Mplus VERSION 7
MUTHEN & MUTHEN
09/22/2012  11:12 PM

INPUT INSTRUCTIONS

  TITLE:      this is an example of a sequential
              process GMM for continuous outcomes with
              two categorical latent variables
  DATA:       FILE IS ex8.7.dat;
  VARIABLE:   NAMES ARE y1-y8;
              CLASSES = c1 (3) c2 (2);
  ANALYSIS:   TYPE = MIXTURE;
  MODEL:
              %OVERALL%
              i1 s1 | y1@0 y2@1 y3@2 y4@3;
              i2 s2 | y5@0 y6@1 y7@2 y8@3;
              c2 ON c1 c1;
  MODEL c1:
              %c1#1%
              [i1 s1];

              %c1#2%
              [i1*1 s1];

              %c1#3%
              [i1*2 s1];
  MODEL c2:
              %c2#1%
              [i2 s2];

              %c2#2%
              [i2*-1 s2];
  OUTPUT:	TECH1 TECH8;



INPUT READING TERMINATED NORMALLY



this is an example of a sequential
process GMM for continuous outcomes with
two categorical latent variables

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         500

Number of dependent variables                                    8
Number of independent variables                                  0
Number of continuous latent variables                            4
Number of categorical latent variables                           2

Observed dependent variables

  Continuous
   Y1          Y2          Y3          Y4          Y5          Y6
   Y7          Y8

Continuous latent variables
   I1          S1          I2          S2

Categorical latent variables
   C1          C2


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-06
    Relative loglikelihood change                        0.100D-06
    Derivative                                           0.100D-05
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-05
  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-05
  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
Random Starts Specifications
  Number of initial stage random starts                         20
  Number of final stage optimizations                            4
  Number of initial stage iterations                            10
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0
Parameterization                                             LOGIT

Input data file(s)
  ex8.7.dat
Input data format  FREE


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:

           -6606.707  650371           14
           -6606.707  533738           11
           -6606.707  68985            17
           -6606.707  107446           12



THE BEST LOGLIKELIHOOD VALUE HAS BEEN REPLICATED.  RERUN WITH AT LEAST TWICE THE
RANDOM STARTS TO CHECK THAT THE BEST LOGLIKELIHOOD IS STILL OBTAINED AND REPLICATED.


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       33

Loglikelihood

          H0 Value                       -6606.707
          H0 Scaling Correction Factor      1.0087
            for MLR

Information Criteria

          Akaike (AIC)                   13279.414
          Bayesian (BIC)                 13418.496
          Sample-Size Adjusted BIC       13313.752
            (n* = (n + 2) / 24)



MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER

   C1  C2

  Latent Class Variable Patterns

         C1        C2
      Class     Class

         1         1
         1         2
         2         1
         2         2
         3         1
         3         2


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

  Latent Class
    Pattern

   1 1         59.62134          0.11924
   1 2         85.99257          0.17199
   2 1        132.23503          0.26447
   2 2         47.35642          0.09471
   3 1        138.22573          0.27645
   3 2         36.56891          0.07314


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

  Latent Class
    Variable    Class

    C1             1       145.61391          0.29123
                   2       179.59146          0.35918
                   3       174.79465          0.34959
    C2             1       330.08209          0.66016
                   2       169.91791          0.33984


LATENT TRANSITION PROBABILITIES BASED ON THE ESTIMATED MODEL

  C1 Classes (Rows) by C2 Classes (Columns)

            1        2

   1     0.409    0.591
   2     0.736    0.264
   3     0.791    0.209


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

  Latent Class
    Pattern

   1 1         59.62134          0.11924
   1 2         85.99257          0.17199
   2 1        132.23503          0.26447
   2 2         47.35642          0.09471
   3 1        138.22573          0.27645
   3 2         36.56891          0.07314


FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON ESTIMATED POSTERIOR PROBABILITIES

  Latent Class
    Variable    Class

    C1             1       145.61391          0.29123
                   2       179.59145          0.35918
                   3       174.79463          0.34959
    C2             1       330.08209          0.66016
                   2       169.91789          0.33984


CLASSIFICATION QUALITY

     Entropy                         0.721


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN

Class Counts and Proportions

  Latent Class
    Pattern

   1 1               51          0.10200
   1 2               90          0.18000
   2 1              145          0.29000
   2 2               41          0.08200
   3 1              136          0.27200
   3 2               37          0.07400


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

  Latent Class Variable Patterns

  Latent Class         C1        C2
   Pattern No.      Class     Class

         1             1         1
         2             1         2
         3             2         1
         4             2         2
         5             3         1
         6             3         2

           1        2        3        4        5        6

    1   0.778    0.070    0.147    0.005    0.000    0.000
    2   0.053    0.815    0.024    0.107    0.000    0.000
    3   0.102    0.018    0.757    0.038    0.082    0.003
    4   0.006    0.157    0.086    0.695    0.006    0.050
    5   0.000    0.000    0.065    0.003    0.899    0.033
    6   0.000    0.001    0.012    0.083    0.105    0.798


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP
FOR EACH LATENT CLASS VARIABLE

  Latent Class
    Variable    Class

    C1             1             141          0.28200
                   2             186          0.37200
                   3             173          0.34600
    C2             1             332          0.66400
                   2             168          0.33600


MODEL RESULTS

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

Latent Class Pattern 1 1

 I1       |
    Y1                 1.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 1.000      0.000    999.000    999.000
    Y4                 1.000      0.000    999.000    999.000

 S1       |
    Y1                 0.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 2.000      0.000    999.000    999.000
    Y4                 3.000      0.000    999.000    999.000

 I2       |
    Y5                 1.000      0.000    999.000    999.000
    Y6                 1.000      0.000    999.000    999.000
    Y7                 1.000      0.000    999.000    999.000
    Y8                 1.000      0.000    999.000    999.000

 S2       |
    Y5                 0.000      0.000    999.000    999.000
    Y6                 1.000      0.000    999.000    999.000
    Y7                 2.000      0.000    999.000    999.000
    Y8                 3.000      0.000    999.000    999.000

 S1       WITH
    I1                 0.022      0.052      0.422      0.673

 I2       WITH
    I1                 0.006      0.119      0.054      0.957
    S1                 0.069      0.045      1.522      0.128

 S2       WITH
    I1                -0.029      0.060     -0.488      0.625
    S1                -0.003      0.023     -0.114      0.909
    I2                -0.079      0.037     -2.140      0.032

 Means
    I1                 4.099      0.212     19.346      0.000
    S1                 1.458      0.062     23.620      0.000
    I2                -0.012      0.076     -0.151      0.880
    S2                -0.050      0.042     -1.186      0.236

 Intercepts
    Y1                 0.000      0.000    999.000    999.000
    Y2                 0.000      0.000    999.000    999.000
    Y3                 0.000      0.000    999.000    999.000
    Y4                 0.000      0.000    999.000    999.000
    Y5                 0.000      0.000    999.000    999.000
    Y6                 0.000      0.000    999.000    999.000
    Y7                 0.000      0.000    999.000    999.000
    Y8                 0.000      0.000    999.000    999.000

 Variances
    I1                 1.015      0.181      5.610      0.000
    S1                 0.221      0.036      6.164      0.000
    I2                 1.169      0.131      8.891      0.000
    S2                 0.241      0.031      7.774      0.000

 Residual Variances
    Y1                 0.579      0.068      8.469      0.000
    Y2                 0.460      0.042     10.962      0.000
    Y3                 0.500      0.050     10.012      0.000
    Y4                 0.401      0.083      4.841      0.000
    Y5                 0.367      0.060      6.075      0.000
    Y6                 0.483      0.039     12.260      0.000
    Y7                 0.560      0.051     11.011      0.000
    Y8                 0.446      0.086      5.178      0.000

Latent Class Pattern 1 2

 I1       |
    Y1                 1.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 1.000      0.000    999.000    999.000
    Y4                 1.000      0.000    999.000    999.000

 S1       |
    Y1                 0.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 2.000      0.000    999.000    999.000
    Y4                 3.000      0.000    999.000    999.000

 I2       |
    Y5                 1.000      0.000    999.000    999.000
    Y6                 1.000      0.000    999.000    999.000
    Y7                 1.000      0.000    999.000    999.000
    Y8                 1.000      0.000    999.000    999.000

 S2       |
    Y5                 0.000      0.000    999.000    999.000
    Y6                 1.000      0.000    999.000    999.000
    Y7                 2.000      0.000    999.000    999.000
    Y8                 3.000      0.000    999.000    999.000

 S1       WITH
    I1                 0.022      0.052      0.422      0.673

 I2       WITH
    I1                 0.006      0.119      0.054      0.957
    S1                 0.069      0.045      1.522      0.128

 S2       WITH
    I1                -0.029      0.060     -0.488      0.625
    S1                -0.003      0.023     -0.114      0.909
    I2                -0.079      0.037     -2.140      0.032

 Means
    I1                 4.099      0.212     19.346      0.000
    S1                 1.458      0.062     23.620      0.000
    I2                -2.061      0.135    -15.319      0.000
    S2                -1.070      0.048    -22.248      0.000

 Intercepts
    Y1                 0.000      0.000    999.000    999.000
    Y2                 0.000      0.000    999.000    999.000
    Y3                 0.000      0.000    999.000    999.000
    Y4                 0.000      0.000    999.000    999.000
    Y5                 0.000      0.000    999.000    999.000
    Y6                 0.000      0.000    999.000    999.000
    Y7                 0.000      0.000    999.000    999.000
    Y8                 0.000      0.000    999.000    999.000

 Variances
    I1                 1.015      0.181      5.610      0.000
    S1                 0.221      0.036      6.164      0.000
    I2                 1.169      0.131      8.891      0.000
    S2                 0.241      0.031      7.774      0.000

 Residual Variances
    Y1                 0.579      0.068      8.469      0.000
    Y2                 0.460      0.042     10.962      0.000
    Y3                 0.500      0.050     10.012      0.000
    Y4                 0.401      0.083      4.841      0.000
    Y5                 0.367      0.060      6.075      0.000
    Y6                 0.483      0.039     12.260      0.000
    Y7                 0.560      0.051     11.011      0.000
    Y8                 0.446      0.086      5.178      0.000

Latent Class Pattern 2 1

 I1       |
    Y1                 1.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 1.000      0.000    999.000    999.000
    Y4                 1.000      0.000    999.000    999.000

 S1       |
    Y1                 0.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 2.000      0.000    999.000    999.000
    Y4                 3.000      0.000    999.000    999.000

 I2       |
    Y5                 1.000      0.000    999.000    999.000
    Y6                 1.000      0.000    999.000    999.000
    Y7                 1.000      0.000    999.000    999.000
    Y8                 1.000      0.000    999.000    999.000

 S2       |
    Y5                 0.000      0.000    999.000    999.000
    Y6                 1.000      0.000    999.000    999.000
    Y7                 2.000      0.000    999.000    999.000
    Y8                 3.000      0.000    999.000    999.000

 S1       WITH
    I1                 0.022      0.052      0.422      0.673

 I2       WITH
    I1                 0.006      0.119      0.054      0.957
    S1                 0.069      0.045      1.522      0.128

 S2       WITH
    I1                -0.029      0.060     -0.488      0.625
    S1                -0.003      0.023     -0.114      0.909
    I2                -0.079      0.037     -2.140      0.032

 Means
    I1                 2.068      0.182     11.366      0.000
    S1                 1.017      0.080     12.699      0.000
    I2                -0.012      0.076     -0.151      0.880
    S2                -0.050      0.042     -1.186      0.236

 Intercepts
    Y1                 0.000      0.000    999.000    999.000
    Y2                 0.000      0.000    999.000    999.000
    Y3                 0.000      0.000    999.000    999.000
    Y4                 0.000      0.000    999.000    999.000
    Y5                 0.000      0.000    999.000    999.000
    Y6                 0.000      0.000    999.000    999.000
    Y7                 0.000      0.000    999.000    999.000
    Y8                 0.000      0.000    999.000    999.000

 Variances
    I1                 1.015      0.181      5.610      0.000
    S1                 0.221      0.036      6.164      0.000
    I2                 1.169      0.131      8.891      0.000
    S2                 0.241      0.031      7.774      0.000

 Residual Variances
    Y1                 0.579      0.068      8.469      0.000
    Y2                 0.460      0.042     10.962      0.000
    Y3                 0.500      0.050     10.012      0.000
    Y4                 0.401      0.083      4.841      0.000
    Y5                 0.367      0.060      6.075      0.000
    Y6                 0.483      0.039     12.260      0.000
    Y7                 0.560      0.051     11.011      0.000
    Y8                 0.446      0.086      5.178      0.000

Latent Class Pattern 2 2

 I1       |
    Y1                 1.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 1.000      0.000    999.000    999.000
    Y4                 1.000      0.000    999.000    999.000

 S1       |
    Y1                 0.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 2.000      0.000    999.000    999.000
    Y4                 3.000      0.000    999.000    999.000

 I2       |
    Y5                 1.000      0.000    999.000    999.000
    Y6                 1.000      0.000    999.000    999.000
    Y7                 1.000      0.000    999.000    999.000
    Y8                 1.000      0.000    999.000    999.000

 S2       |
    Y5                 0.000      0.000    999.000    999.000
    Y6                 1.000      0.000    999.000    999.000
    Y7                 2.000      0.000    999.000    999.000
    Y8                 3.000      0.000    999.000    999.000

 S1       WITH
    I1                 0.022      0.052      0.422      0.673

 I2       WITH
    I1                 0.006      0.119      0.054      0.957
    S1                 0.069      0.045      1.522      0.128

 S2       WITH
    I1                -0.029      0.060     -0.488      0.625
    S1                -0.003      0.023     -0.114      0.909
    I2                -0.079      0.037     -2.140      0.032

 Means
    I1                 2.068      0.182     11.366      0.000
    S1                 1.017      0.080     12.699      0.000
    I2                -2.061      0.135    -15.319      0.000
    S2                -1.070      0.048    -22.248      0.000

 Intercepts
    Y1                 0.000      0.000    999.000    999.000
    Y2                 0.000      0.000    999.000    999.000
    Y3                 0.000      0.000    999.000    999.000
    Y4                 0.000      0.000    999.000    999.000
    Y5                 0.000      0.000    999.000    999.000
    Y6                 0.000      0.000    999.000    999.000
    Y7                 0.000      0.000    999.000    999.000
    Y8                 0.000      0.000    999.000    999.000

 Variances
    I1                 1.015      0.181      5.610      0.000
    S1                 0.221      0.036      6.164      0.000
    I2                 1.169      0.131      8.891      0.000
    S2                 0.241      0.031      7.774      0.000

 Residual Variances
    Y1                 0.579      0.068      8.469      0.000
    Y2                 0.460      0.042     10.962      0.000
    Y3                 0.500      0.050     10.012      0.000
    Y4                 0.401      0.083      4.841      0.000
    Y5                 0.367      0.060      6.075      0.000
    Y6                 0.483      0.039     12.260      0.000
    Y7                 0.560      0.051     11.011      0.000
    Y8                 0.446      0.086      5.178      0.000

Latent Class Pattern 3 1

 I1       |
    Y1                 1.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 1.000      0.000    999.000    999.000
    Y4                 1.000      0.000    999.000    999.000

 S1       |
    Y1                 0.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 2.000      0.000    999.000    999.000
    Y4                 3.000      0.000    999.000    999.000

 I2       |
    Y5                 1.000      0.000    999.000    999.000
    Y6                 1.000      0.000    999.000    999.000
    Y7                 1.000      0.000    999.000    999.000
    Y8                 1.000      0.000    999.000    999.000

 S2       |
    Y5                 0.000      0.000    999.000    999.000
    Y6                 1.000      0.000    999.000    999.000
    Y7                 2.000      0.000    999.000    999.000
    Y8                 3.000      0.000    999.000    999.000

 S1       WITH
    I1                 0.022      0.052      0.422      0.673

 I2       WITH
    I1                 0.006      0.119      0.054      0.957
    S1                 0.069      0.045      1.522      0.128

 S2       WITH
    I1                -0.029      0.060     -0.488      0.625
    S1                -0.003      0.023     -0.114      0.909
    I2                -0.079      0.037     -2.140      0.032

 Means
    I1                -0.054      0.128     -0.424      0.672
    S1                 0.053      0.060      0.878      0.380
    I2                -0.012      0.076     -0.151      0.880
    S2                -0.050      0.042     -1.186      0.236

 Intercepts
    Y1                 0.000      0.000    999.000    999.000
    Y2                 0.000      0.000    999.000    999.000
    Y3                 0.000      0.000    999.000    999.000
    Y4                 0.000      0.000    999.000    999.000
    Y5                 0.000      0.000    999.000    999.000
    Y6                 0.000      0.000    999.000    999.000
    Y7                 0.000      0.000    999.000    999.000
    Y8                 0.000      0.000    999.000    999.000

 Variances
    I1                 1.015      0.181      5.610      0.000
    S1                 0.221      0.036      6.164      0.000
    I2                 1.169      0.131      8.891      0.000
    S2                 0.241      0.031      7.774      0.000

 Residual Variances
    Y1                 0.579      0.068      8.469      0.000
    Y2                 0.460      0.042     10.962      0.000
    Y3                 0.500      0.050     10.012      0.000
    Y4                 0.401      0.083      4.841      0.000
    Y5                 0.367      0.060      6.075      0.000
    Y6                 0.483      0.039     12.260      0.000
    Y7                 0.560      0.051     11.011      0.000
    Y8                 0.446      0.086      5.178      0.000

Latent Class Pattern 3 2

 I1       |
    Y1                 1.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 1.000      0.000    999.000    999.000
    Y4                 1.000      0.000    999.000    999.000

 S1       |
    Y1                 0.000      0.000    999.000    999.000
    Y2                 1.000      0.000    999.000    999.000
    Y3                 2.000      0.000    999.000    999.000
    Y4                 3.000      0.000    999.000    999.000

 I2       |
    Y5                 1.000      0.000    999.000    999.000
    Y6                 1.000      0.000    999.000    999.000
    Y7                 1.000      0.000    999.000    999.000
    Y8                 1.000      0.000    999.000    999.000

 S2       |
    Y5                 0.000      0.000    999.000    999.000
    Y6                 1.000      0.000    999.000    999.000
    Y7                 2.000      0.000    999.000    999.000
    Y8                 3.000      0.000    999.000    999.000

 S1       WITH
    I1                 0.022      0.052      0.422      0.673

 I2       WITH
    I1                 0.006      0.119      0.054      0.957
    S1                 0.069      0.045      1.522      0.128

 S2       WITH
    I1                -0.029      0.060     -0.488      0.625
    S1                -0.003      0.023     -0.114      0.909
    I2                -0.079      0.037     -2.140      0.032

 Means
    I1                -0.054      0.128     -0.424      0.672
    S1                 0.053      0.060      0.878      0.380
    I2                -2.061      0.135    -15.319      0.000
    S2                -1.070      0.048    -22.248      0.000

 Intercepts
    Y1                 0.000      0.000    999.000    999.000
    Y2                 0.000      0.000    999.000    999.000
    Y3                 0.000      0.000    999.000    999.000
    Y4                 0.000      0.000    999.000    999.000
    Y5                 0.000      0.000    999.000    999.000
    Y6                 0.000      0.000    999.000    999.000
    Y7                 0.000      0.000    999.000    999.000
    Y8                 0.000      0.000    999.000    999.000

 Variances
    I1                 1.015      0.181      5.610      0.000
    S1                 0.221      0.036      6.164      0.000
    I2                 1.169      0.131      8.891      0.000
    S2                 0.241      0.031      7.774      0.000

 Residual Variances
    Y1                 0.579      0.068      8.469      0.000
    Y2                 0.460      0.042     10.962      0.000
    Y3                 0.500      0.050     10.012      0.000
    Y4                 0.401      0.083      4.841      0.000
    Y5                 0.367      0.060      6.075      0.000
    Y6                 0.483      0.039     12.260      0.000
    Y7                 0.560      0.051     11.011      0.000
    Y8                 0.446      0.086      5.178      0.000

Categorical Latent Variables

 C2#1     ON
    C1#1              -1.696      0.430     -3.946      0.000
    C1#2              -0.303      0.480     -0.631      0.528

 Means
    C1#1              -0.183      0.209     -0.874      0.382
    C1#2               0.027      0.163      0.166      0.868
    C2#1               1.330      0.303      4.382      0.000


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.114E-03
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              I1            S1            I2            S2
              ________      ________      ________      ________
 Y1                 0             0             0             0
 Y2                 0             0             0             0
 Y3                 0             0             0             0
 Y4                 0             0             0             0
 Y5                 0             0             0             0
 Y6                 0             0             0             0
 Y7                 0             0             0             0
 Y8                 0             0             0             0


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1                 1
 Y2                 0             2
 Y3                 0             0             3
 Y4                 0             0             0             4
 Y5                 0             0             0             0             5
 Y6                 0             0             0             0             0
 Y7                 0             0             0             0             0
 Y8                 0             0             0             0             0


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6                 6
 Y7                 0             7
 Y8                 0             0             8


           ALPHA
              I1            S1            I2            S2
              ________      ________      ________      ________
 1                  9            10            11            12


           BETA
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1                 0             0             0             0
 S1                 0             0             0             0
 I2                 0             0             0             0
 S2                 0             0             0             0


           PSI
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1                13
 S1                14            15
 I2                16            17            18
 S2                19            20            21            22


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              I1            S1            I2            S2
              ________      ________      ________      ________
 Y1                 0             0             0             0
 Y2                 0             0             0             0
 Y3                 0             0             0             0
 Y4                 0             0             0             0
 Y5                 0             0             0             0
 Y6                 0             0             0             0
 Y7                 0             0             0             0
 Y8                 0             0             0             0


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1                 1
 Y2                 0             2
 Y3                 0             0             3
 Y4                 0             0             0             4
 Y5                 0             0             0             0             5
 Y6                 0             0             0             0             0
 Y7                 0             0             0             0             0
 Y8                 0             0             0             0             0


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6                 6
 Y7                 0             7
 Y8                 0             0             8


           ALPHA
              I1            S1            I2            S2
              ________      ________      ________      ________
 1                  9            10            23            24


           BETA
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1                 0             0             0             0
 S1                 0             0             0             0
 I2                 0             0             0             0
 S2                 0             0             0             0


           PSI
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1                13
 S1                14            15
 I2                16            17            18
 S2                19            20            21            22


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              I1            S1            I2            S2
              ________      ________      ________      ________
 Y1                 0             0             0             0
 Y2                 0             0             0             0
 Y3                 0             0             0             0
 Y4                 0             0             0             0
 Y5                 0             0             0             0
 Y6                 0             0             0             0
 Y7                 0             0             0             0
 Y8                 0             0             0             0


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1                 1
 Y2                 0             2
 Y3                 0             0             3
 Y4                 0             0             0             4
 Y5                 0             0             0             0             5
 Y6                 0             0             0             0             0
 Y7                 0             0             0             0             0
 Y8                 0             0             0             0             0


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6                 6
 Y7                 0             7
 Y8                 0             0             8


           ALPHA
              I1            S1            I2            S2
              ________      ________      ________      ________
 1                 25            26            11            12


           BETA
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1                 0             0             0             0
 S1                 0             0             0             0
 I2                 0             0             0             0
 S2                 0             0             0             0


           PSI
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1                13
 S1                14            15
 I2                16            17            18
 S2                19            20            21            22


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              I1            S1            I2            S2
              ________      ________      ________      ________
 Y1                 0             0             0             0
 Y2                 0             0             0             0
 Y3                 0             0             0             0
 Y4                 0             0             0             0
 Y5                 0             0             0             0
 Y6                 0             0             0             0
 Y7                 0             0             0             0
 Y8                 0             0             0             0


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1                 1
 Y2                 0             2
 Y3                 0             0             3
 Y4                 0             0             0             4
 Y5                 0             0             0             0             5
 Y6                 0             0             0             0             0
 Y7                 0             0             0             0             0
 Y8                 0             0             0             0             0


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6                 6
 Y7                 0             7
 Y8                 0             0             8


           ALPHA
              I1            S1            I2            S2
              ________      ________      ________      ________
 1                 25            26            23            24


           BETA
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1                 0             0             0             0
 S1                 0             0             0             0
 I2                 0             0             0             0
 S2                 0             0             0             0


           PSI
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1                13
 S1                14            15
 I2                16            17            18
 S2                19            20            21            22


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 3 1


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              I1            S1            I2            S2
              ________      ________      ________      ________
 Y1                 0             0             0             0
 Y2                 0             0             0             0
 Y3                 0             0             0             0
 Y4                 0             0             0             0
 Y5                 0             0             0             0
 Y6                 0             0             0             0
 Y7                 0             0             0             0
 Y8                 0             0             0             0


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1                 1
 Y2                 0             2
 Y3                 0             0             3
 Y4                 0             0             0             4
 Y5                 0             0             0             0             5
 Y6                 0             0             0             0             0
 Y7                 0             0             0             0             0
 Y8                 0             0             0             0             0


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6                 6
 Y7                 0             7
 Y8                 0             0             8


           ALPHA
              I1            S1            I2            S2
              ________      ________      ________      ________
 1                 27            28            11            12


           BETA
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1                 0             0             0             0
 S1                 0             0             0             0
 I2                 0             0             0             0
 S2                 0             0             0             0


           PSI
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1                13
 S1                14            15
 I2                16            17            18
 S2                19            20            21            22


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 3 2


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1                  0             0             0


           LAMBDA
              I1            S1            I2            S2
              ________      ________      ________      ________
 Y1                 0             0             0             0
 Y2                 0             0             0             0
 Y3                 0             0             0             0
 Y4                 0             0             0             0
 Y5                 0             0             0             0
 Y6                 0             0             0             0
 Y7                 0             0             0             0
 Y8                 0             0             0             0


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1                 1
 Y2                 0             2
 Y3                 0             0             3
 Y4                 0             0             0             4
 Y5                 0             0             0             0             5
 Y6                 0             0             0             0             0
 Y7                 0             0             0             0             0
 Y8                 0             0             0             0             0


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6                 6
 Y7                 0             7
 Y8                 0             0             8


           ALPHA
              I1            S1            I2            S2
              ________      ________      ________      ________
 1                 27            28            23            24


           BETA
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1                 0             0             0             0
 S1                 0             0             0             0
 I2                 0             0             0             0
 S2                 0             0             0             0


           PSI
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1                13
 S1                14            15
 I2                16            17            18
 S2                19            20            21            22


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C1#1          C1#2          C1#3          C2#1          C2#2
              ________      ________      ________      ________      ________
 1                 29            30             0            31             0


           BETA(C)
              C1#1          C1#2          C1#3
              ________      ________      ________
 C2#1              32            33             0
 C2#2               0             0             0


     STARTING VALUES FOR LATENT CLASS PATTERN 1 1


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              I1            S1            I2            S2
              ________      ________      ________      ________
 Y1             1.000         0.000         0.000         0.000
 Y2             1.000         1.000         0.000         0.000
 Y3             1.000         2.000         0.000         0.000
 Y4             1.000         3.000         0.000         0.000
 Y5             0.000         0.000         1.000         0.000
 Y6             0.000         0.000         1.000         1.000
 Y7             0.000         0.000         1.000         2.000
 Y8             0.000         0.000         1.000         3.000


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             2.160
 Y2             0.000         3.412
 Y3             0.000         0.000         5.207
 Y4             0.000         0.000         0.000         7.522
 Y5             0.000         0.000         0.000         0.000         1.238
 Y6             0.000         0.000         0.000         0.000         0.000
 Y7             0.000         0.000         0.000         0.000         0.000
 Y8             0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6             1.951
 Y7             0.000         3.105
 Y8             0.000         0.000         4.578


           ALPHA
              I1            S1            I2            S2
              ________      ________      ________      ________
 1              1.918         0.808        -0.707        -0.396


           BETA
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1             0.000         0.000         0.000         0.000
 S1             0.000         0.000         0.000         0.000
 I2             0.000         0.000         0.000         0.000
 S2             0.000         0.000         0.000         0.000


           PSI
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1             4.150
 S1             0.000         0.659
 I2             0.000         0.000         2.406
 S2             0.000         0.000         0.000         0.557


     STARTING VALUES FOR LATENT CLASS PATTERN 1 2


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              I1            S1            I2            S2
              ________      ________      ________      ________
 Y1             1.000         0.000         0.000         0.000
 Y2             1.000         1.000         0.000         0.000
 Y3             1.000         2.000         0.000         0.000
 Y4             1.000         3.000         0.000         0.000
 Y5             0.000         0.000         1.000         0.000
 Y6             0.000         0.000         1.000         1.000
 Y7             0.000         0.000         1.000         2.000
 Y8             0.000         0.000         1.000         3.000


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             2.160
 Y2             0.000         3.412
 Y3             0.000         0.000         5.207
 Y4             0.000         0.000         0.000         7.522
 Y5             0.000         0.000         0.000         0.000         1.238
 Y6             0.000         0.000         0.000         0.000         0.000
 Y7             0.000         0.000         0.000         0.000         0.000
 Y8             0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6             1.951
 Y7             0.000         3.105
 Y8             0.000         0.000         4.578


           ALPHA
              I1            S1            I2            S2
              ________      ________      ________      ________
 1              1.918         0.808        -1.000        -0.396


           BETA
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1             0.000         0.000         0.000         0.000
 S1             0.000         0.000         0.000         0.000
 I2             0.000         0.000         0.000         0.000
 S2             0.000         0.000         0.000         0.000


           PSI
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1             4.150
 S1             0.000         0.659
 I2             0.000         0.000         2.406
 S2             0.000         0.000         0.000         0.557


     STARTING VALUES FOR LATENT CLASS PATTERN 2 1


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              I1            S1            I2            S2
              ________      ________      ________      ________
 Y1             1.000         0.000         0.000         0.000
 Y2             1.000         1.000         0.000         0.000
 Y3             1.000         2.000         0.000         0.000
 Y4             1.000         3.000         0.000         0.000
 Y5             0.000         0.000         1.000         0.000
 Y6             0.000         0.000         1.000         1.000
 Y7             0.000         0.000         1.000         2.000
 Y8             0.000         0.000         1.000         3.000


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             2.160
 Y2             0.000         3.412
 Y3             0.000         0.000         5.207
 Y4             0.000         0.000         0.000         7.522
 Y5             0.000         0.000         0.000         0.000         1.238
 Y6             0.000         0.000         0.000         0.000         0.000
 Y7             0.000         0.000         0.000         0.000         0.000
 Y8             0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6             1.951
 Y7             0.000         3.105
 Y8             0.000         0.000         4.578


           ALPHA
              I1            S1            I2            S2
              ________      ________      ________      ________
 1              1.000         0.808        -0.707        -0.396


           BETA
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1             0.000         0.000         0.000         0.000
 S1             0.000         0.000         0.000         0.000
 I2             0.000         0.000         0.000         0.000
 S2             0.000         0.000         0.000         0.000


           PSI
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1             4.150
 S1             0.000         0.659
 I2             0.000         0.000         2.406
 S2             0.000         0.000         0.000         0.557


     STARTING VALUES FOR LATENT CLASS PATTERN 2 2


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              I1            S1            I2            S2
              ________      ________      ________      ________
 Y1             1.000         0.000         0.000         0.000
 Y2             1.000         1.000         0.000         0.000
 Y3             1.000         2.000         0.000         0.000
 Y4             1.000         3.000         0.000         0.000
 Y5             0.000         0.000         1.000         0.000
 Y6             0.000         0.000         1.000         1.000
 Y7             0.000         0.000         1.000         2.000
 Y8             0.000         0.000         1.000         3.000


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             2.160
 Y2             0.000         3.412
 Y3             0.000         0.000         5.207
 Y4             0.000         0.000         0.000         7.522
 Y5             0.000         0.000         0.000         0.000         1.238
 Y6             0.000         0.000         0.000         0.000         0.000
 Y7             0.000         0.000         0.000         0.000         0.000
 Y8             0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6             1.951
 Y7             0.000         3.105
 Y8             0.000         0.000         4.578


           ALPHA
              I1            S1            I2            S2
              ________      ________      ________      ________
 1              1.000         0.808        -1.000        -0.396


           BETA
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1             0.000         0.000         0.000         0.000
 S1             0.000         0.000         0.000         0.000
 I2             0.000         0.000         0.000         0.000
 S2             0.000         0.000         0.000         0.000


           PSI
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1             4.150
 S1             0.000         0.659
 I2             0.000         0.000         2.406
 S2             0.000         0.000         0.000         0.557


     STARTING VALUES FOR LATENT CLASS PATTERN 3 1


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              I1            S1            I2            S2
              ________      ________      ________      ________
 Y1             1.000         0.000         0.000         0.000
 Y2             1.000         1.000         0.000         0.000
 Y3             1.000         2.000         0.000         0.000
 Y4             1.000         3.000         0.000         0.000
 Y5             0.000         0.000         1.000         0.000
 Y6             0.000         0.000         1.000         1.000
 Y7             0.000         0.000         1.000         2.000
 Y8             0.000         0.000         1.000         3.000


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             2.160
 Y2             0.000         3.412
 Y3             0.000         0.000         5.207
 Y4             0.000         0.000         0.000         7.522
 Y5             0.000         0.000         0.000         0.000         1.238
 Y6             0.000         0.000         0.000         0.000         0.000
 Y7             0.000         0.000         0.000         0.000         0.000
 Y8             0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6             1.951
 Y7             0.000         3.105
 Y8             0.000         0.000         4.578


           ALPHA
              I1            S1            I2            S2
              ________      ________      ________      ________
 1              2.000         0.808        -0.707        -0.396


           BETA
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1             0.000         0.000         0.000         0.000
 S1             0.000         0.000         0.000         0.000
 I2             0.000         0.000         0.000         0.000
 S2             0.000         0.000         0.000         0.000


           PSI
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1             4.150
 S1             0.000         0.659
 I2             0.000         0.000         2.406
 S2             0.000         0.000         0.000         0.557


     STARTING VALUES FOR LATENT CLASS PATTERN 3 2


           NU
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1              0.000         0.000         0.000


           LAMBDA
              I1            S1            I2            S2
              ________      ________      ________      ________
 Y1             1.000         0.000         0.000         0.000
 Y2             1.000         1.000         0.000         0.000
 Y3             1.000         2.000         0.000         0.000
 Y4             1.000         3.000         0.000         0.000
 Y5             0.000         0.000         1.000         0.000
 Y6             0.000         0.000         1.000         1.000
 Y7             0.000         0.000         1.000         2.000
 Y8             0.000         0.000         1.000         3.000


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             2.160
 Y2             0.000         3.412
 Y3             0.000         0.000         5.207
 Y4             0.000         0.000         0.000         7.522
 Y5             0.000         0.000         0.000         0.000         1.238
 Y6             0.000         0.000         0.000         0.000         0.000
 Y7             0.000         0.000         0.000         0.000         0.000
 Y8             0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6             1.951
 Y7             0.000         3.105
 Y8             0.000         0.000         4.578


           ALPHA
              I1            S1            I2            S2
              ________      ________      ________      ________
 1              2.000         0.808        -1.000        -0.396


           BETA
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1             0.000         0.000         0.000         0.000
 S1             0.000         0.000         0.000         0.000
 I2             0.000         0.000         0.000         0.000
 S2             0.000         0.000         0.000         0.000


           PSI
              I1            S1            I2            S2
              ________      ________      ________      ________
 I1             4.150
 S1             0.000         0.659
 I2             0.000         0.000         2.406
 S2             0.000         0.000         0.000         0.557


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C1#1          C1#2          C1#3          C2#1          C2#2
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           BETA(C)
              C1#1          C1#2          C1#3
              ________      ________      ________
 C2#1           0.000         0.000         0.000
 C2#2           0.000         0.000         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 -0.80670592D+04    0.0000000    0.0000000     84.971    84.079    EM
                                                     81.436    79.821
                                                     85.255    84.437
     2 -0.66703188D+04 1396.7404671    0.1731412     84.955    84.061    EM
                                                     81.470    79.839
                                                     85.246    84.430
     3 -0.66702977D+04    0.0210492    0.0000032     84.956    84.051    EM
                                                     81.473    79.844
                                                     85.249    84.426


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10597077D+05    0.0000000    0.0000000    260.908    24.865    EM
                                                    204.528     0.162
                                                      9.256     0.279
     2 -0.66917240D+04 3905.3525153    0.3685311    184.587     0.000    EM
                                                    265.266    12.298
                                                     37.016     0.833
     3 -0.66695106D+04   22.2134172    0.0033195    186.272     0.000    EM
                                                    263.179    12.326
                                                     37.398     0.825
     4 -0.66693462D+04    0.1644045    0.0000247    186.661     0.000    EM
                                                    262.714    12.372
                                                     37.442     0.811


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13013473D+05    0.0000000    0.0000000    169.889     0.187    EM
                                                     44.384    24.724
                                                    256.430     4.386
     2 -0.66751485D+04 6338.3240480    0.4870586    172.720     0.166    EM
                                                     42.098    18.889
                                                    260.566     5.561
     3 -0.66639858D+04   11.1627380    0.0016723    174.309     0.159    EM
                                                     39.883    15.408
                                                    263.745     6.496
     4 -0.66597985D+04    4.1873100    0.0006283    175.563     0.156    EM
                                                     38.015    12.955
                                                    266.075     7.237
     5 -0.66573605D+04    2.4379710    0.0003661    176.701     0.152    EM
                                                     36.534    11.103
                                                    267.556     7.954
     6 -0.66557472D+04    1.6133333    0.0002423    177.771     0.148    EM
                                                     35.404     9.662
                                                    268.315     8.700
     7 -0.66546438D+04    1.1033345    0.0001658    178.766     0.143    EM
                                                     34.567     8.525
                                                    268.497     9.502
     8 -0.66538754D+04    0.7684405    0.0001155    179.672     0.138    EM
                                                     33.962     7.616
                                                    268.233    10.379


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11809525D+05    0.0000000    0.0000000     35.146     2.987    EM
                                                     63.410     4.566
                                                    212.688   181.202
     2 -0.66942562D+04 5115.2690733    0.4331477     33.278     3.767    EM
                                                     71.685     4.788
                                                    194.231   192.252
     3 -0.66760478D+04   18.2084207    0.0027200     31.268     4.255    EM
                                                     74.691     4.568
                                                    184.358   200.860
     4 -0.66708914D+04    5.1563485    0.0007724     30.083     4.529    EM
                                                     76.896     4.429
                                                    176.767   207.295
     5 -0.66687814D+04    2.1100450    0.0003163     29.281     4.723    EM
                                                     78.650     4.325
                                                    170.566   212.455
     6 -0.66676944D+04    1.0869756    0.0001630     28.669     4.878    EM
                                                     80.172     4.239
                                                    165.254   216.787
     7 -0.66670358D+04    0.6585638    0.0000988     28.159     5.014    EM
                                                     81.571     4.162
                                                    160.541   220.553


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15245926D+05    0.0000000    0.0000000      3.116   384.624    EM
                                                     42.228    45.731
                                                      3.284    21.017
     2 -0.66812712D+04 8564.6545275    0.5617668      3.315   383.778    EM
                                                     37.731    52.200
                                                      3.575    19.401
     3 -0.66706055D+04   10.6656821    0.0015964      3.355   382.425    EM
                                                     36.815    54.985
                                                      3.680    18.739
     4 -0.66683311D+04    2.2744620    0.0003410      3.350   380.992    EM
                                                     36.683    56.848
                                                      3.746    18.382
     5 -0.66674183D+04    0.9127416    0.0001369      3.328   379.532    EM
                                                     36.809    58.355
                                                      3.812    18.163


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11039908D+05    0.0000000    0.0000000    347.623    34.595    EM
                                                     22.635     0.137
                                                     94.820     0.189
     2 -0.66762017D+04 4363.7067029    0.3952666    347.502    36.510    EM
                                                     21.721     0.127
                                                     93.899     0.240
     3 -0.66722358D+04    3.9659677    0.0005940    346.785    38.499    EM
                                                     21.169     0.138
                                                     93.111     0.297
     4 -0.66710468D+04    1.1889990    0.0001782    345.826    40.578    EM
                                                     20.736     0.155
                                                     92.353     0.352
     5 -0.66703062D+04    0.7405299    0.0001110    344.713    42.757    EM
                                                     20.358     0.177
                                                     91.586     0.408


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12382528D+05    0.0000000    0.0000000    307.034     3.568    EM
                                                     57.766     7.778
                                                    106.998    16.855
     2 -0.66759561D+04 5706.5715707    0.4608568    299.889     3.046    EM
                                                     61.612     7.217
                                                    112.200    16.035
     3 -0.66633796D+04   12.5764826    0.0018838    294.711     2.847    EM
                                                     64.283     7.186
                                                    114.862    16.111
     4 -0.66588825D+04    4.4971757    0.0006749    290.603     2.705    EM
                                                     66.344     7.271
                                                    116.622    16.456
     5 -0.66559094D+04    2.9730182    0.0004465    287.221     2.584    EM
                                                     67.924     7.428
                                                    117.871    16.972
     6 -0.66536021D+04    2.3073725    0.0003467    284.452     2.469    EM
                                                     69.088     7.634
                                                    118.734    17.623
     7 -0.66518698D+04    1.7322127    0.0002603    282.233     2.355    EM
                                                     69.885     7.881
                                                    119.255    18.391
     8 -0.66506719D+04    1.1979631    0.0001801    280.493     2.239    EM
                                                     70.372     8.167
                                                    119.460    19.269
     9 -0.66498875D+04    0.7843598    0.0001179    279.145     2.122    EM
                                                     70.613     8.493
                                                    119.379    20.248


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11579286D+05    0.0000000    0.0000000      0.463     0.017    EM
                                                    384.154    36.445
                                                     39.749    39.173
     2 -0.66868045D+04 4892.4813183    0.4225201      0.605     0.017    EM
                                                    375.767    39.568
                                                     46.810    37.233
     3 -0.66754006D+04   11.4039826    0.0017054      0.760     0.019    EM
                                                    369.908    40.952
                                                     50.976    37.385
     4 -0.66725011D+04    2.8994976    0.0004344      0.910     0.021    EM
                                                    365.199    41.641
                                                     54.101    38.128
     5 -0.66711311D+04    1.3699865    0.0002053      1.060     0.023    EM
                                                    361.033    42.053
                                                     56.750    39.081
     6 -0.66702986D+04    0.8324830    0.0001248      1.212     0.026    EM
                                                    357.176    42.315
                                                     59.142    40.130


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11743447D+05    0.0000000    0.0000000      3.856   359.406    EM
                                                      0.004     0.439
                                                      4.260   132.035
     2 -0.66745548D+04 5068.8921591    0.4316358      2.553   351.244    EM
                                                      0.003     0.506
                                                      3.917   141.777
     3 -0.66668480D+04    7.7068186    0.0011547      2.353   343.294    EM
                                                      0.004     0.571
                                                      4.127   149.652
     4 -0.66642787D+04    2.5693580    0.0003854      2.188   336.108    EM
                                                      0.004     0.635
                                                      4.394   156.672
     5 -0.66625314D+04    1.7472365    0.0002622      2.064   329.315    EM
                                                      0.005     0.701
                                                      4.714   163.202
     6 -0.66609355D+04    1.5959198    0.0002395      1.956   322.827    EM
                                                      0.005     0.771
                                                      5.084   169.356
     7 -0.66593624D+04    1.5731116    0.0002362      1.854   316.672    EM
                                                      0.006     0.844
                                                      5.509   175.116
     8 -0.66578185D+04    1.5438506    0.0002318      1.752   310.941    EM
                                                      0.006     0.919
                                                      5.992   180.391
     9 -0.66563678D+04    1.4507480    0.0002179      1.648   305.753    EM
                                                      0.007     0.993
                                                      6.536   185.062
    10 -0.66550943D+04    1.2735131    0.0001913      1.543   301.216    EM
                                                      0.008     1.068
                                                      7.144   189.020


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12392382D+05    0.0000000    0.0000000      1.022     0.038    EM
                                                     20.757     0.074
                                                    444.782    33.327
     2 -0.66765287D+04 5715.8530872    0.4612393      0.958     0.036    EM
                                                     19.237     0.063
                                                    443.913    35.793
     3 -0.66708699D+04    5.6587655    0.0008476      0.927     0.035    EM
                                                     18.500     0.066
                                                    442.022    38.450
     4 -0.66696260D+04    1.2438754    0.0001865      0.907     0.034    EM
                                                     17.955     0.074
                                                    439.843    41.188
     5 -0.66689594D+04    0.6666332    0.0001000      0.891     0.034    EM
                                                     17.503     0.082
                                                    437.460    44.030


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12985894D+05    0.0000000    0.0000000      0.063     0.009    EM
                                                    203.864     0.603
                                                    271.376    24.085
     2 -0.66738345D+04 6312.0597252    0.4860705      0.048     0.007    EM
                                                    203.500     0.602
                                                    271.738    24.105
     3 -0.66703731D+04    3.4614563    0.0005187      0.046     0.007    EM
                                                    202.701     0.636
                                                    271.863    24.748
     4 -0.66695541D+04    0.8190372    0.0001228      0.045     0.007    EM
                                                    201.802     0.675
                                                    271.796    25.675


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13638436D+05    0.0000000    0.0000000    124.533   110.448    EM
                                                    119.967    12.809
                                                     69.343    62.901
     2 -0.66475897D+04 6990.8463224    0.5125842    125.027    99.128    EM
                                                    127.900    18.569
                                                     67.826    61.550
     3 -0.66361778D+04   11.4118890    0.0017167    123.579    90.076    EM
                                                    135.843    23.104
                                                     65.251    62.146
     4 -0.66307237D+04    5.4541410    0.0008219    121.435    82.459    EM
                                                    143.336    26.554
                                                     62.453    63.763
     5 -0.66262258D+04    4.4979215    0.0006783    119.305    75.659    EM
                                                    149.689    29.704
                                                     59.783    65.860
     6 -0.66220472D+04    4.1785363    0.0006306    117.568    69.571    EM
                                                    154.748    32.600
                                                     57.321    68.192
     7 -0.66182917D+04    3.7555239    0.0005671    116.482    64.228    EM
                                                    158.467    35.160
                                                     55.073    70.590
     8 -0.66152373D+04    3.0544397    0.0004615    116.166    59.668    EM
                                                    160.910    37.300
                                                     53.028    72.927
     9 -0.66130297D+04    2.2075676    0.0003337    116.574    55.883    EM
                                                    162.258    38.985
                                                     51.190    75.110
    10 -0.66115772D+04    1.4524606    0.0002196    117.538    52.808    EM
                                                    162.755    40.239
                                                     49.574    77.085


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12353169D+05    0.0000000    0.0000000    143.913   123.453    EM
                                                    192.276    21.383
                                                     17.619     1.357
     2 -0.66534757D+04 5699.6929861    0.4613952    145.686   124.724    EM
                                                    182.553    27.990
                                                     17.106     1.941
     3 -0.66395914D+04   13.8842923    0.0020868    145.273   126.718    EM
                                                    175.861    32.755
                                                     16.896     2.498
     4 -0.66316223D+04    7.9690794    0.0012002    144.347   128.470    EM
                                                    171.771    35.534
                                                     16.939     2.938
     5 -0.66248597D+04    6.7625573    0.0010197    143.866   129.183    EM
                                                    169.111    37.368
                                                     17.069     3.402
     6 -0.66196135D+04    5.2462546    0.0007919    143.962   128.938    EM
                                                    167.423    38.522
                                                     17.206     3.950
     7 -0.66163479D+04    3.2655660    0.0004933    144.337   128.212    EM
                                                    166.392    39.141
                                                     17.305     4.612
     8 -0.66146682D+04    1.6797291    0.0002539    144.674   127.427    EM
                                                    165.817    39.343
                                                     17.356     5.383
     9 -0.66138438D+04    0.8244197    0.0001246    144.822   126.769    EM
                                                    165.565    39.244
                                                     17.368     6.231


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14694074D+05    0.0000000    0.0000000    174.657     3.410    EM
                                                      6.202     8.535
                                                    251.222    55.974
     2 -0.66722870D+04 8021.7870005    0.5459199    167.177    14.486    EM
                                                      6.078     9.746
                                                    254.366    48.147
     3 -0.66590748D+04   13.2121944    0.0019802    164.260    19.101    EM
                                                      6.282    10.990
                                                    256.284    43.083
     4 -0.66551921D+04    3.8827393    0.0005831    161.678    22.892    EM
                                                      6.546    12.032
                                                    257.423    39.428
     5 -0.66533993D+04    1.7928150    0.0002694    159.222    26.237    EM
                                                      6.823    12.937
                                                    258.159    36.622
     6 -0.66523183D+04    1.0809028    0.0001625    156.771    29.333    EM
                                                      7.102    13.743
                                                    258.717    34.334
     7 -0.66515605D+04    0.7578439    0.0001139    154.281    32.267    EM
                                                      7.380    14.474
                                                    259.196    32.402


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17976525D+05    0.0000000    0.0000000     91.598    82.383    EM
                                                    167.126    58.419
                                                     84.493    15.981
     2 -0.66616398D+04 ************    0.6294256     85.541    86.396    EM
                                                    160.543    57.383
                                                     91.121    19.016
     3 -0.66450425D+04   16.5973598    0.0024915     81.010    89.318    EM
                                                    156.183    54.878
                                                     97.090    21.521
     4 -0.66383896D+04    6.6528504    0.0010012     77.467    91.734    EM
                                                    152.854    51.629
                                                    102.454    23.862
     5 -0.66342650D+04    4.1246182    0.0006213     74.629    93.951    EM
                                                    149.889    48.009
                                                    107.349    26.172
     6 -0.66308495D+04    3.4155395    0.0005148     72.419    96.067    EM
                                                    146.953    44.247
                                                    111.834    28.479
     7 -0.66275967D+04    3.2527929    0.0004906     70.832    98.061    EM
                                                    143.863    40.526
                                                    115.951    30.766
     8 -0.66243767D+04    3.2199713    0.0004858     69.856    99.866    EM
                                                    140.529    37.019
                                                    119.755    32.974
     9 -0.66212193D+04    3.1574452    0.0004766     69.423   101.408    EM
                                                    136.951    33.883
                                                    123.308    35.027
    10 -0.66182250D+04    2.9942624    0.0004522     69.415   102.624    EM
                                                    133.224    31.238
                                                    126.650    36.848


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13970985D+05    0.0000000    0.0000000    431.882     5.410    EM
                                                      3.371     9.987
                                                     39.570     9.781
     2 -0.66857094D+04 7285.2754421    0.5214575    432.979     5.829    EM
                                                      3.649     8.688
                                                     38.351    10.504
     3 -0.66752285D+04   10.4808468    0.0015676    432.949     6.179    EM
                                                      3.816     8.362
                                                     37.666    11.029
     4 -0.66724581D+04    2.7704025    0.0004150    432.550     6.494    EM
                                                      3.890     8.278
                                                     37.202    11.586
     5 -0.66712570D+04    1.2010828    0.0001800    431.922     6.798    EM
                                                      3.932     8.318
                                                     36.846    12.184
     6 -0.66706018D+04    0.6552469    0.0000982    431.127     7.102    EM
                                                      3.955     8.453
                                                     36.555    12.808


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13316577D+05    0.0000000    0.0000000    248.973    33.685    EM
                                                     79.695    92.151
                                                     44.191     1.306
     2 -0.66729512D+04 6643.6259582    0.4988989    239.690    37.768    EM
                                                     76.197   101.341
                                                     43.623     1.380
     3 -0.66555407D+04   17.4104841    0.0026091    234.114    40.313    EM
                                                     72.791   108.380
                                                     42.960     1.442
     4 -0.66501881D+04    5.3525879    0.0008042    230.577    41.996    EM
                                                     69.648   113.942
                                                     42.349     1.488
     5 -0.66476380D+04    2.5500721    0.0003835    228.082    43.277    EM
                                                     66.776   118.571
                                                     41.775     1.519
     6 -0.66461127D+04    1.5252793    0.0002294    226.157    44.327    EM
                                                     64.177   122.590
                                                     41.209     1.540
     7 -0.66450860D+04    1.0267082    0.0001545    224.541    45.254    EM
                                                     61.854   126.171
                                                     40.630     1.550
     8 -0.66443539D+04    0.7321651    0.0001102    223.091    46.132    EM
                                                     59.797   129.402
                                                     40.027     1.553


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13860145D+05    0.0000000    0.0000000    134.529   339.856    EM
                                                     22.261     3.293
                                                      0.019     0.042
     2 -0.66461357D+04 7214.0092246    0.5204858    135.348   337.305    EM
                                                     24.681     2.607
                                                      0.017     0.042
     3 -0.66424176D+04    3.7180438    0.0005594    135.182   335.123    EM
                                                     27.358     2.276
                                                      0.017     0.044
     4 -0.66409587D+04    1.4589048    0.0002196    134.361   333.371    EM
                                                     30.167     2.037
                                                      0.018     0.046
     5 -0.66401172D+04    0.8415713    0.0001267    133.044   331.999    EM
                                                     33.042     1.849
                                                      0.018     0.048


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13700547D+05    0.0000000    0.0000000    153.816     3.260    EM
                                                    331.288     5.563
                                                      6.070     0.003
     2 -0.71111917D+04 6589.3555059    0.4809556    303.730     3.193    EM
                                                    180.559     0.914
                                                     10.996     0.607
     3 -0.66704835D+04  440.7081952    0.0619739    287.932     3.213    EM
                                                    197.567     0.871
                                                      9.993     0.424
     4 -0.66646096D+04    5.8738898    0.0008806    275.059     3.246    EM
                                                    210.518     0.836
                                                      9.976     0.365
     5 -0.66615064D+04    3.1032366    0.0004656    264.180     3.292    EM
                                                    221.222     0.800
                                                     10.176     0.330
     6 -0.66592903D+04    2.2160346    0.0003327    254.810     3.355    EM
                                                    230.322     0.764
                                                     10.445     0.305
     7 -0.66575259D+04    1.7644408    0.0002650    246.755     3.442    EM
                                                    238.076     0.725
                                                     10.719     0.284
     8 -0.66561096D+04    1.4163550    0.0002127    239.902     3.560    EM
                                                    244.619     0.684
                                                     10.970     0.265
     9 -0.66550147D+04    1.0948963    0.0001645    234.151     3.713    EM
                                                    250.058     0.642
                                                     11.189     0.247
    10 -0.66542107D+04    0.8039325    0.0001208    229.379     3.907    EM
                                                    254.512     0.598
                                                     11.374     0.229


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10675952D+05    0.0000000    0.0000000     22.205     2.626    EM
                                                     69.015     0.057
                                                    387.272    18.825
     2 -0.67082134D+04 3967.7389690    0.3716520     33.647     2.256    EM
                                                    114.334     5.442
                                                    305.307    39.015
     3 -0.66721183D+04   36.0951203    0.0053807     34.511     2.452    EM
                                                    117.770     7.178
                                                    297.811    40.278
     4 -0.66690378D+04    3.0805575    0.0004617     35.590     2.527    EM
                                                    119.430     8.812
                                                    292.256    41.385
     5 -0.66675476D+04    1.4901798    0.0002234     36.585     2.645    EM
                                                    120.894    10.364
                                                    286.588    42.924
     6 -0.66664610D+04    1.0865815    0.0001630     37.552     2.777    EM
                                                    122.071    12.012
                                                    280.890    44.698
     7 -0.66654939D+04    0.9671136    0.0001451     38.518     2.914    EM
                                                    122.920    13.863
                                                    275.165    46.620


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12121078D+05    0.0000000    0.0000000     37.536   296.659    EM
                                                     37.088    17.503
                                                     10.481   100.734
     2 -0.66696844D+04 5451.3937945    0.4497450     35.458   288.892    EM
                                                     39.864    17.715
                                                     12.426   105.644
     3 -0.66632345D+04    6.4498502    0.0009670     34.443   281.747    EM
                                                     42.205    17.918
                                                     13.812   109.875
     4 -0.66602324D+04    3.0021365    0.0004506     33.870   275.215    EM
                                                     44.371    18.089
                                                     14.880   113.575
     5 -0.66577403D+04    2.4921359    0.0003742     33.474   269.318    EM
                                                     46.504    18.220
                                                     15.831   116.652
     6 -0.66553567D+04    2.3835236    0.0003580     33.156   264.149    EM
                                                     48.666    18.301
                                                     16.725   119.003
     7 -0.66531511D+04    2.2056218    0.0003314     32.894   259.803    EM
                                                     50.860    18.318
                                                     17.575   120.551
     8 -0.66512948D+04    1.8563373    0.0002790     32.691   256.324    EM
                                                     53.063    18.264
                                                     18.373   121.285
     9 -0.66499032D+04    1.3916050    0.0002092     32.559   253.661    EM
                                                     55.247    18.137
                                                     19.114   121.281
    10 -0.66489601D+04    0.9431185    0.0001418     32.508   251.682    EM
                                                     57.389    17.946
                                                     19.797   120.678


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


    10 -0.66115772D+04    1.4524606    0.0002196    117.538    52.808    EM
                                                    162.755    40.239
                                                     49.574    77.085
    11 -0.66106606D+04    0.9166029    0.0001386    118.848    50.349    EM
                                                    162.647    41.128
                                                     48.203    78.824
    12 -0.66100764D+04    0.5841914    0.0000884    120.312    48.405    EM
                                                    162.144    41.729
                                                     47.088    80.322
    13 -0.66096894D+04    0.3870045    0.0000585    121.785    46.882    EM
                                                    161.406    42.115
                                                     46.224    81.588
    14 -0.66094209D+04    0.2685528    0.0000406    123.172    45.702    EM
                                                    160.546    42.343
                                                     45.595    82.642
    15 -0.66092255D+04    0.1953935    0.0000296    124.423    44.798    EM
                                                    159.641    42.456
                                                     45.176    83.507
    16 -0.66090761D+04    0.1493595    0.0000226    125.514    44.118    EM
                                                    158.734    42.485
                                                     44.941    84.208
    17 -0.66089558D+04    0.1203047    0.0000182    126.442    43.620    EM
                                                    157.854    42.452
                                                     44.862    84.770
    18 -0.66088536D+04    0.1021992    0.0000155    127.215    43.270    EM
                                                    157.010    42.375
                                                     44.916    85.214
    19 -0.66087623D+04    0.0912828    0.0000138    127.850    43.041    EM
                                                    156.206    42.263
                                                     45.082    85.558
    20 -0.66086772D+04    0.0851305    0.0000129    128.364    42.911    EM
                                                    155.441    42.126
                                                     45.340    85.818
    21 -0.66085951D+04    0.0821446    0.0000124    128.776    42.862    EM
                                                    154.710    41.969
                                                     45.674    86.009
    22 -0.66085138D+04    0.0812486    0.0000123    129.102    42.881    EM
                                                    154.008    41.797
                                                     46.070    86.142
    23 -0.66084321D+04    0.0817023    0.0000124    129.361    42.956    EM
                                                    153.329    41.612
                                                     46.516    86.226
    24 -0.66083491D+04    0.0829807    0.0000126    129.566    43.076    EM
                                                    152.668    41.418
                                                     47.001    86.271
    25 -0.66082644D+04    0.0846981    0.0000128    129.731    43.234    EM
                                                    152.022    41.215
                                                     47.514    86.284
    26 -0.66081779D+04    0.0865719    0.0000131    129.866    43.423    EM
                                                    151.386    41.007
                                                     48.048    86.270
    27 -0.66080895D+04    0.0883623    0.0000134    129.982    43.637    EM
                                                    150.758    40.793
                                                     48.596    86.234
    28 -0.66079996D+04    0.0898837    0.0000136    130.086    43.870    EM
                                                    150.137    40.576
                                                     49.150    86.182
    29 -0.66079086D+04    0.0909757    0.0000138    130.183    44.118    EM
                                                    149.521    40.356
                                                     49.705    86.117
    30 -0.66078171D+04    0.0915026    0.0000138    130.280    44.375    EM
                                                    148.910    40.135
                                                     50.255    86.043
    31 -0.66077258D+04    0.0913541    0.0000138    130.380    44.639    EM
                                                    148.306    39.914
                                                     50.798    85.963
    32 -0.66076353D+04    0.0904427    0.0000137    130.483    44.906    EM
                                                    147.710    39.695
                                                     51.328    85.879
    33 -0.66075466D+04    0.0887122    0.0000134    130.593    45.171    EM
                                                    147.122    39.478
                                                     51.843    85.794
    34 -0.66074605D+04    0.0861412    0.0000130    130.709    45.431    EM
                                                    146.546    39.264
                                                     52.340    85.710
    35 -0.66073777D+04    0.0827436    0.0000125    130.830    45.685    EM
                                                    145.983    39.056
                                                     52.817    85.629
    36 -0.66068409D+04    0.5368938    0.0000813    130.107    45.272    FS
                                                    137.455    36.546
                                                     62.085    88.536
    37 -0.66067731D+04    0.0677932    0.0000103    132.633    47.314    FS
                                                    138.802    36.619
                                                     59.075    85.555
    38 -0.66067253D+04    0.0477262    0.0000072    132.432    47.282    EM
                                                    138.703    36.745
                                                     59.190    85.648
    39 -0.66067164D+04    0.0089287    0.0000014    132.317    47.275    EM
                                                    138.642    36.783
                                                     59.254    85.730
    40 -0.66067128D+04    0.0036335    0.0000005    132.254    47.280    EM
                                                    138.594    36.785
                                                     59.297    85.791
    41 -0.66067109D+04    0.0018852    0.0000003    132.222    47.290    EM
                                                    138.552    36.772
                                                     59.331    85.834
    42 -0.66067097D+04    0.0011512    0.0000002    132.208    47.302    EM
                                                    138.515    36.753
                                                     59.359    85.863
    43 -0.66067090D+04    0.0007735    0.0000001    132.204    47.314    EM
                                                    138.482    36.732
                                                     59.383    85.884
    44 -0.66067084D+04    0.0005481    0.0000001    132.205    47.325    EM
                                                    138.453    36.712
                                                     59.405    85.899
    45 -0.66067080D+04    0.0003999    0.0000001    132.209    47.335    EM
                                                    138.428    36.694
                                                     59.424    85.911
    46 -0.66067077D+04    0.0002967    0.0000000    132.213    47.343    EM
                                                    138.406    36.678
                                                     59.441    85.919
    47 -0.66067075D+04    0.0002220    0.0000000    132.219    47.350    EM
                                                    138.386    36.663
                                                     59.457    85.926
    48 -0.66067073D+04    0.0001673    0.0000000    132.223    47.356    EM
                                                    138.369    36.650
                                                     59.471    85.931
    49 -0.66067072D+04    0.0001266    0.0000000    132.228    47.360    EM
                                                    138.354    36.639
                                                     59.483    85.936
    50 -0.66067071D+04    0.0000961    0.0000000    132.232    47.364    EM
                                                    138.340    36.629
                                                     59.495    85.940
    51 -0.66067070D+04    0.0000732    0.0000000    132.235    47.367    EM
                                                    138.328    36.621
                                                     59.505    85.944
    52 -0.66067070D+04    0.0000559    0.0000000    132.238    47.370    EM
                                                    138.318    36.614
                                                     59.514    85.947
    53 -0.66067069D+04    0.0000427    0.0000000    132.240    47.372    EM
                                                    138.309    36.607
                                                     59.523    85.950
    54 -0.66067069D+04    0.0000328    0.0000000    132.242    47.373    EM
                                                    138.300    36.602
                                                     59.531    85.953
    55 -0.66067069D+04    0.0000252    0.0000000    132.243    47.374    EM
                                                    138.293    36.597
                                                     59.538    85.955
    56 -0.66067069D+04    0.0000194    0.0000000    132.244    47.374    EM
                                                    138.287    36.593
                                                     59.544    85.957
    57 -0.66067068D+04    0.0000150    0.0000000    132.245    47.375    EM
                                                    138.281    36.590
                                                     59.550    85.960
    58 -0.66067068D+04    0.0000116    0.0000000    132.245    47.375    EM
                                                    138.276    36.587
                                                     59.556    85.962
    59 -0.66067068D+04    0.0000091    0.0000000    132.246    47.375    EM
                                                    138.271    36.584
                                                     59.561    85.964
    60 -0.66067068D+04    0.0000071    0.0000000    132.246    47.375    EM
                                                    138.267    36.582
                                                     59.565    85.965
    61 -0.66067068D+04    0.0000055    0.0000000    132.246    47.374    EM
                                                    138.263    36.580
                                                     59.570    85.967
    62 -0.66067068D+04    0.0000043    0.0000000    132.246    47.374    EM
                                                    138.260    36.578
                                                     59.574    85.969
    63 -0.66067068D+04    0.0000034    0.0000000    132.246    47.373    EM
                                                    138.257    36.577
                                                     59.577    85.970
    64 -0.66067068D+04    0.0000027    0.0000000    132.245    47.373    EM
                                                    138.254    36.576
                                                     59.580    85.972
    65 -0.66067068D+04    0.0000021    0.0000000    132.245    47.372    EM
                                                    138.252    36.575
                                                     59.584    85.973
    66 -0.66067068D+04    0.0000017    0.0000000    132.245    47.371    EM
                                                    138.249    36.574
                                                     59.586    85.974
    67 -0.66067068D+04    0.0000014    0.0000000    132.244    47.371    EM
                                                    138.247    36.573
                                                     59.589    85.976
    68 -0.66067068D+04    0.0000011    0.0000000    132.244    47.370    EM
                                                    138.246    36.572
                                                     59.591    85.977
    69 -0.66067068D+04    0.0000009    0.0000000    132.244    47.369    EM
                                                    138.244    36.572
                                                     59.593    85.978
    70 -0.66067068D+04    0.0000007    0.0000000    132.243    47.369    EM
                                                    138.242    36.571
                                                     59.596    85.979
    71 -0.66067068D+04    0.0000006    0.0000000    132.243    47.368    EM
                                                    138.241    36.571
                                                     59.597    85.980
    72 -0.66067068D+04    0.0000005    0.0000000    132.242    47.367    EM
                                                    138.240    36.571
                                                     59.599    85.980
    73 -0.66067068D+04    0.0000004    0.0000000    132.242    47.367    EM
                                                    138.239    36.570
                                                     59.601    85.981
    74 -0.66067068D+04    0.0000003    0.0000000    132.242    47.366    EM
                                                    138.238    36.570
                                                     59.602    85.982
    75 -0.66067068D+04    0.0000003    0.0000000    132.241    47.366    EM
                                                    138.237    36.570
                                                     59.604    85.983
    76 -0.66067068D+04    0.0000002    0.0000000    132.241    47.365    EM
                                                    138.236    36.570
                                                     59.605    85.983
    77 -0.66067068D+04    0.0000002    0.0000000    132.241    47.365    EM
                                                    138.235    36.569
                                                     59.606    85.984
    78 -0.66067068D+04    0.0000002    0.0000000    132.240    47.364    EM
                                                    138.234    36.569
                                                     59.607    85.985
    79 -0.66067068D+04    0.0000001    0.0000000    132.240    47.364    EM
                                                    138.234    36.569
                                                     59.608    85.985
    80 -0.66067068D+04    0.0000001    0.0000000    132.240    47.363    EM
                                                    138.233    36.569
                                                     59.609    85.986
    81 -0.66067068D+04    0.0000001    0.0000000    132.239    47.363    EM
                                                    138.233    36.569
                                                     59.610    85.986
    82 -0.66067068D+04    0.0000001    0.0000000    132.239    47.362    EM
                                                    138.232    36.569
                                                     59.611    85.987
    83 -0.66067068D+04    0.0000001    0.0000000    132.239    47.362    EM
                                                    138.232    36.569
                                                     59.612    85.987
    84 -0.66067068D+04    0.0000001    0.0000000    132.239    47.362    EM
                                                    138.231    36.569
                                                     59.612    85.987
    85 -0.66067068D+04    0.0000001    0.0000000    132.238    47.361    EM
                                                    138.231    36.569
                                                     59.613    85.988
    86 -0.66067068D+04    0.0000000    0.0000000    132.238    47.361    EM
                                                    138.230    36.569
                                                     59.613    85.988
    87 -0.66067068D+04    0.0000000    0.0000000    132.238    47.361    EM
                                                    138.230    36.569
                                                     59.614    85.988
    88 -0.66067068D+04    0.0000000    0.0000000    132.238    47.360    EM
                                                    138.230    36.569
                                                     59.615    85.989
    89 -0.66067068D+04    0.0000000    0.0000000    132.238    47.360    EM
                                                    138.229    36.569
                                                     59.615    85.989
    90 -0.66067068D+04    0.0000000    0.0000000    132.237    47.360    EM
                                                    138.229    36.569
                                                     59.615    85.989
    91 -0.66067068D+04    0.0000001    0.0000000    132.235    47.357    FS
                                                    138.226    36.568
                                                     59.621    85.993
    92 -0.66067068D+04    0.0000000    0.0000000    132.236    47.357    FS
                                                    138.226    36.569
                                                     59.620    85.992
    93 -0.66067068D+04    0.0000000    0.0000000    132.235    47.356    FS
                                                    138.226    36.569
                                                     59.622    85.993
    94 -0.66067068D+04    0.0000000    0.0000000    132.235    47.357    FS
                                                    138.226    36.569
                                                     59.621    85.992
    95 -0.66067068D+04    0.0000000    0.0000000    132.235    47.356    FS
                                                    138.226    36.569
                                                     59.622    85.993
    96 -0.66067068D+04    0.0000000    0.0000000    132.235    47.357    FS
                                                    138.226    36.569
                                                     59.621    85.992
    97 -0.66067068D+04    0.0000000    0.0000000    132.235    47.356    FS
                                                    138.226    36.569
                                                     59.622    85.993
    98 -0.66067068D+04    0.0000000    0.0000000    132.235    47.356    EM
                                                    138.226    36.569
                                                     59.621    85.993


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


     9 -0.66138438D+04    0.8244197    0.0001246    144.822   126.769    EM
                                                    165.565    39.244
                                                     17.368     6.231
    10 -0.66133854D+04    0.4583405    0.0000693    144.769   126.271    EM
                                                    165.533    38.963
                                                     17.354     7.110
    11 -0.66130829D+04    0.3024919    0.0000457    144.553   125.905    EM
                                                    165.641    38.595
                                                     17.328     7.977
    12 -0.66128620D+04    0.2209687    0.0000334    144.228   125.635    EM
                                                    165.828    38.204
                                                     17.303     8.802
    13 -0.66126942D+04    0.1677225    0.0000254    143.837   125.433    EM
                                                    166.050    37.826
                                                     17.288     9.566
    14 -0.66125651D+04    0.1291606    0.0000195    143.415   125.278    EM
                                                    166.277    37.478
                                                     17.288    10.263
    15 -0.66124646D+04    0.1004777    0.0000152    142.988   125.156    EM
                                                    166.491    37.163
                                                     17.309    10.894
    16 -0.66123856D+04    0.0790119    0.0000119    142.571   125.057    EM
                                                    166.680    36.879
                                                     17.350    11.463
    17 -0.66123227D+04    0.0628561    0.0000095    142.173   124.975    EM
                                                    166.840    36.622
                                                     17.413    11.977
    18 -0.66122721D+04    0.0506020    0.0000077    141.800   124.906    EM
                                                    166.968    36.387
                                                     17.496    12.443
    19 -0.66122309D+04    0.0412304    0.0000062    141.454   124.847    EM
                                                    167.065    36.170
                                                     17.597    12.867
    20 -0.66121969D+04    0.0340095    0.0000051    141.135   124.795    EM
                                                    167.133    35.966
                                                     17.716    13.254
    21 -0.66121685D+04    0.0284105    0.0000043    140.843   124.750    EM
                                                    167.174    35.774
                                                     17.851    13.609
    22 -0.66121444D+04    0.0240462    0.0000036    140.575   124.710    EM
                                                    167.188    35.590
                                                     18.000    13.936
    23 -0.66121238D+04    0.0206273    0.0000031    140.330   124.675    EM
                                                    167.179    35.415
                                                     18.161    14.239
    24 -0.66121059D+04    0.0179371    0.0000027    140.107   124.644    EM
                                                    167.149    35.245
                                                     18.334    14.521
    25 -0.66120901D+04    0.0158105    0.0000024    139.902   124.616    EM
                                                    167.100    35.082
                                                     18.517    14.784
    26 -0.66120759D+04    0.0141207    0.0000021    139.715   124.590    EM
                                                    167.033    34.923
                                                     18.709    15.030
    27 -0.66120632D+04    0.0127709    0.0000019    139.544   124.568    EM
                                                    166.950    34.768
                                                     18.909    15.262
    28 -0.66120515D+04    0.0116862    0.0000018    139.386   124.547    EM
                                                    166.852    34.618
                                                     19.116    15.480
    29 -0.66120407D+04    0.0108087    0.0000016    139.241   124.529    EM
                                                    166.742    34.472
                                                     19.329    15.687
    30 -0.66120306D+04    0.0100935    0.0000015    139.107   124.512    EM
                                                    166.620    34.329
                                                     19.549    15.884
    31 -0.66120211D+04    0.0095059    0.0000014    138.983   124.497    EM
                                                    166.487    34.189
                                                     19.773    16.071
    32 -0.66120121D+04    0.0090191    0.0000014    138.867   124.483    EM
                                                    166.345    34.053
                                                     20.002    16.250
    33 -0.66120034D+04    0.0086120    0.0000013    138.760   124.471    EM
                                                    166.195    33.919
                                                     20.235    16.421
    34 -0.66119952D+04    0.0082684    0.0000013    138.660   124.459    EM
                                                    166.036    33.788
                                                     20.472    16.585
    35 -0.66119872D+04    0.0079754    0.0000012    138.565   124.448    EM
                                                    165.871    33.661
                                                     20.712    16.743
    36 -0.66119795D+04    0.0077230    0.0000012    138.477   124.438    EM
                                                    165.700    33.535
                                                     20.955    16.896
    37 -0.66119720D+04    0.0075035    0.0000011    138.393   124.428    EM
                                                    165.523    33.412
                                                     21.200    17.043
    38 -0.66119647D+04    0.0073105    0.0000011    138.314   124.419    EM
                                                    165.341    33.292
                                                     21.448    17.186
    39 -0.66119575D+04    0.0071393    0.0000011    138.239   124.411    EM
                                                    165.154    33.173
                                                     21.698    17.324
    40 -0.66119505D+04    0.0069860    0.0000011    138.168   124.402    EM
                                                    164.964    33.057
                                                     21.951    17.458
    41 -0.66119437D+04    0.0068475    0.0000010    138.099   124.394    EM
                                                    164.769    32.943
                                                     22.205    17.589
    42 -0.66119370D+04    0.0067214    0.0000010    138.034   124.387    EM
                                                    164.572    32.830
                                                     22.460    17.717
    43 -0.66119304D+04    0.0066056    0.0000010    137.971   124.379    EM
                                                    164.371    32.720
                                                     22.717    17.842
    44 -0.66119239D+04    0.0064987    0.0000010    137.911   124.372    EM
                                                    164.168    32.611
                                                     22.975    17.964
    45 -0.66119175D+04    0.0063993    0.0000010    137.852   124.365    EM
                                                    163.962    32.504
                                                     23.235    18.083
    46 -0.66119112D+04    0.0063064    0.0000010    137.796   124.358    EM
                                                    163.753    32.398
                                                     23.495    18.200
    47 -0.66119049D+04    0.0062191    0.0000009    137.741   124.351    EM
                                                    163.543    32.294
                                                     23.757    18.315
    48 -0.66118988D+04    0.0061368    0.0000009    137.688   124.344    EM
                                                    163.331    32.191
                                                     24.019    18.428
    49 -0.66118927D+04    0.0060588    0.0000009    137.636   124.338    EM
                                                    163.117    32.089
                                                     24.282    18.538
    50 -0.66118868D+04    0.0059847    0.0000009    137.585   124.331    EM
                                                    162.902    31.989
                                                     24.546    18.648
    51 -0.66118808D+04    0.0059140    0.0000009    137.536   124.325    EM
                                                    162.685    31.889
                                                     24.811    18.755
    52 -0.66118750D+04    0.0058464    0.0000009    137.487   124.318    EM
                                                    162.466    31.791
                                                     25.076    18.861
    53 -0.66118692D+04    0.0057817    0.0000009    137.440   124.312    EM
                                                    162.247    31.694
                                                     25.342    18.965
    54 -0.66118635D+04    0.0057195    0.0000009    137.394   124.305    EM
                                                    162.026    31.598
                                                     25.608    19.069
    55 -0.66118578D+04    0.0056596    0.0000009    137.348   124.299    EM
                                                    161.805    31.503
                                                     25.875    19.170
    56 -0.66118522D+04    0.0056019    0.0000008    137.303   124.292    EM
                                                    161.582    31.409
                                                     26.142    19.271
    57 -0.66118467D+04    0.0055462    0.0000008    137.259   124.286    EM
                                                    161.359    31.316
                                                     26.410    19.371
    58 -0.66118412D+04    0.0054923    0.0000008    137.215   124.280    EM
                                                    161.134    31.223
                                                     26.678    19.469
    59 -0.66118358D+04    0.0054401    0.0000008    137.173   124.273    EM
                                                    160.909    31.131
                                                     26.947    19.567
    60 -0.66118304D+04    0.0053894    0.0000008    137.130   124.267    EM
                                                    160.684    31.041
                                                     27.216    19.663
    61 -0.66118250D+04    0.0053403    0.0000008    137.088   124.261    EM
                                                    160.457    30.950
                                                     27.485    19.759
    62 -0.66118197D+04    0.0052925    0.0000008    137.047   124.254    EM
                                                    160.230    30.861
                                                     27.754    19.853
    63 -0.66118145D+04    0.0052461    0.0000008    137.006   124.248    EM
                                                    160.003    30.772
                                                     28.024    19.947
    64 -0.66118093D+04    0.0052008    0.0000008    136.966   124.242    EM
                                                    159.774    30.683
                                                     28.294    20.041
    65 -0.66118041D+04    0.0051567    0.0000008    136.926   124.236    EM
                                                    159.546    30.596
                                                     28.564    20.133
    66 -0.66117990D+04    0.0051137    0.0000008    136.886   124.230    EM
                                                    159.317    30.509
                                                     28.834    20.225
    67 -0.66117939D+04    0.0050716    0.0000008    136.847   124.223    EM
                                                    159.087    30.422
                                                     29.105    20.316
    68 -0.66095862D+04    2.2077005    0.0003339     74.088   117.550    QN
                                                    106.593     7.502
                                                    147.839    46.428
    69 -0.66095340D+04    0.0522045    0.0000079     74.181   117.332    EM
                                                    105.984     7.925
                                                    148.301    46.278
    70 -0.66095006D+04    0.0334617    0.0000051     74.279   117.055    EM
                                                    105.518     8.343
                                                    148.642    46.163
    71 -0.66094725D+04    0.0280971    0.0000043     74.359   116.750    EM
                                                    105.166     8.761
                                                    148.905    46.058
    72 -0.66094473D+04    0.0252183    0.0000038     74.413   116.429    EM
                                                    104.908     9.182
                                                    149.110    45.959
    73 -0.66094237D+04    0.0235589    0.0000036     74.442   116.094    EM
                                                    104.731     9.606
                                                    149.265    45.862
    74 -0.66094011D+04    0.0226152    0.0000034     74.447   115.750    EM
                                                    104.622    10.033
                                                    149.378    45.769
    75 -0.66093790D+04    0.0221376    0.0000033     74.431   115.397    EM
                                                    104.573    10.466
                                                    149.455    45.677
    76 -0.66093570D+04    0.0219854    0.0000033     74.396   115.037    EM
                                                    104.577    10.903
                                                    149.500    45.586
    77 -0.66093349D+04    0.0220721    0.0000033     74.345   114.670    EM
                                                    104.626    11.347
                                                    149.516    45.496
    78 -0.66093126D+04    0.0223422    0.0000034     74.278   114.296    EM
                                                    104.716    11.798
                                                    149.507    45.406
    79 -0.66092898D+04    0.0227586    0.0000034     74.198   113.916    EM
                                                    104.842    12.255
                                                    149.474    45.315
    80 -0.66092665D+04    0.0232963    0.0000035     74.106   113.529    EM
                                                    105.001    12.720
                                                    149.421    45.223
    81 -0.66067068D+04    2.5597123    0.0003873     59.621    85.993    QN
                                                    132.235    47.356
                                                    138.226    36.569
    82 -0.66067068D+04    0.0000000    0.0000000     59.621    85.993    EM
                                                    132.235    47.356
                                                    138.226    36.569


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


    10 -0.66182250D+04    2.9942624    0.0004522     69.415   102.624    EM
                                                    133.224    31.238
                                                    126.650    36.848
    11 -0.66155255D+04    2.6995383    0.0004079     69.676   103.480    EM
                                                    129.532    29.153
                                                    129.772    38.387
    12 -0.66132490D+04    2.2764682    0.0003441     70.059   103.974    EM
                                                    126.100    27.640
                                                    132.605    39.621
    13 -0.66114799D+04    1.7691192    0.0002675     70.443   104.140    EM
                                                    123.134    26.667
                                                    135.059    40.557
    14 -0.66102242D+04    1.2557000    0.0001899     70.754   104.035    EM
                                                    120.763    26.164
                                                    137.067    41.218
    15 -0.66094076D+04    0.8166150    0.0001235     70.957   103.727    EM
                                                    119.016    26.047
                                                    138.611    41.641
    16 -0.66089106D+04    0.4969768    0.0000752     71.050   103.282    EM
                                                    117.843    26.227
                                                    139.730    41.868
    17 -0.66086152D+04    0.2953600    0.0000447     71.043   102.749    EM
                                                    117.149    26.625
                                                    140.490    41.944
    18 -0.66084329D+04    0.1822879    0.0000276     70.953   102.166    EM
                                                    116.830    27.174
                                                    140.967    41.910
    19 -0.66083086D+04    0.1243738    0.0000188     70.797   101.556    EM
                                                    116.792    27.826
                                                    141.231    41.798
    20 -0.66082118D+04    0.0967421    0.0000146     70.590   100.932    EM
                                                    116.962    28.543
                                                    141.340    41.634
    21 -0.66081274D+04    0.0844130    0.0000128     70.343   100.302    EM
                                                    117.282    29.301
                                                    141.336    41.437
    22 -0.66080480D+04    0.0794022    0.0000120     70.065    99.670    EM
                                                    117.710    30.083
                                                    141.251    41.220
    23 -0.66079703D+04    0.0777277    0.0000118     69.764    99.040    EM
                                                    118.215    30.879
                                                    141.110    40.993
    24 -0.66078928D+04    0.0774560    0.0000117     69.444    98.412    EM
                                                    118.775    31.680
                                                    140.928    40.760
    25 -0.66078152D+04    0.0776393    0.0000117     69.111    97.789    EM
                                                    119.374    32.481
                                                    140.719    40.526
    26 -0.66077374D+04    0.0777921    0.0000118     68.769    97.171    EM
                                                    119.997    33.277
                                                    140.492    40.293
    27 -0.66076597D+04    0.0776468    0.0000118     68.420    96.561    EM
                                                    120.637    34.065
                                                    140.254    40.063
    28 -0.66075827D+04    0.0770448    0.0000117     68.067    95.960    EM
                                                    121.284    34.842
                                                    140.010    39.837
    29 -0.66075068D+04    0.0758886    0.0000115     67.712    95.370    EM
                                                    121.931    35.604
                                                    139.766    39.617
    30 -0.66074327D+04    0.0741229    0.0000112     67.357    94.793    EM
                                                    122.574    36.348
                                                    139.525    39.403
    31 -0.66073609D+04    0.0717324    0.0000109     67.004    94.231    EM
                                                    123.206    37.072
                                                    139.290    39.196
    32 -0.66072922D+04    0.0687299    0.0000104     66.655    93.687    EM
                                                    123.824    37.773
                                                    139.064    38.997
    33 -0.66072271D+04    0.0651643    0.0000099     66.311    93.162    EM
                                                    124.424    38.447
                                                    138.849    38.807
    34 -0.66071659D+04    0.0611124    0.0000092     65.973    92.658    EM
                                                    125.002    39.094
                                                    138.648    38.626
    35 -0.66071093D+04    0.0566782    0.0000086     65.643    92.177    EM
                                                    125.556    39.710
                                                    138.461    38.454
    36 -0.66067802D+04    0.3290748    0.0000498     59.246    86.040    FS
                                                    132.477    47.605
                                                    137.399    37.233
    37 -0.66067472D+04    0.0329381    0.0000050     61.148    86.939    FS
                                                    131.340    46.035
                                                    137.921    36.617
    38 -0.66067216D+04    0.0256164    0.0000039     60.965    86.896    EM
                                                    131.430    46.187
                                                    137.887    36.636
    39 -0.66067162D+04    0.0054177    0.0000008     60.827    86.834    EM
                                                    131.510    46.315
                                                    137.864    36.651
    40 -0.66067137D+04    0.0025037    0.0000004     60.716    86.768    EM
                                                    131.578    46.424
                                                    137.854    36.659
    41 -0.66067122D+04    0.0014633    0.0000002     60.624    86.704    EM
                                                    131.638    46.518
                                                    137.855    36.661
    42 -0.66067113D+04    0.0009931    0.0000002     60.545    86.645    EM
                                                    131.691    46.598
                                                    137.861    36.660
    43 -0.66067105D+04    0.0007388    0.0000001     60.475    86.590    EM
                                                    131.738    46.669
                                                    137.872    36.656
    44 -0.66067099D+04    0.0005808    0.0000001     60.413    86.540    EM
                                                    131.780    46.731
                                                    137.885    36.651
    45 -0.66067095D+04    0.0004719    0.0000001     60.357    86.495    EM
                                                    131.818    46.785
                                                    137.900    36.645
    46 -0.66067091D+04    0.0003909    0.0000001     60.305    86.454    EM
                                                    131.852    46.834
                                                    137.915    36.640
    47 -0.66067087D+04    0.0003278    0.0000000     60.257    86.417    EM
                                                    131.883    46.877
                                                    137.931    36.634
    48 -0.66067085D+04    0.0002770    0.0000000     60.213    86.384    EM
                                                    131.912    46.916
                                                    137.946    36.629
    49 -0.66067082D+04    0.0002354    0.0000000     60.172    86.353    EM
                                                    131.938    46.951
                                                    137.961    36.624
    50 -0.66067080D+04    0.0002008    0.0000000     60.134    86.325    EM
                                                    131.961    46.983
                                                    137.976    36.620
    51 -0.66067079D+04    0.0001717    0.0000000     60.099    86.300    EM
                                                    131.983    47.013
                                                    137.990    36.615
    52 -0.66067077D+04    0.0001472    0.0000000     60.066    86.277    EM
                                                    132.003    47.039
                                                    138.004    36.612
    53 -0.66067076D+04    0.0001264    0.0000000     60.036    86.255    EM
                                                    132.021    47.063
                                                    138.017    36.608
    54 -0.66067075D+04    0.0001088    0.0000000     60.007    86.236    EM
                                                    132.037    47.085
                                                    138.029    36.605
    55 -0.66067074D+04    0.0000937    0.0000000     59.981    86.218    EM
                                                    132.053    47.106
                                                    138.041    36.602
    56 -0.66067073D+04    0.0000807    0.0000000     59.956    86.201    EM
                                                    132.067    47.125
                                                    138.053    36.599
    57 -0.66067072D+04    0.0000696    0.0000000     59.933    86.186    EM
                                                    132.079    47.142
                                                    138.063    36.597
    58 -0.66067072D+04    0.0000601    0.0000000     59.912    86.172    EM
                                                    132.091    47.158
                                                    138.073    36.594
    59 -0.66067071D+04    0.0000519    0.0000000     59.892    86.159    EM
                                                    132.102    47.172
                                                    138.083    36.592
    60 -0.66067071D+04    0.0000448    0.0000000     59.873    86.147    EM
                                                    132.112    47.186
                                                    138.092    36.590
    61 -0.66067070D+04    0.0000387    0.0000000     59.856    86.136    EM
                                                    132.121    47.198
                                                    138.101    36.589
    62 -0.66067070D+04    0.0000335    0.0000000     59.840    86.126    EM
                                                    132.129    47.210
                                                    138.109    36.587
    63 -0.66067070D+04    0.0000289    0.0000000     59.824    86.116    EM
                                                    132.137    47.220
                                                    138.117    36.585
    64 -0.66067069D+04    0.0000250    0.0000000     59.810    86.107    EM
                                                    132.144    47.230
                                                    138.124    36.584
    65 -0.66067069D+04    0.0000217    0.0000000     59.797    86.099    EM
                                                    132.151    47.239
                                                    138.130    36.583
    66 -0.66067069D+04    0.0000187    0.0000000     59.785    86.092    EM
                                                    132.157    47.248
                                                    138.137    36.582
    67 -0.66067069D+04    0.0000162    0.0000000     59.774    86.085    EM
                                                    132.163    47.255
                                                    138.143    36.581
    68 -0.66067069D+04    0.0000140    0.0000000     59.763    86.078    EM
                                                    132.168    47.263
                                                    138.148    36.580
    69 -0.66067069D+04    0.0000122    0.0000000     59.754    86.072    EM
                                                    132.173    47.269
                                                    138.153    36.579
    70 -0.66067069D+04    0.0000105    0.0000000     59.744    86.067    EM
                                                    132.177    47.275
                                                    138.158    36.578
    71 -0.66067068D+04    0.0000091    0.0000000     59.736    86.061    EM
                                                    132.181    47.281
                                                    138.163    36.577
    72 -0.66067068D+04    0.0000079    0.0000000     59.728    86.057    EM
                                                    132.185    47.287
                                                    138.167    36.577
    73 -0.66067068D+04    0.0000068    0.0000000     59.721    86.052    EM
                                                    132.189    47.291
                                                    138.171    36.576
    74 -0.66067068D+04    0.0000059    0.0000000     59.714    86.048    EM
                                                    132.192    47.296
                                                    138.175    36.576
    75 -0.66067068D+04    0.0000383    0.0000000     59.621    85.993    QN
                                                    132.235    47.356
                                                    138.226    36.569
    76 -0.66067068D+04    0.0000000    0.0000000     59.621    85.993    EM
                                                    132.235    47.356
                                                    138.226    36.569


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


     5 -0.66401172D+04    0.8415713    0.0001267    133.044   331.999    EM
                                                     33.042     1.849
                                                      0.018     0.048
     6 -0.66395164D+04    0.6008028    0.0000905    131.331   330.941    EM
                                                     35.965     1.693
                                                      0.020     0.051
     7 -0.66390313D+04    0.4850502    0.0000731    129.309   330.135    EM
                                                     38.920     1.563
                                                      0.021     0.053
     8 -0.66386114D+04    0.4198921    0.0000632    127.055   329.526    EM
                                                     41.890     1.451
                                                      0.023     0.055
     9 -0.66382337D+04    0.3777740    0.0000569    124.636   329.068    EM
                                                     44.859     1.355
                                                      0.025     0.057
    10 -0.66378869D+04    0.3467048    0.0000522    122.109   328.723    EM
                                                     47.808     1.273
                                                      0.028     0.059
    11 -0.66375660D+04    0.3209405    0.0000483    119.522   328.464    EM
                                                     50.719     1.202
                                                      0.032     0.061
    12 -0.66372683D+04    0.2976842    0.0000448    116.917   328.267    EM
                                                     53.576     1.141
                                                      0.037     0.062
    13 -0.66369927D+04    0.2756390    0.0000415    114.325   328.117    EM
                                                     56.365     1.088
                                                      0.042     0.064
    14 -0.66367384D+04    0.2543187    0.0000383    111.771   328.001    EM
                                                     59.073     1.042
                                                      0.050     0.065
    15 -0.66365047D+04    0.2336799    0.0000352    109.276   327.909    EM
                                                     61.688     1.002
                                                      0.059     0.065
    16 -0.66362908D+04    0.2139157    0.0000322    106.855   327.836    EM
                                                     64.204     0.968
                                                      0.072     0.065
    17 -0.66360954D+04    0.1953557    0.0000294    104.517   327.777    EM
                                                     66.614     0.939
                                                      0.089     0.065
    18 -0.66359170D+04    0.1784273    0.0000269    102.270   327.727    EM
                                                     68.914     0.913
                                                      0.112     0.064
    19 -0.66357533D+04    0.1636403    0.0000247    100.116   327.685    EM
                                                     71.102     0.892
                                                      0.144     0.062
    20 -0.66356018D+04    0.1515585    0.0000228     98.054   327.648    EM
                                                     73.177     0.873
                                                      0.190     0.059
    21 -0.66354591D+04    0.1426622    0.0000215     96.080   327.613    EM
                                                     75.140     0.858
                                                      0.255     0.055
    22 -0.66353221D+04    0.1370649    0.0000207     94.189   327.578    EM
                                                     76.993     0.844
                                                      0.345     0.051
    23 -0.66351879D+04    0.1341188    0.0000202     92.373   327.542    EM
                                                     78.739     0.833
                                                      0.466     0.046
    24 -0.66350557D+04    0.1322109    0.0000199     90.627   327.502    EM
                                                     80.385     0.824
                                                      0.620     0.042
    25 -0.66349266D+04    0.1291699    0.0000195     88.948   327.457    EM
                                                     81.935     0.816
                                                      0.806     0.038
    26 -0.66348032D+04    0.1233453    0.0000186     87.334   327.408    EM
                                                     83.398     0.810
                                                      1.015     0.033
    27 -0.66346887D+04    0.1145109    0.0000173     85.789   327.356    EM
                                                     84.782     0.806
                                                      1.238     0.030
    28 -0.66345850D+04    0.1036988    0.0000156     84.314   327.301    EM
                                                     86.092     0.802
                                                      1.465     0.026
    29 -0.66344927D+04    0.0922930    0.0000139     82.908   327.246    EM
                                                     87.335     0.800
                                                      1.688     0.023
    30 -0.66344114D+04    0.0813343    0.0000123     81.573   327.190    EM
                                                     88.514     0.798
                                                      1.904     0.020
    31 -0.66343400D+04    0.0713631    0.0000108     80.305   327.136    EM
                                                     89.633     0.798
                                                      2.110     0.018
    32 -0.66342775D+04    0.0625540    0.0000094     79.102   327.083    EM
                                                     90.694     0.799
                                                      2.306     0.016
    33 -0.66342226D+04    0.0548848    0.0000083     77.963   327.033    EM
                                                     91.700     0.800
                                                      2.491     0.014
    34 -0.66341743D+04    0.0482499    0.0000073     76.882   326.985    EM
                                                     92.653     0.802
                                                      2.665     0.013
    35 -0.66341318D+04    0.0425201    0.0000064     75.859   326.939    EM
                                                     93.556     0.805
                                                      2.830     0.012
    36 -0.66340942D+04    0.0375681    0.0000057     74.889   326.896    EM
                                                     94.411     0.808
                                                      2.985     0.011
    37 -0.66340610D+04    0.0332818    0.0000050     73.971   326.856    EM
                                                     95.220     0.812
                                                      3.131     0.010
    38 -0.66340314D+04    0.0295620    0.0000045     73.100   326.818    EM
                                                     95.987     0.817
                                                      3.270     0.009
    39 -0.66340051D+04    0.0263249    0.0000040     72.274   326.783    EM
                                                     96.713     0.822
                                                      3.401     0.008
    40 -0.66339816D+04    0.0235004    0.0000035     71.490   326.749    EM
                                                     97.400     0.827
                                                      3.525     0.008
    41 -0.66339605D+04    0.0210293    0.0000032     70.747   326.718    EM
                                                     98.052     0.833
                                                      3.643     0.007
    42 -0.66339417D+04    0.0188618    0.0000028     70.041   326.688    EM
                                                     98.669     0.839
                                                      3.756     0.007
    43 -0.66339247D+04    0.0169559    0.0000026     69.371   326.660    EM
                                                     99.254     0.846
                                                      3.863     0.007
    44 -0.66339094D+04    0.0152761    0.0000023     68.734   326.633    EM
                                                     99.808     0.853
                                                      3.965     0.006
    45 -0.66338957D+04    0.0137922    0.0000021     68.129   326.607    EM
                                                    100.334     0.861
                                                      4.063     0.006
    46 -0.66338832D+04    0.0124786    0.0000019     67.553   326.583    EM
                                                    100.833     0.868
                                                      4.157     0.006
    47 -0.66338719D+04    0.0113134    0.0000017     67.004   326.559    EM
                                                    101.307     0.876
                                                      4.247     0.005
    48 -0.66338616D+04    0.0102780    0.0000015     66.482   326.536    EM
                                                    101.758     0.885
                                                      4.334     0.005
    49 -0.66338522D+04    0.0093560    0.0000014     65.985   326.514    EM
                                                    102.185     0.894
                                                      4.417     0.005
    50 -0.66338437D+04    0.0085338    0.0000013     65.510   326.493    EM
                                                    102.592     0.903
                                                      4.498     0.005
    51 -0.66338359D+04    0.0077993    0.0000012     65.057   326.472    EM
                                                    102.979     0.912
                                                      4.576     0.005
    52 -0.66338288D+04    0.0071420    0.0000011     64.625   326.451    EM
                                                    103.347     0.921
                                                      4.651     0.005
    53 -0.66338222D+04    0.0065531    0.0000010     64.212   326.431    EM
                                                    103.698     0.931
                                                      4.724     0.005
    54 -0.66338162D+04    0.0060245    0.0000009     63.818   326.411    EM
                                                    104.032     0.941
                                                      4.794     0.005
    55 -0.66338106D+04    0.0055493    0.0000008     63.440   326.391    EM
                                                    104.350     0.952
                                                      4.863     0.004
    56 -0.66338055D+04    0.0051218    0.0000008     63.079   326.372    EM
                                                    104.653     0.962
                                                      4.930     0.004
    57 -0.66338008D+04    0.0047366    0.0000007     62.732   326.353    EM
                                                    104.943     0.973
                                                      4.994     0.004
    58 -0.66289994D+04    4.8013375    0.0007238     14.156   225.965    QN
                                                    127.880    48.144
                                                     31.629    52.225
    59 -0.66271775D+04    1.8219724    0.0002748     13.806   221.386    EM
                                                    127.440    50.813
                                                     32.812    53.742
    60 -0.66263451D+04    0.8323556    0.0001256     13.501   216.353    EM
                                                    126.843    53.831
                                                     34.021    55.451
    61 -0.66254931D+04    0.8520409    0.0001286     13.224   210.868    EM
                                                    126.254    57.127
                                                     35.146    57.381
    62 -0.66245836D+04    0.9094969    0.0001373     12.968   204.943    EM
                                                    125.719    60.678
                                                     36.161    59.531
    63 -0.66235964D+04    0.9871529    0.0001490     12.734   198.611    EM
                                                    125.242    64.469
                                                     37.065    61.880
    64 -0.66225222D+04    1.0742098    0.0001622     12.522   191.924    EM
                                                    124.816    68.474
                                                     37.864    64.401
    65 -0.66213631D+04    1.1591089    0.0001750     12.334   184.960    EM
                                                    124.433    72.653
                                                     38.562    67.057
    66 -0.66201346D+04    1.2284819    0.0001855     12.174   177.822    EM
                                                    124.086    76.946
                                                     39.165    69.808
    67 -0.66188667D+04    1.2679463    0.0001915     12.045   170.636    EM
                                                    123.766    81.276
                                                     39.672    72.605
    68 -0.66176023D+04    1.2644127    0.0001910     11.950   163.548    EM
                                                    123.470    85.552
                                                     40.084    75.396
    69 -0.66163925D+04    1.2097515    0.0001828     11.895   156.705    EM
                                                    123.195    89.678
                                                     40.401    78.128
    70 -0.66152882D+04    1.1043395    0.0001669     11.878   150.246    EM
                                                    122.936    93.565
                                                     40.627    80.748
    71 -0.66069709D+04    8.3172593    0.0012573     48.763   133.939    QN
                                                     85.946    59.009
                                                     35.891   136.452
    72 -0.66068043D+04    0.1665943    0.0000252     48.551   133.631    EM
                                                     85.771    59.211
                                                     36.035   136.800
    73 -0.66067652D+04    0.0390892    0.0000059     48.370   133.387    EM
                                                     85.690    59.310
                                                     36.143   137.101
    74 -0.66067431D+04    0.0221673    0.0000034     48.220   133.193    EM
                                                     85.658    59.363
                                                     36.225   137.341
    75 -0.66067298D+04    0.0132684    0.0000020     48.097   133.038    EM
                                                     85.652    59.394
                                                     36.289   137.529
    76 -0.66067216D+04    0.0081461    0.0000012     47.996   132.914    EM
                                                     85.661    59.414
                                                     36.339   137.676
    77 -0.66067165D+04    0.0050964    0.0000008     47.911   132.812    EM
                                                     85.678    59.428
                                                     36.379   137.792
    78 -0.66067133D+04    0.0032431    0.0000005     47.840   132.729    EM
                                                     85.699    59.439
                                                     36.411   137.883
    79 -0.66067112D+04    0.0020973    0.0000003     47.780   132.659    EM
                                                     85.721    59.449
                                                     36.436   137.955
    80 -0.66067098D+04    0.0013777    0.0000002     47.728   132.601    EM
                                                     85.744    59.457
                                                     36.457   138.013
    81 -0.66067089D+04    0.0009188    0.0000001     47.683   132.551    EM
                                                     85.767    59.466
                                                     36.474   138.059
    82 -0.66067083D+04    0.0006216    0.0000001     47.645   132.510    EM
                                                     85.788    59.474
                                                     36.488   138.096
    83 -0.66067079D+04    0.0004264    0.0000001     47.612   132.474    EM
                                                     85.807    59.482
                                                     36.499   138.126
    84 -0.66067076D+04    0.0002962    0.0000000     47.583   132.443    EM
                                                     85.825    59.489
                                                     36.509   138.151
    85 -0.66067074D+04    0.0002082    0.0000000     47.557   132.417    EM
                                                     85.842    59.497
                                                     36.517   138.170
    86 -0.66067072D+04    0.0001479    0.0000000     47.535   132.395    EM
                                                     85.857    59.504
                                                     36.524   138.186
    87 -0.66067071D+04    0.0001062    0.0000000     47.516   132.375    EM
                                                     85.870    59.511
                                                     36.529   138.198
    88 -0.66067070D+04    0.0000770    0.0000000     47.499   132.359    EM
                                                     85.882    59.518
                                                     36.534   138.209
    89 -0.66067070D+04    0.0000563    0.0000000     47.484   132.344    EM
                                                     85.893    59.524
                                                     36.538   138.217
    90 -0.66067069D+04    0.0000416    0.0000000     47.470   132.332    EM
                                                     85.903    59.530
                                                     36.542   138.223
    91 -0.66067068D+04    0.0001177    0.0000000     47.375   132.247    FS
                                                     85.975    59.607
                                                     36.556   138.241
    92 -0.66067068D+04    0.0000097    0.0000000     47.376   132.248    FS
                                                     85.979    59.599
                                                     36.566   138.231
    93 -0.66067068D+04    0.0000005    0.0000000     47.354   132.232    FS
                                                     85.992    59.625
                                                     36.565   138.232
    94 -0.66067068D+04    0.0000058    0.0000000     47.354   132.233    EM
                                                     85.992    59.624
                                                     36.567   138.230
    95 -0.66067068D+04    0.0000010    0.0000000     47.355   132.233    EM
                                                     85.993    59.623
                                                     36.567   138.229
    96 -0.66067068D+04    0.0000003    0.0000000     47.355   132.234    EM
                                                     85.993    59.622
                                                     36.568   138.228
    97 -0.66067068D+04    0.0000001    0.0000000     47.355   132.234    EM
                                                     85.993    59.622
                                                     36.568   138.227
    98 -0.66067068D+04    0.0000000    0.0000000     47.356   132.234    EM
                                                     85.993    59.622
                                                     36.568   138.227
    99 -0.66067068D+04    0.0000000    0.0000000     47.356   132.234    EM
                                                     85.993    59.621
                                                     36.569   138.227
   100 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.621
                                                     36.569   138.227
   101 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.621
                                                     36.569   138.226
   102 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.621
                                                     36.569   138.226
   103 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.621
                                                     36.569   138.226
   104 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.621
                                                     36.569   138.226
   105 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.621
                                                     36.569   138.226
   106 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.621
                                                     36.569   138.226
   107 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.621
                                                     36.569   138.226
   108 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.621
                                                     36.569   138.226
   109 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.621
                                                     36.569   138.226


     Beginning Time:  23:12:37
        Ending Time:  23:12:39
       Elapsed Time:  00:00:02



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