   79.5159089    0.0560752    118.227    37.814    FS
                                                    246.960
     4 -0.12423143D+04   96.1935662    0.0718663    155.742    41.127    FS
                                                    206.131
     5 -0.11732623D+04   69.0519601    0.0555833    218.319    44.548    FS
                                                    140.133
     6 -0.11207671D+04   52.4952024    0.0447429    264.245    48.193    FS
                                                     90.562
     7 -0.10893048D+04   31.4623218    0.0280721    203.040    44.481    FS
                                                    155.479
     8 -0.10734554D+04   15.8493739    0.0145500    173.082    33.413    FS
                                                    196.505
     9 -0.10702565D+04    3.1989826    0.0029801    193.626    19.499    FS
                                                    189.876
    10 -0.10696764D+04    0.5800101    0.0005419    200.060    14.510    FS
                                                    188.430


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 470


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12663657D+04    0.0000000    0.0000000     53.741   117.509    EM
                                                    231.749
     2 -0.11360253D+04  130.3403869    0.1029248     43.771   111.298    EM
                                                    247.931
     3 -0.11094350D+04   26.5902824    0.0234064     36.822   113.088    EM
                                                    253.090
     4 -0.10965398D+04   12.8951941    0.0116232     32.126   116.647    EM
                                                    254.227
     5 -0.10876115D+04    8.9283445    0.0081423     28.939   120.462    EM
                                                    253.599
     6 -0.10816974D+04    5.9140843    0.0054377     26.865   124.118    EM
                                                    252.016
     7 -0.10779834D+04    3.7140413    0.0034335     25.608   127.475    EM
                                                    249.917
     8 -0.10757204D+04    2.2629360    0.0020992     24.921   130.498    EM
                                                    247.581
     9 -0.10743330D+04    1.3874590    0.0012898     24.609   133.210    EM
                                                    245.181
    10 -0.10734445D+04    0.8884419    0.0008270     24.531   135.651    EM
                                                    242.818


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 471


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15804422D+04    0.0000000    0.0000000     36.528   130.170    EM
                                                    236.302
     2 -0.11065489D+04  473.8933542    0.2998486     36.009   112.634    EM
                                                    254.358
     3 -0.10927524D+04   13.7964914    0.0124680     37.945   108.716    EM
                                                    256.340
     4 -0.10850818D+04    7.6705577    0.0070195     40.348   107.559    EM
                                                    255.093
     5 -0.10801236D+04    4.9582055    0.0045694     42.785   107.277    EM
                                                    252.938
     6 -0.10769641D+04    3.1595259    0.0029252     45.144   107.403    EM
                                                    250.453
     7 -0.10749503D+04    2.0137808    0.0018699     47.367   107.752    EM
                                                    247.880
     8 -0.10736494D+04    1.3008816    0.0012102     49.417   108.233    EM
                                                    245.350
     9 -0.10727904D+04    0.8589747    0.0008001     51.278   108.794    EM
                                                    242.928


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 472


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12690319D+04    0.0000000    0.0000000    295.100   102.573    EM
                                                      5.328
     2 -0.11630368D+04  105.9951384    0.0835244    260.816   134.130    EM
                                                      8.054
     3 -0.11255111D+04   37.5256808    0.0322653    229.848   162.345    EM
                                                     10.806
     4 -0.11084257D+04   17.0854115    0.0151801    204.684   185.113    EM
                                                     13.202
     5 -0.10956260D+04   12.7996191    0.0115476    184.737   203.061    EM
                                                     15.202
     6 -0.10846813D+04   10.9447227    0.0099895    170.458   215.790    EM
                                                     16.752
     7 -0.10807578D+04    3.9235724    0.0036173    160.013   225.064    EM
                                                     17.923
     8 -0.10760105D+04    4.7472122    0.0043925    152.723   231.410    EM
                                                     18.867
     9 -0.10774501D+04   -1.4395236   -0.0013378    147.765   235.601    EM
                                                     19.634
    10 -0.10731168D+04    4.3332424    0.0040218    143.367   239.273    EM
                                                     20.359
    11 -0.10731263D+04   -0.0095088   -0.0000089    140.009   242.061    EM
                                                     20.930


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 473


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12358395D+04    0.0000000    0.0000000     79.614   305.225    EM
                                                     18.160
     2 -0.10946575D+04  141.1819108    0.1142397     76.287   306.205    EM
                                                     20.509
     3 -0.10874193D+04    7.2382150    0.0066123     70.424   309.660    EM
                                                     22.916
     4 -0.10838359D+04    3.5833804    0.0032953     65.692   312.231    EM
                                                     25.077
     5 -0.10833085D+04    0.5274876    0.0004867     62.357   313.613    EM
                                                     27.030


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 474


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22502927D+04    0.0000000    0.0000000     23.302   108.228    EM
                                                    271.470
     2 -0.19032198D+04  347.0729229    0.1542346     24.489   108.558    FS
                                                    269.952
     3 -0.16364740D+04  266.7458277    0.1401550     34.431    99.825    FS
                                                    268.744
     4 -0.14232246D+04  213.2494369    0.1303103     14.477   121.876    FS
                                                    266.647
     5 -0.13665770D+04   56.6475164    0.0398022      0.781   149.566    FS
                                                    252.653
     6 -0.12986012D+04   67.9758081    0.0497417      0.000   200.738    FS
                                                    202.262
     7 -0.12536133D+04   44.9878878    0.0346433      0.000   297.046    FS
                                                    105.954
     8 -0.12130390D+04   40.5743166    0.0323659      0.000   367.637    FS
                                                     35.363
     9 -0.11739574D+04   39.0816345    0.0322180      0.000   319.832    FS
                                                     83.168
    10 -0.11451798D+04   28.7776279    0.0245133      0.000   262.924    FS
                                                    140.076
    11 -0.11202174D+04   24.9623212    0.0217977      0.000   234.087    FS
                                                    168.913
    12 -0.11007581D+04   19.4593464    0.0173710      0.000   216.154    FS
                                                    186.846
    13 -0.10869781D+04   13.7799913    0.0125186      0.000   207.085    FS
                                                    195.915
    14 -0.10785702D+04    8.4078825    0.0077351      0.000   204.412    FS
                                                    198.588
    15 -0.10743258D+04    4.2444509    0.0039353      0.000   206.380    FS
                                                    196.620
    16 -0.10726878D+04    1.6380027    0.0015247      0.000   210.368    FS
                                                    192.632
    17 -0.10722721D+04    0.4156832    0.0003875      0.000   212.633    FS
                                                    190.367


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 475


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14879164D+04    0.0000000    0.0000000      0.382   150.488    EM
                                                    252.130
     2 -0.14785573D+04    9.3590634    0.0062900      0.000   149.426    FS
                                                    253.574
     3 -0.11128488D+04  365.7084530    0.2473414      0.000   159.233    EM
                                                    243.767
     4 -0.10986245D+04   14.2243364    0.0127819      0.000   159.669    EM
                                                    243.331
     5 -0.10898965D+04    8.7279897    0.0079445      0.000   158.972    EM
                                                    244.028
     6 -0.10838940D+04    6.0024991    0.0055074      0.000   158.912    EM
                                                    244.088
     7 -0.10799699D+04    3.9241248    0.0036204      0.000   159.630    EM
                                                    243.370
     8 -0.10775132D+04    2.4566464    0.0022747      0.000   160.923    EM
                                                    242.077
     9 -0.10760041D+04    1.5091800    0.0014006      0.000   162.568    EM
                                                    240.432
    10 -0.10750670D+04    0.9370189    0.0008708      0.000   164.396    EM
                                                    238.604


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 476


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21352307D+04    0.0000000    0.0000000    124.295     0.519    EM
                                                    278.187
     2 -0.15541866D+04  581.0441001    0.2721224    123.857     0.206    EM
                                                    278.937
     3 -0.13888659D+04  165.3207142    0.1063712    123.784     0.466    EM
                                                    278.751
     4 -0.12595262D+04  129.3396861    0.0931261    123.623     1.305    EM
                                                    278.071
     5 -0.11736203D+04   85.9059110    0.0682049    123.382     3.282    EM
                                                    276.336
     6 -0.11248369D+04   48.7833931    0.0415666    123.361     6.453    EM
                                                    273.186
     7 -0.10998888D+04   24.9481535    0.0221794    123.847    10.222    EM
                                                    268.930
     8 -0.10876199D+04   12.2688849    0.0111547    124.724    14.016    EM
                                                    264.261
     9 -0.10814092D+04    6.2107090    0.0057104    125.721    17.560    EM
                                                    259.719
    10 -0.10780365D+04    3.3726160    0.0031187    126.662    20.773    EM
                                                    255.565
    11 -0.10760538D+04    1.9827747    0.0018392    127.480    23.647    EM
                                                    251.873
    12 -0.10748047D+04    1.2490625    0.0011608    128.166    26.199    EM
                                                    248.635
    13 -0.10739755D+04    0.8291740    0.0007715    128.738    28.451    EM
                                                    245.811


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 477


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20053708D+04    0.0000000    0.0000000    133.828    23.926    EM
                                                    245.247
     2 -0.18886459D+04  116.7248272    0.0582061    141.981     0.373    FS
                                                    260.646
     3 -0.16798343D+04  208.8116488    0.1105616    136.133     0.697    EM
                                                    266.170
     4 -0.14947265D+04  185.1078130    0.1101941    135.039     1.257    EM
                                                    266.704
     5 -0.13329594D+04  161.7671193    0.1082252    136.148     1.955    EM
                                                    264.897
     6 -0.12065958D+04  126.3635142    0.0947992    138.288     2.663    EM
                                                    262.049
     7 -0.11249622D+04   81.6336759    0.0676562    140.632     3.333    EM
                                                    259.035
     8 -0.10879266D+04   37.0355304    0.0329216    143.037     3.981    EM
                                                    255.982
     9 -0.10784321D+04    9.4944942    0.0087271    145.688     4.618    EM
                                                    252.694
    10 -0.10765553D+04    1.8768692    0.0017404    148.435     5.234    EM
                                                    249.331
    11 -0.10755946D+04    0.9606693    0.0008924    151.030     5.822    EM
                                                    246.149


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 478


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.18617168D+04    0.0000000    0.0000000      0.003   128.701    EM
                                                    274.296
     2 -0.16552487D+04  206.4680244    0.1109020      0.022   128.702    FS
                                                    274.275
     3 -0.16259389D+04   29.3098164    0.0177072      0.000   128.739    FS
                                                    274.261
     4 -0.11377562D+04  488.1827439    0.3002467      0.000   144.187    EM
                                                    258.813
     5 -0.11175022D+04   20.2540074    0.0178017      0.000   145.533    EM
                                                    257.467
     6 -0.11034152D+04   14.0869999    0.0126058      0.000   145.662    EM
                                                    257.338
     7 -0.10930654D+04   10.3497591    0.0093798      0.000   146.575    EM
                                                    256.424
     8 -0.10860292D+04    7.0362410    0.0064372      0.000   148.305    EM
                                                    254.694
     9 -0.10815372D+04    4.4919563    0.0041361      0.000   150.583    EM
                                                    252.416
    10 -0.10787580D+04    2.7792230    0.0025697      0.001   153.151    EM
                                                    249.848
    11 -0.10770305D+04    1.7275302    0.0016014      0.001   155.819    EM
                                                    247.180
    12 -0.10759176D+04    1.1128592    0.0010333      0.004   158.463    EM
                                                    244.533
    13 -0.10751507D+04    0.7669154    0.0007128      0.023   161.001    EM
                                                    241.976


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 479


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13338313D+04    0.0000000    0.0000000     81.782    69.911    EM
                                                    251.307
     2 -0.12813331D+04   52.4982149    0.0393590     97.212    40.132    FS
                                                    265.657
     3 -0.12162260D+04   65.1071594    0.0508120    124.224     1.624    FS
                                                    277.152
     4 -0.11319274D+04   84.2985467    0.0693116    131.317     0.000    FS
                                                    271.683
     5 -0.10922619D+04   39.6655200    0.0350425    144.022     0.000    FS
                                                    258.978
     6 -0.10765857D+04   15.6761782    0.0143520    168.717     0.000    FS
                                                    234.283
     7 -0.10727428D+04    3.8428770    0.0035695    195.498     0.000    FS
                                                    207.502
     8 -0.10722417D+04    0.5011449    0.0004672    207.706     0.000    FS
                                                    195.294


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 480


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12820813D+04    0.0000000    0.0000000     13.790   147.963    EM
                                                    241.246
     2 -0.11919980D+04   90.0833387    0.0702634      0.062   188.514    FS
                                                    214.424
     3 -0.10928982D+04   99.0998111    0.0831376      0.143   203.910    EM
                                                    198.947
     4 -0.10797054D+04   13.1927652    0.0120714      0.640   207.290    EM
                                                    195.070
     5 -0.10746212D+04    5.0841897    0.0047089      1.128   206.609    EM
                                                    195.263
     6 -0.10723039D+04    2.3173808    0.0021565      1.219   205.219    EM
                                                    196.562
     7 -0.10710473D+04    1.2565971    0.0011719      1.275   203.896    EM
                                                    197.830
     8 -0.10702779D+04    0.7693526    0.0007183      1.353   202.854    EM
                                                    198.793


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 481


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.29226185D+04    0.0000000    0.0000000     35.069    88.009    EM
                                                    279.922
     2 -0.25406387D+04  381.9798802    0.1306978     36.587    86.387    FS
                                                    280.027
     3 -0.21847378D+04  355.9008241    0.1400832     37.744    85.162    FS
                                                    280.094
     4 -0.18576147D+04  327.1230908    0.1497311     34.793    88.188    FS
                                                    280.019
     5 -0.16733615D+04  184.2532661    0.0991881     42.550    80.593    FS
                                                    279.857
     6 -0.13715474D+04  301.8140198    0.1803639      1.183   123.406    FS
                                                    278.411
     7 -0.12886018D+04   82.9456152    0.0604759      0.000   125.740    FS
                                                    277.260
     8 -0.11933911D+04   95.2107451    0.0738869      0.000   128.901    FS
                                                    274.099
     9 -0.11250956D+04   68.2954988    0.0572281      0.000   137.387    FS
                                                    265.613
    10 -0.10877887D+04   37.3068674    0.0331588      0.000   156.260    FS
                                                    246.740
    11 -0.10747029D+04   13.0858226    0.0120297      0.000   183.218    FS
                                                    219.782
    12 -0.10724083D+04    2.2945661    0.0021351      0.000   202.444    FS
                                                    200.556
    13 -0.10722148D+04    0.1935612    0.0001805      0.000   209.257    FS
                                                    193.743


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 482


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14443618D+04    0.0000000    0.0000000    117.215     9.296    EM
                                                    276.489
     2 -0.14247815D+04   19.5803076    0.0135564    126.163     0.000    FS
                                                    276.837
     3 -0.13311540D+04   93.6275088    0.0657136    126.995     0.000    FS
                                                    276.005
     4 -0.11980673D+04  133.0867486    0.0999785    132.338     0.000    EM
                                                    270.662
     5 -0.11643606D+04   33.7066731    0.0281342    132.608     0.000    EM
                                                    270.392
     6 -0.11365660D+04   27.7945905    0.0238711    133.517     0.000    EM
                                                    269.483
     7 -0.11145576D+04   22.0084221    0.0193640    135.377     0.000    EM
                                                    267.623
     8 -0.10991566D+04   15.4009518    0.0138180    138.043     0.000    EM
                                                    264.957
     9 -0.10894172D+04    9.7394214    0.0088608    141.251     0.000    EM
                                                    261.749
    10 -0.10835968D+04    5.8204662    0.0053427    144.718     0.000    EM
                                                    258.282
    11 -0.10801454D+04    3.4513705    0.0031851    148.219     0.000    EM
                                                    254.781
    12 -0.10780347D+04    2.1106556    0.0019540    151.612     0.000    EM
                                                    251.388
    13 -0.10766755D+04    1.3592085    0.0012608    154.824     0.000    EM
                                                    248.176
    14 -0.10757501D+04    0.9254603    0.0008596    157.825     0.000    EM
                                                    245.175


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 483


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14791184D+04    0.0000000    0.0000000      0.159   377.940    EM
                                                     24.901
     2 -0.13808772D+04   98.2411569    0.0664187      0.175   332.401    EM
                                                     70.424
     3 -0.12909064D+04   89.9708356    0.0651548      0.201   261.317    EM
                                                    141.482
     4 -0.12063536D+04   84.5527416    0.0654987      0.245   203.992    EM
                                                    198.763
     5 -0.11640122D+04   42.3414866    0.0350987      0.333   173.213    EM
                                                    229.454
     6 -0.11367464D+04   27.2657375    0.0234239      0.469   159.863    EM
                                                    242.668
     7 -0.11183388D+04   18.4075889    0.0161932      0.663   153.844    EM
                                                    248.494
     8 -0.11042011D+04   14.1377785    0.0126418      0.930   151.051    EM
                                                    251.018
     9 -0.10935109D+04   10.6901201    0.0096813      1.353   149.982    EM
                                                    251.665
    10 -0.10854462D+04    8.0647407    0.0073751      2.189   149.735    EM
                                                    251.076
    11 -0.10790570D+04    6.3892040    0.0058862      3.383   149.924    EM
                                                    249.692
    12 -0.10748839D+04    4.1730850    0.0038673      4.314   150.873    EM
                                                    247.813
    13 -0.10725816D+04    2.3023484    0.0021420      4.953   152.431    EM
                                                    245.615
    14 -0.10712030D+04    1.3785949    0.0012853      5.460   154.276    EM
                                                    243.265
    15 -0.10702931D+04    0.9098502    0.0008494      5.904   156.204    EM
                                                    240.892


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 484


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14305592D+04    0.0000000    0.0000000    107.546    37.949    EM
                                                    257.505
     2 -0.11840713D+04  246.4878968    0.1723018     39.641   169.196    FS
                                                    194.163
     3 -0.10903652D+04   93.7061821    0.0791390     34.877   172.166    EM
                                                    195.957
     4 -0.10790882D+04   11.2769280    0.0103423     31.172   174.573    EM
                                                    197.255
     5 -0.10750601D+04    4.0281480    0.0037329     28.608   176.623    EM
                                                    197.769
     6 -0.10741856D+04    0.8744904    0.0008134     27.386   177.927    EM
                                                    197.686


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 485


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15475640D+04    0.0000000    0.0000000     40.840   120.098    EM
                                                    242.062
     2 -0.14692475D+04   78.3164942    0.0506063     10.052   124.949    FS
                                                    267.999
     3 -0.12554457D+04  213.8017772    0.1455179     15.779   119.921    EM
                                                    267.300
     4 -0.11597618D+04   95.6838634    0.0762151     24.715   112.009    EM
                                                    266.275
     5 -0.11123473D+04   47.4144989    0.0408830     35.215   103.967    EM
                                                    263.818
     6 -0.10922018D+04   20.1455117    0.0181108     45.414    97.188    EM
                                                    260.398
     7 -0.10825310D+04    9.6708236    0.0088544     54.180    92.175    EM
                                                    256.645
     8 -0.10776002D+04    4.9308195    0.0045549     61.237    88.704    EM
                                                    253.059
     9 -0.10750882D+04    2.5120351    0.0023311     66.742    86.356    EM
                                                    249.902
    10 -0.10737723D+04    1.3158918    0.0012240     70.976    84.774    EM
                                                    247.250
    11 -0.10730504D+04    0.7218914    0.0006723     74.214    83.710    EM
                                                    245.076


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 486


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.20877129D+04    0.0000000    0.0000000      3.559   264.942    EM
                                                    134.499
     2 -0.17982355D+04  289.4773702    0.1386577     27.530   248.842    FS
                                                    126.628
     3 -0.15204368D+04  277.7987115    0.1544841     33.396   326.482    FS
                                                     43.122
     4 -0.14411403D+04   79.2965688    0.0521538      8.587   394.407    FS
                                                      0.005
     5 -0.10887140D+04  352.4263023    0.2445468     12.447   390.548    EM
                                                      0.005
     6 -0.10775751D+04   11.1388802    0.0102312     14.977   388.018    EM
                                                      0.004
     7 -0.10751750D+04    2.4001159    0.0022273     16.489   386.507    EM
                                                      0.004
     8 -0.10726291D+04    2.5458636    0.0023679     17.122   385.874    EM
                                                      0.004
     9 -0.10724063D+04    0.2227676    0.0002077     17.469   385.527    EM
                                                      0.004


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 487


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23308028D+04    0.0000000    0.0000000     12.412   303.346    EM
                                                     87.242
     2 -0.21231924D+04  207.6104184    0.0890725     14.951   290.188    FS
                                                     97.861
     3 -0.17801340D+04  343.0583857    0.1615767     14.881   200.764    FS
                                                    187.355
     4 -0.14957179D+04  284.4161217    0.1597723      4.501   154.074    FS
                                                    244.425
     5 -0.11527445D+04  342.9734579    0.2293036      3.797   148.206    EM
                                                    250.998
     6 -0.11308268D+04   21.9176805    0.0190135      3.959   144.283    EM
                                                    254.758
     7 -0.11138191D+04   17.0077037    0.0150401      4.063   142.392    EM
                                                    256.545
     8 -0.11005745D+04   13.2445411    0.0118911      4.124   142.108    EM
                                                    256.768
     9 -0.10909894D+04    9.5851240    0.0087092      4.160   143.037    EM
                                                    255.803
    10 -0.10845414D+04    6.4480263    0.0059103      4.196   144.793    EM
                                                    254.011
    11 -0.10804351D+04    4.1062806    0.0037862      4.248   147.035    EM
                                                    251.716
    12 -0.10778051D+04    2.6300219    0.0024342      4.387   149.425    EM
                                                    249.189
    13 -0.10759190D+04    1.8860508    0.0017499      4.551   151.843    EM
                                                    246.606
    14 -0.10745894D+04    1.3295991    0.0012358      4.710   154.293    EM
                                                    243.996
    15 -0.10739664D+04    0.6230052    0.0005798      5.057   156.406    EM
                                                    241.537


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 488


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.30832312D+04    0.0000000    0.0000000      8.713   113.887    EM
                                                    280.400
     2 -0.26915755D+04  391.6557543    0.1270277      8.272   114.350    FS
                                                    280.378
     3 -0.23203569D+04  371.2185268    0.1379187      7.719   114.911    FS
                                                    280.371
     4 -0.20051288D+04  315.2281123    0.1358533      6.910   115.789    FS
                                                    280.301
     5 -0.18140400D+04  191.0888519    0.0953000      6.443   116.427    FS
                                                    280.130
     6 -0.12118809D+04  602.1590202    0.3319436      1.379   123.833    EM
                                                    277.788
     7 -0.11520986D+04   59.7823723    0.0493302      0.000   126.141    FS
                                                    276.859
     8 -0.11090918D+04   43.0068010    0.0373291      0.000   131.058    FS
                                                    271.942
     9 -0.10847589D+04   24.3328300    0.0219394      0.000   144.633    FS
                                                    258.367
    10 -0.10748482D+04    9.9107244    0.0091363      0.000   171.356    FS
                                                    231.644
    11 -0.10725018D+04    2.3463962    0.0021830      0.000   198.598    FS
                                                    204.402
    12 -0.10722211D+04    0.2807034    0.0002617      0.000   208.671    FS
                                                    194.329


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 489


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11968304D+04    0.0000000    0.0000000     63.029   252.855    EM
                                                     87.116
     2 -0.11125450D+04   84.2854252    0.0704239     64.885   240.327    EM
                                                     97.788
     3 -0.10997327D+04   12.8122924    0.0115162     69.252   226.113    EM
                                                    107.635
     4 -0.10921914D+04    7.5413302    0.0068574     73.596   213.338    EM
                                                    116.066
     5 -0.10863326D+04    5.8587485    0.0053642     77.333   202.621    EM
                                                    123.046
     6 -0.10818603D+04    4.4723638    0.0041169     80.371   193.928    EM
                                                    128.702
     7 -0.10785407D+04    3.3195947    0.0030684     82.735   187.042    EM
                                                    133.223
     8 -0.10761115D+04    2.4291877    0.0022523     84.502   181.683    EM
                                                    136.815
     9 -0.10743502D+04    1.7613240    0.0016367     85.766   177.566    EM
                                                    139.668
    10 -0.10730820D+04    1.2681687    0.0011804     86.624   174.438    EM
                                                    141.937
    11 -0.10721742D+04    0.9078535    0.0008460     87.165   172.085    EM
                                                    143.750


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 490


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19515445D+04    0.0000000    0.0000000      7.155   117.284    EM
                                                    278.561
     2 -0.12171669D+04  734.3776122    0.3763058      1.303   124.275    EM
                                                    277.422
     3 -0.11467845D+04   70.3824489    0.0578248      0.432   127.574    EM
                                                    274.993
     4 -0.11121626D+04   34.6218939    0.0301904      0.208   131.370    EM
                                                    271.421
     5 -0.10950176D+04   17.1449936    0.0154159      0.132   135.675    EM
                                                    267.193
     6 -0.10863690D+04    8.6485456    0.0078981      0.104   140.097    EM
                                                    262.800
     7 -0.10817347D+04    4.6343285    0.0042659      0.102   144.355    EM
                                                    258.543
     8 -0.10790372D+04    2.6975087    0.0024937      0.125   148.312    EM
                                                    254.563
     9 -0.10773199D+04    1.7173053    0.0015915      0.187   151.913    EM
                                                    250.900
    10 -0.10761023D+04    1.2175858    0.0011302      0.320   155.128    EM
                                                    247.551
    11 -0.10751194D+04    0.9829142    0.0009134      0.549   157.954    EM
                                                    244.497


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 491


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13630491D+04    0.0000000    0.0000000    115.714    13.230    EM
                                                    274.056
     2 -0.12058330D+04  157.2161340    0.1153415    128.375     0.116    FS
                                                    274.509
     3 -0.11675284D+04   38.3045682    0.0317661    138.134     0.000    FS
                                                    264.866
     4 -0.11102481D+04   57.2802772    0.0490611    162.596     0.000    FS
                                                    240.404
     5 -0.10826989D+04   27.5492064    0.0248136    203.432     0.000    FS
                                                    199.568
     6 -0.10741599D+04    8.5390070    0.0078868    223.559     0.000    FS
                                                    179.441
     7 -0.10725247D+04    1.6352531    0.0015224    216.260     0.000    FS
                                                    186.740
     8 -0.10722421D+04    0.2825408    0.0002634    213.728     0.000    FS
                                                    189.272


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 492


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17070814D+04    0.0000000    0.0000000    113.438    10.490    EM
                                                    279.072
     2 -0.14999105D+04  207.1709045    0.1213597    107.082    17.027    FS
                                                    278.891
     3 -0.14165461D+04   83.3643992    0.0555796      0.028   124.207    FS
                                                    278.765
     4 -0.10996726D+04  316.8734766    0.2236944      0.000   133.692    EM
                                                    269.308
     5 -0.10883018D+04   11.3707949    0.0103402      0.000   138.553    EM
                                                    264.447
     6 -0.10827952D+04    5.5066740    0.0050599      0.000   143.009    EM
                                                    259.991
     7 -0.10797059D+04    3.0892495    0.0028530      0.000   147.160    EM
                                                    255.840
     8 -0.10778104D+04    1.8954970    0.0017556      0.000   150.970    EM
                                                    252.030
     9 -0.10765597D+04    1.2506994    0.0011604      0.000   154.448    EM
                                                    248.552
    10 -0.10756863D+04    0.8733905    0.0008113      0.000   157.618    EM
                                                    245.382


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 493


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14876379D+04    0.0000000    0.0000000     10.765   115.382    EM
                                                    276.852
     2 -0.14108092D+04   76.8286846    0.0516447      1.789   123.435    FS
                                                    277.776
     3 -0.13226335D+04   88.1756697    0.0625001      0.000   125.536    FS
                                                    277.464
     4 -0.12389272D+04   83.7063307    0.0632876      0.000   129.353    FS
                                                    273.647
     5 -0.11228063D+04  116.1209312    0.0937270      0.000   137.037    EM
                                                    265.963
     6 -0.10960389D+04   26.7673331    0.0238397      0.000   139.926    EM
                                                    263.074
     7 -0.10867880D+04    9.2509192    0.0084403      0.000   143.024    EM
                                                    259.976
     8 -0.10820250D+04    4.7630460    0.0043827      0.000   146.394    EM
                                                    256.606
     9 -0.10791866D+04    2.8383572    0.0026232      0.000   149.788    EM
                                                    253.212
    10 -0.10774187D+04    1.7678904    0.0016382      0.000   153.066    EM
                                                    249.934
    11 -0.10762572D+04    1.1615056    0.0010780      0.000   156.162    EM
                                                    246.838
    12 -0.10754517D+04    0.8054786    0.0007484      0.000   159.054    EM
                                                    243.946


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 494


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13872499D+04    0.0000000    0.0000000      0.000   192.141    EM
                                                    210.859
     2 -0.12594943D+04  127.7556416    0.0920927      0.000   188.097    FS
                                                    214.903
     3 -0.12584422D+04    1.0520592    0.0008353      0.000   187.977    FS
                                                    215.023
     4 -0.11464037D+04  112.0384491    0.0890295      0.000   166.761    EM
                                                    236.239
     5 -0.11234534D+04   22.9503865    0.0200195      0.000   157.801    EM
                                                    245.199
     6 -0.11081817D+04   15.2716757    0.0135935      0.000   153.907    EM
                                                    249.093
     7 -0.10967230D+04   11.4586862    0.0103401      0.000   152.480    EM
                                                    250.520
     8 -0.10885447D+04    8.1783225    0.0074571      0.000   152.560    EM
                                                    250.440
     9 -0.10830666D+04    5.4780753    0.0050325      0.000   153.636    EM
                                                    249.364
    10 -0.10795831D+04    3.4834762    0.0032163      0.000   155.345    EM
                                                    247.655
    11 -0.10774262D+04    2.1569445    0.0019979      0.000   157.413    EM
                                                    245.587
    12 -0.10760840D+04    1.3422209    0.0012458      0.000   159.647    EM
                                                    243.353
    13 -0.10752204D+04    0.8636040    0.0008025      0.000   161.920    EM
                                                    241.080


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 495


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13280548D+04    0.0000000    0.0000000      2.715   128.005    EM
                                                    272.280
     2 -0.12546441D+04   73.4106814    0.0552768      0.615   130.512    FS
                                                    271.873
     3 -0.11957033D+04   58.9407913    0.0469781      1.559   130.211    EM
                                                    271.230
     4 -0.11614078D+04   34.2954800    0.0286823      3.829   128.335    EM
                                                    270.836
     5 -0.11313441D+04   30.0637626    0.0258856      7.846   125.881    EM
                                                    269.273
     6 -0.11082488D+04   23.0952372    0.0204140     13.052   123.314    EM
                                                    266.634
     7 -0.10932369D+04   15.0119206    0.0135456     18.310   121.404    EM
                                                    263.287
     8 -0.10845969D+04    8.6400097    0.0079031     22.871   120.430    EM
                                                    259.699
     9 -0.10798900D+04    4.7069375    0.0043398     26.525   120.252    EM
                                                    256.222
    10 -0.10773087D+04    2.5812716    0.0023903     29.355   120.611    EM
                                                    253.034
    11 -0.10758215D+04    1.4871792    0.0013805     31.528   121.284    EM
                                                    250.188
    12 -0.10749030D+04    0.9184606    0.0008537     33.209   122.118    EM
                                                    247.673


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 496


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15229695D+04    0.0000000    0.0000000     69.282   295.776    EM
                                                     37.942
     2 -0.12335296D+04  289.4399212    0.1900497     85.725   242.648    EM
                                                     74.628
     3 -0.11478398D+04   85.6897985    0.0694672     91.552   200.663    EM
                                                    110.785
     4 -0.11124534D+04   35.3863636    0.0308287     93.230   171.763    EM
                                                    138.007
     5 -0.10953937D+04   17.0597131    0.0153352     93.160   153.923    EM
                                                    155.918
     6 -0.10866803D+04    8.7134158    0.0079546     93.070   142.672    EM
                                                    167.258
     7 -0.10817765D+04    4.9038054    0.0045126     93.204   135.425    EM
                                                    174.371
     8 -0.10792841D+04    2.4924400    0.0023040     92.859   130.922    EM
                                                    179.220
     9 -0.10758884D+04    3.3956133    0.0031462     92.894   126.763    EM
                                                    183.342
    10 -0.10742663D+04    1.6221584    0.0015077     92.890   123.807    EM
                                                    186.303
    11 -0.10721572D+04    2.1090664    0.0019633     93.389   120.808    EM
                                                    188.803
    12 -0.10716124D+04    0.5448194    0.0005082     94.070   118.770    EM
                                                    190.160


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 497


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14709792D+04    0.0000000    0.0000000    119.147    38.083    EM
                                                    245.770
     2 -0.13920162D+04   78.9629884    0.0536806     95.440    50.513    FS
                                                    257.046
     3 -0.13063000D+04   85.7161910    0.0615770    114.312    48.327    FS
                                                    240.361
     4 -0.12245697D+04   81.7302409    0.0625662    154.297    45.302    FS
                                                    203.401
     5 -0.11569540D+04   67.6157916    0.0552160    179.343    37.287    FS
                                                    186.370
     6 -0.11079309D+04   49.0230209    0.0423725    168.846    25.586    FS
                                                    208.568
     7 -0.10814696D+04   26.4613511    0.0238836    165.259    22.300    FS
                                                    215.441
     8 -0.10725953D+04    8.8742949    0.0082058    169.686    23.916    EM
                                                    209.397
     9 -0.10718152D+04    0.7800927    0.0007273    171.078    24.878    EM
                                                    207.044


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 498


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.19412542D+04    0.0000000    0.0000000    388.739     0.454    EM
                                                     13.808
     2 -0.16289176D+04  312.3366256    0.1608942    356.940     0.935    EM
                                                     45.125
     3 -0.14159606D+04  212.9570406    0.1307353    296.350     1.544    EM
                                                    105.106
     4 -0.12552721D+04  160.6884144    0.1134837    232.746     1.991    EM
                                                    168.263
     5 -0.11736425D+04   81.6296411    0.0650294    190.885     2.298    EM
                                                    209.818
     6 -0.11384482D+04   35.1942854    0.0299872    169.998     2.718    EM
                                                    230.284
     7 -0.11182009D+04   20.2473155    0.0177850    159.942     3.440    EM
                                                    239.617
     8 -0.11033016D+04   14.8992853    0.0133243    154.352     4.724    EM
                                                    243.924
     9 -0.10914398D+04   11.8617910    0.0107512    150.693     6.665    EM
                                                    245.642
    10 -0.10824200D+04    9.0198700    0.0082642    148.370     8.824    EM
                                                    245.807
    11 -0.10765818D+04    5.8381819    0.0053936    147.411    10.583    EM
                                                    245.006
    12 -0.10732362D+04    3.3456134    0.0031076    147.620    11.749    EM
                                                    243.631
    13 -0.10713413D+04    1.8948909    0.0017656    148.625    12.457    EM
                                                    241.918
    14 -0.10702119D+04    1.1293683    0.0010542    150.089    12.886    EM
                                                    240.025
    15 -0.10694944D+04    0.7174920    0.0006704    151.785    13.156    EM
                                                    238.059


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 499


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12057925D+04    0.0000000    0.0000000    317.480    47.925    EM
                                                     37.595
     2 -0.10884366D+04  117.3559656    0.0973268    311.171    48.108    EM
                                                     43.721
     3 -0.10779930D+04   10.4435314    0.0095950    305.288    49.278    EM
                                                     48.433
     4 -0.10763082D+04    1.6848108    0.0015629    300.734    50.445    EM
                                                     51.821
     5 -0.10764815D+04   -0.1733084   -0.0001610    296.935    51.650    EM
                                                     54.415


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 500


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14142131D+04    0.0000000    0.0000000      0.037   256.458    EM
                                                    146.504
     2 -0.14078142D+04    6.3989092    0.0045247      0.000   255.210    FS
                                                    147.790
     3 -0.11856816D+04  222.1325908    0.1577854      0.000   187.549    EM
                                                    215.451
     4 -0.11340781D+04   51.6034383    0.0435222      0.000   161.577    EM
                                                    241.423
     5 -0.11138048D+04   20.2732906    0.0178764      0.000   153.500    EM
                                                    249.500
     6 -0.11006724D+04   13.1324530    0.0117906      0.000   151.111    EM
                                                    251.889
     7 -0.10912627D+04    9.4096761    0.0085490      0.000   150.940    EM
                                                    252.060
     8 -0.10848555D+04    6.4072214