Mplus VERSION 7
MUTHEN & MUTHEN
09/22/2012  11:10 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a GMM for a count outcome using a zero-inflated
  Poisson model with automatic starting values and random starts
  DATA:	FILE IS ex8.5a.dat;
  VARIABLE:       NAMES ARE u1-u8 x;
  	CLASSES = c (2);
  	COUNT ARE u1-u8 (i);
  ANALYSIS:	TYPE = MIXTURE;
  	STARTS = 40 8;
  	STITERATIONS = 20;
  	ALGORITHM = INTEGRATION;


  MODEL:	
  	%OVERALL%
  	i s q | u1@0 u2@.1 u3@.2 u4@.3 u5@.4 u6@.5
  	u7@.6 u8@.7;
  	ii si qi | u1#1@0 u2#1@.1 u3#1@.2 u4#1@.3 u5#1@.4 u6#1@.5 u7#1@.6 u8#1@.7;
  	s-qi@0;
  	i s ON x;
  	c ON x;
  OUTPUT:	TECH1 TECH8;



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



this is an example of a GMM for a count outcome using a zero-inflated
Poisson model with automatic starting values and random starts

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         500

Number of dependent variables                                    8
Number of independent variables                                  1
Number of continuous latent variables                            6
Number of categorical latent variables                           1

Observed dependent variables

  Count
   U1          U2          U3          U4          U5          U6
   U7          U8

Observed independent variables
   X

Continuous latent variables
   I           S           Q           II          SI          QI

Categorical latent variables
   C


Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
  Maximum number of iterations                                 100
  Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
  Maximum number of iterations                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-02
    Relative loglikelihood change                        0.100D-05
    Derivative                                           0.100D-02
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-02
  Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-02
  Basis for M step termination                           ITERATION
  Maximum value for logit thresholds                            15
  Minimum value for logit thresholds                           -15
  Minimum expected cell size for chi-square              0.100D-01
Optimization algorithm                                         EMA
Integration Specifications
  Type                                                    STANDARD
  Number of integration points                                  15
  Dimensions of numerical integration                            1
  Adaptive quadrature                                           ON
Random Starts Specifications
  Number of initial stage random starts                         40
  Number of final stage optimizations                            8
  Number of initial stage iterations                            20
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0
Cholesky                                                        ON

Input data file(s)
  ex8.5a.dat
Input data format  FREE


COUNT PROPORTION OF ZERO, MINIMUM AND MAXIMUM VALUES

      U1          0.896         0         4
      U2          0.722         0         9
      U3          0.536         0        14
      U4          0.422         0        15
      U5          0.408         0        14
      U6          0.496         0        10
      U7          0.678         0         6
      U8          0.928         0         6


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:

           -3881.205  76974            16
           -3881.209  107446           12
           -3881.210  341041           34
           -3881.210  347515           24
           -3881.212  93468            3
           -3881.241  unperturbed      0
           -3881.656  246261           38
           -3881.664  569131           26



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                       14

Loglikelihood

          H0 Value                       -3881.205
          H0 Scaling Correction Factor      1.2337
            for MLR

Information Criteria

          Akaike (AIC)                    7790.411
          Bayesian (BIC)                  7849.415
          Sample-Size Adjusted BIC        7804.978
            (n* = (n + 2) / 24)



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

    Latent
   Classes

       1        185.28119          0.37056
       2        314.71881          0.62944


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

    Latent
   Classes

       1        185.27670          0.37055
       2        314.72330          0.62945


CLASSIFICATION QUALITY

     Entropy                         0.619


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP

Class Counts and Proportions

    Latent
   Classes

       1              181          0.36200
       2              319          0.63800


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

           1        2

    1   0.855    0.145
    2   0.096    0.904


MODEL RESULTS

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

Latent Class 1

 I        |
    U1                 1.000      0.000    999.000    999.000
    U2                 1.000      0.000    999.000    999.000
    U3                 1.000      0.000    999.000    999.000
    U4                 1.000      0.000    999.000    999.000
    U5                 1.000      0.000    999.000    999.000
    U6                 1.000      0.000    999.000    999.000
    U7                 1.000      0.000    999.000    999.000
    U8                 1.000      0.000    999.000    999.000

 S        |
    U1                 0.000      0.000    999.000    999.000
    U2                 0.100      0.000    999.000    999.000
    U3                 0.200      0.000    999.000    999.000
    U4                 0.300      0.000    999.000    999.000
    U5                 0.400      0.000    999.000    999.000
    U6                 0.500      0.000    999.000    999.000
    U7                 0.600      0.000    999.000    999.000
    U8                 0.700      0.000    999.000    999.000

 Q        |
    U1                 0.000      0.000    999.000    999.000
    U2                 0.010      0.000    999.000    999.000
    U3                 0.040      0.000    999.000    999.000
    U4                 0.090      0.000    999.000    999.000
    U5                 0.160      0.000    999.000    999.000
    U6                 0.250      0.000    999.000    999.000
    U7                 0.360      0.000    999.000    999.000
    U8                 0.490      0.000    999.000    999.000

 II       |
    U1#1               1.000      0.000    999.000    999.000
    U2#1               1.000      0.000    999.000    999.000
    U3#1               1.000      0.000    999.000    999.000
    U4#1               1.000      0.000    999.000    999.000
    U5#1               1.000      0.000    999.000    999.000
    U6#1               1.000      0.000    999.000    999.000
    U7#1               1.000      0.000    999.000    999.000
    U8#1               1.000      0.000    999.000    999.000

 SI       |
    U1#1               0.000      0.000    999.000    999.000
    U2#1               0.100      0.000    999.000    999.000
    U3#1               0.200      0.000    999.000    999.000
    U4#1               0.300      0.000    999.000    999.000
    U5#1               0.400      0.000    999.000    999.000
    U6#1               0.500      0.000    999.000    999.000
    U7#1               0.600      0.000    999.000    999.000
    U8#1               0.700      0.000    999.000    999.000

 QI       |
    U1#1               0.000      0.000    999.000    999.000
    U2#1               0.010      0.000    999.000    999.000
    U3#1               0.040      0.000    999.000    999.000
    U4#1               0.090      0.000    999.000    999.000
    U5#1               0.160      0.000    999.000    999.000
    U6#1               0.250      0.000    999.000    999.000
    U7#1               0.360      0.000    999.000    999.000
    U8#1               0.490      0.000    999.000    999.000

 I          ON
    X                  0.066      0.109      0.603      0.547

 S          ON
    X                 -0.288      0.241     -1.195      0.232

 Means
    Q                 -9.374      1.408     -6.658      0.000
    II                 0.000      0.000    999.000    999.000
    SI               -20.636      2.176     -9.482      0.000
    QI                30.395      3.199      9.501      0.000

 Intercepts
    I                 -0.755      0.197     -3.843      0.000
    S                  5.846      0.987      5.925      0.000
    U1#1               0.141      0.337      0.419      0.675
    U1                 0.000      0.000    999.000    999.000
    U2#1               0.141      0.337      0.419      0.675
    U2                 0.000      0.000    999.000    999.000
    U3#1               0.141      0.337      0.419      0.675
    U3                 0.000      0.000    999.000    999.000
    U4#1               0.141      0.337      0.419      0.675
    U4                 0.000      0.000    999.000    999.000
    U5#1               0.141      0.337      0.419      0.675
    U5                 0.000      0.000    999.000    999.000
    U6#1               0.141      0.337      0.419      0.675
    U6                 0.000      0.000    999.000    999.000
    U7#1               0.141      0.337      0.419      0.675
    U7                 0.000      0.000    999.000    999.000
    U8#1               0.141      0.337      0.419      0.675
    U8                 0.000      0.000    999.000    999.000

 Variances
    Q                  0.000      0.000    999.000    999.000
    II                 0.000      0.000    999.000    999.000
    SI                 0.000      0.000    999.000    999.000
    QI                 0.000      0.000    999.000    999.000

 Residual Variances
    I                  0.703      0.071      9.936      0.000
    S                  0.000      0.000    999.000    999.000

Latent Class 2

 I        |
    U1                 1.000      0.000    999.000    999.000
    U2                 1.000      0.000    999.000    999.000
    U3                 1.000      0.000    999.000    999.000
    U4                 1.000      0.000    999.000    999.000
    U5                 1.000      0.000    999.000    999.000
    U6                 1.000      0.000    999.000    999.000
    U7                 1.000      0.000    999.000    999.000
    U8                 1.000      0.000    999.000    999.000

 S        |
    U1                 0.000      0.000    999.000    999.000
    U2                 0.100      0.000    999.000    999.000
    U3                 0.200      0.000    999.000    999.000
    U4                 0.300      0.000    999.000    999.000
    U5                 0.400      0.000    999.000    999.000
    U6                 0.500      0.000    999.000    999.000
    U7                 0.600      0.000    999.000    999.000
    U8                 0.700      0.000    999.000    999.000

 Q        |
    U1                 0.000      0.000    999.000    999.000
    U2                 0.010      0.000    999.000    999.000
    U3                 0.040      0.000    999.000    999.000
    U4                 0.090      0.000    999.000    999.000
    U5                 0.160      0.000    999.000    999.000
    U6                 0.250      0.000    999.000    999.000
    U7                 0.360      0.000    999.000    999.000
    U8                 0.490      0.000    999.000    999.000

 II       |
    U1#1               1.000      0.000    999.000    999.000
    U2#1               1.000      0.000    999.000    999.000
    U3#1               1.000      0.000    999.000    999.000
    U4#1               1.000      0.000    999.000    999.000
    U5#1               1.000      0.000    999.000    999.000
    U6#1               1.000      0.000    999.000    999.000
    U7#1               1.000      0.000    999.000    999.000
    U8#1               1.000      0.000    999.000    999.000

 SI       |
    U1#1               0.000      0.000    999.000    999.000
    U2#1               0.100      0.000    999.000    999.000
    U3#1               0.200      0.000    999.000    999.000
    U4#1               0.300      0.000    999.000    999.000
    U5#1               0.400      0.000    999.000    999.000
    U6#1               0.500      0.000    999.000    999.000
    U7#1               0.600      0.000    999.000    999.000
    U8#1               0.700      0.000    999.000    999.000

 QI       |
    U1#1               0.000      0.000    999.000    999.000
    U2#1               0.010      0.000    999.000    999.000
    U3#1               0.040      0.000    999.000    999.000
    U4#1               0.090      0.000    999.000    999.000
    U5#1               0.160      0.000    999.000    999.000
    U6#1               0.250      0.000    999.000    999.000
    U7#1               0.360      0.000    999.000    999.000
    U8#1               0.490      0.000    999.000    999.000

 I          ON
    X                  0.066      0.109      0.603      0.547

 S          ON
    X                 -0.288      0.241     -1.195      0.232

 Means
    Q                -18.009      3.047     -5.911      0.000
    II                 0.000      0.000    999.000    999.000
    SI               -20.636      2.176     -9.482      0.000
    QI                30.395      3.199      9.501      0.000

 Intercepts
    I                 -2.683      0.510     -5.266      0.000
    S                 13.600      2.581      5.269      0.000
    U1#1               0.141      0.337      0.419      0.675
    U1                 0.000      0.000    999.000    999.000
    U2#1               0.141      0.337      0.419      0.675
    U2                 0.000      0.000    999.000    999.000
    U3#1               0.141      0.337      0.419      0.675
    U3                 0.000      0.000    999.000    999.000
    U4#1               0.141      0.337      0.419      0.675
    U4                 0.000      0.000    999.000    999.000
    U5#1               0.141      0.337      0.419      0.675
    U5                 0.000      0.000    999.000    999.000
    U6#1               0.141      0.337      0.419      0.675
    U6                 0.000      0.000    999.000    999.000
    U7#1               0.141      0.337      0.419      0.675
    U7                 0.000      0.000    999.000    999.000
    U8#1               0.141      0.337      0.419      0.675
    U8                 0.000      0.000    999.000    999.000

 Variances
    Q                  0.000      0.000    999.000    999.000
    II                 0.000      0.000    999.000    999.000
    SI                 0.000      0.000    999.000    999.000
    QI                 0.000      0.000    999.000    999.000

 Residual Variances
    I                  0.703      0.071      9.936      0.000
    S                  0.000      0.000    999.000    999.000

Categorical Latent Variables

 C#1        ON
    X                 -3.436      4.078     -0.843      0.399

 Intercepts
    C#1               -1.384      1.516     -0.912      0.362


LOGISTIC REGRESSION ODDS RATIO RESULTS

Categorical Latent Variables

 C#1      ON
    X                  0.032


ALTERNATIVE PARAMETERIZATIONS FOR THE CATEGORICAL LATENT VARIABLE REGRESSION

Parameterization using Reference Class 1

 C#2      ON
    X                  3.436      4.078      0.843      0.399

 Intercepts
    C#2                1.384      1.516      0.912      0.362


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.679E-04
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS 1


           NU
              U1#1          U1            U2#1          U2            U3#1
              ________      ________      ________      ________      ________
 1                  1             0             1             0             1


           NU
              U3            U4#1          U4            U5#1          U5
              ________      ________      ________      ________      ________
 1                  0             1             0             1             0


           NU
              U6#1          U6            U7#1          U7            U8#1
              ________      ________      ________      ________      ________
 1                  1             0             1             0             1


           NU
              U8            X
              ________      ________
 1                  0             0


           LAMBDA
              I             S             Q             II            SI
              ________      ________      ________      ________      ________
 U1#1               0             0             0             0             0
 U1                 0             0             0             0             0
 U2#1               0             0             0             0             0
 U2                 0             0             0             0             0
 U3#1               0             0             0             0             0
 U3                 0             0             0             0             0
 U4#1               0             0             0             0             0
 U4                 0             0             0             0             0
 U5#1               0             0             0             0             0
 U5                 0             0             0             0             0
 U6#1               0             0             0             0             0
 U6                 0             0             0             0             0
 U7#1               0             0             0             0             0
 U7                 0             0             0             0             0
 U8#1               0             0             0             0             0
 U8                 0             0             0             0             0
 X                  0             0             0             0             0


           LAMBDA
              QI            X
              ________      ________
 U1#1               0             0
 U1                 0             0
 U2#1               0             0
 U2                 0             0
 U3#1               0             0
 U3                 0             0
 U4#1               0             0
 U4                 0             0
 U5#1               0             0
 U5                 0             0
 U6#1               0             0
 U6                 0             0
 U7#1               0             0
 U7                 0             0
 U8#1               0             0
 U8                 0             0
 X                  0             0


           THETA
              U1#1          U1            U2#1          U2            U3#1
              ________      ________      ________      ________      ________
 U1#1               0
 U1                 0             0
 U2#1               0             0             0
 U2                 0             0             0             0
 U3#1               0             0             0             0             0
 U3                 0             0             0             0             0
 U4#1               0             0             0             0             0
 U4                 0             0             0             0             0
 U5#1               0             0             0             0             0
 U5                 0             0             0             0             0
 U6#1               0             0             0             0             0
 U6                 0             0             0             0             0
 U7#1               0             0             0             0             0
 U7                 0             0             0             0             0
 U8#1               0             0             0             0             0
 U8                 0             0             0             0             0
 X                  0             0             0             0             0


           THETA
              U3            U4#1          U4            U5#1          U5
              ________      ________      ________      ________      ________
 U3                 0
 U4#1               0             0
 U4                 0             0             0
 U5#1               0             0             0             0
 U5                 0             0             0             0             0
 U6#1               0             0             0             0             0
 U6                 0             0             0             0             0
 U7#1               0             0             0             0             0
 U7                 0             0             0             0             0
 U8#1               0             0             0             0             0
 U8                 0             0             0             0             0
 X                  0             0             0             0             0


           THETA
              U6#1          U6            U7#1          U7            U8#1
              ________      ________      ________      ________      ________
 U6#1               0
 U6                 0             0
 U7#1               0             0             0
 U7                 0             0             0             0
 U8#1               0             0             0             0             0
 U8                 0             0             0             0             0
 X                  0             0             0             0             0


           THETA
              U8            X
              ________      ________
 U8                 0
 X                  0             0


           ALPHA
              I             S             Q             II            SI
              ________      ________      ________      ________      ________
 1                  2             3             4             0             5


           ALPHA
              QI            X
              ________      ________
 1                  6             0


           BETA
              I             S             Q             II            SI
              ________      ________      ________      ________      ________
 I                  0             0             0             0             0
 S                  0             0             0             0             0
 Q                  0             0             0             0             0
 II                 0             0             0             0             0
 SI                 0             0             0             0             0
 QI                 0             0             0             0             0
 X                  0             0             0             0             0


           BETA
              QI            X
              ________      ________
 I                  0             7
 S                  0             8
 Q                  0             0
 II                 0             0
 SI                 0             0
 QI                 0             0
 X                  0             0


           PSI
              I             S             Q             II            SI
              ________      ________      ________      ________      ________
 I                  9
 S                  0             0
 Q                  0             0             0
 II                 0             0             0             0
 SI                 0             0             0             0             0
 QI                 0             0             0             0             0
 X                  0             0             0             0             0


           PSI
              QI            X
              ________      ________
 QI                 0
 X                  0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS 2


           NU
              U1#1          U1            U2#1          U2            U3#1
              ________      ________      ________      ________      ________
 1                  1             0             1             0             1


           NU
              U3            U4#1          U4            U5#1          U5
              ________      ________      ________      ________      ________
 1                  0             1             0             1             0


           NU
              U6#1          U6            U7#1          U7            U8#1
              ________      ________      ________      ________      ________
 1                  1             0             1             0             1


           NU
              U8            X
              ________      ________
 1                  0             0


           LAMBDA
              I             S             Q             II            SI
              ________      ________      ________      ________      ________
 U1#1               0             0             0             0             0
 U1                 0             0             0             0             0
 U2#1               0             0             0             0             0
 U2                 0             0             0             0             0
 U3#1               0             0             0             0             0
 U3                 0             0             0             0             0
 U4#1               0             0             0             0             0
 U4                 0             0             0             0             0
 U5#1               0             0             0             0             0
 U5                 0             0             0             0             0
 U6#1               0             0             0             0             0
 U6                 0             0             0             0             0
 U7#1               0             0             0             0             0
 U7                 0             0             0             0             0
 U8#1               0             0             0             0             0
 U8                 0             0             0             0             0
 X                  0             0             0             0             0


           LAMBDA
              QI            X
              ________      ________
 U1#1               0             0
 U1                 0             0
 U2#1               0             0
 U2                 0             0
 U3#1               0             0
 U3                 0             0
 U4#1               0             0
 U4                 0             0
 U5#1               0             0
 U5                 0             0
 U6#1               0             0
 U6                 0             0
 U7#1               0             0
 U7                 0             0
 U8#1               0             0
 U8                 0             0
 X                  0             0


           THETA
              U1#1          U1            U2#1          U2            U3#1
              ________      ________      ________      ________      ________
 U1#1               0
 U1                 0             0
 U2#1               0             0             0
 U2                 0             0             0             0
 U3#1               0             0             0             0             0
 U3                 0             0             0             0             0
 U4#1               0             0             0             0             0
 U4                 0             0             0             0             0
 U5#1               0             0             0             0             0
 U5                 0             0             0             0             0
 U6#1               0             0             0             0             0
 U6                 0             0             0             0             0
 U7#1               0             0             0             0             0
 U7                 0             0             0             0             0
 U8#1               0             0             0             0             0
 U8                 0             0             0             0             0
 X                  0             0             0             0             0


           THETA
              U3            U4#1          U4            U5#1          U5
              ________      ________      ________      ________      ________
 U3                 0
 U4#1               0             0
 U4                 0             0             0
 U5#1               0             0             0             0
 U5                 0             0             0             0             0
 U6#1               0             0             0             0             0
 U6                 0             0             0             0             0
 U7#1               0             0             0             0             0
 U7                 0             0             0             0             0
 U8#1               0             0             0             0             0
 U8                 0             0             0             0             0
 X                  0             0             0             0             0


           THETA
              U6#1          U6            U7#1          U7            U8#1
              ________      ________      ________      ________      ________
 U6#1               0
 U6                 0             0
 U7#1               0             0             0
 U7                 0             0             0             0
 U8#1               0             0             0             0             0
 U8                 0             0             0             0             0
 X                  0             0             0             0             0


           THETA
              U8            X
              ________      ________
 U8                 0
 X                  0             0


           ALPHA
              I             S             Q             II            SI
              ________      ________      ________      ________      ________
 1                 10            11            12             0             5


           ALPHA
              QI            X
              ________      ________
 1                  6             0


           BETA
              I             S             Q             II            SI
              ________      ________      ________      ________      ________
 I                  0             0             0             0             0
 S                  0             0             0             0             0
 Q                  0             0             0             0             0
 II                 0             0             0             0             0
 SI                 0             0             0             0             0
 QI                 0             0             0             0             0
 X                  0             0             0             0             0


           BETA
              QI            X
              ________      ________
 I                  0             7
 S                  0             8
 Q                  0             0
 II                 0             0
 SI                 0             0
 QI                 0             0
 X                  0             0


           PSI
              I             S             Q             II            SI
              ________      ________      ________      ________      ________
 I                  9
 S                  0             0
 Q                  0             0             0
 II                 0             0             0             0
 SI                 0             0             0             0             0
 QI                 0             0             0             0             0
 X                  0             0             0             0             0


           PSI
              QI            X
              ________      ________
 QI                 0
 X                  0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C#1           C#2
              ________      ________
 1                 13             0


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


           GAMMA(C)
              QI            X
              ________      ________
 C#1                0            14
 C#2                0             0


     STARTING VALUES FOR LATENT CLASS 1


           NU
              U1#1          U1            U2#1          U2            U3#1
              ________      ________      ________      ________      ________
 1             -0.468         0.000        -0.468         0.000        -0.468


           NU
              U3            U4#1          U4            U5#1          U5
              ________      ________      ________      ________      ________
 1              0.000        -0.468         0.000        -0.468         0.000


           NU
              U6#1          U6            U7#1          U7            U8#1
              ________      ________      ________      ________      ________
 1             -0.468         0.000        -0.468         0.000        -0.468


           NU
              U8            X
              ________      ________
 1              0.000         0.000


           LAMBDA
              I             S             Q             II            SI
              ________      ________      ________      ________      ________
 U1#1           0.000         0.000         0.000         1.000         0.000
 U1             1.000         0.000         0.000         0.000         0.000
 U2#1           0.000         0.000         0.000         1.000         0.100
 U2             1.000         0.100         0.010         0.000         0.000
 U3#1           0.000         0.000         0.000         1.000         0.200
 U3             1.000         0.200         0.040         0.000         0.000
 U4#1           0.000         0.000         0.000         1.000         0.300
 U4             1.000         0.300         0.090         0.000         0.000
 U5#1           0.000         0.000         0.000         1.000         0.400
 U5             1.000         0.400         0.160         0.000         0.000
 U6#1           0.000         0.000         0.000         1.000         0.500
 U6             1.000         0.500         0.250         0.000         0.000
 U7#1           0.000         0.000         0.000         1.000         0.600
 U7             1.000         0.600         0.360         0.000         0.000
 U8#1           0.000         0.000         0.000         1.000         0.700
 U8             1.000         0.700         0.490         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              QI            X
              ________      ________
 U1#1           0.000         0.000
 U1             0.000         0.000
 U2#1           0.010         0.000
 U2             0.000         0.000
 U3#1           0.040         0.000
 U3             0.000         0.000
 U4#1           0.090         0.000
 U4             0.000         0.000
 U5#1           0.160         0.000
 U5             0.000         0.000
 U6#1           0.250         0.000
 U6             0.000         0.000
 U7#1           0.360         0.000
 U7             0.000         0.000
 U8#1           0.490         0.000
 U8             0.000         0.000
 X              0.000         1.000


           THETA
              U1#1          U1            U2#1          U2            U3#1
              ________      ________      ________      ________      ________
 U1#1           0.000
 U1             0.000         0.000
 U2#1           0.000         0.000         0.000
 U2             0.000         0.000         0.000         0.000
 U3#1           0.000         0.000         0.000         0.000         0.000
 U3             0.000         0.000         0.000         0.000         0.000
 U4#1           0.000         0.000         0.000         0.000         0.000
 U4             0.000         0.000         0.000         0.000         0.000
 U5#1           0.000         0.000         0.000         0.000         0.000
 U5             0.000         0.000         0.000         0.000         0.000
 U6#1           0.000         0.000         0.000         0.000         0.000
 U6             0.000         0.000         0.000         0.000         0.000
 U7#1           0.000         0.000         0.000         0.000         0.000
 U7             0.000         0.000         0.000         0.000         0.000
 U8#1           0.000         0.000         0.000         0.000         0.000
 U8             0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000


           THETA
              U3            U4#1          U4            U5#1          U5
              ________      ________      ________      ________      ________
 U3             0.000
 U4#1           0.000         0.000
 U4             0.000         0.000         0.000
 U5#1           0.000         0.000         0.000         0.000
 U5             0.000         0.000         0.000         0.000         0.000
 U6#1           0.000         0.000         0.000         0.000         0.000
 U6             0.000         0.000         0.000         0.000         0.000
 U7#1           0.000         0.000         0.000         0.000         0.000
 U7             0.000         0.000         0.000         0.000         0.000
 U8#1           0.000         0.000         0.000         0.000         0.000
 U8             0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000


           THETA
              U6#1          U6            U7#1          U7            U8#1
              ________      ________      ________      ________      ________
 U6#1           0.000
 U6             0.000         0.000
 U7#1           0.000         0.000         0.000
 U7             0.000         0.000         0.000         0.000
 U8#1           0.000         0.000         0.000         0.000         0.000
 U8             0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000


           THETA
              U8            X
              ________      ________
 U8             0.000
 X              0.000         0.000


           ALPHA
              I             S             Q             II            SI
              ________      ________      ________      ________      ________
 1              0.046         6.679        -9.545         0.000         0.000


           ALPHA
              QI            X
              ________      ________
 1              0.000         0.000


           BETA
              I             S             Q             II            SI
              ________      ________      ________      ________      ________
 I              0.000         0.000         0.000         0.000         0.000
 S              0.000         0.000         0.000         0.000         0.000
 Q              0.000         0.000         0.000         0.000         0.000
 II             0.000         0.000         0.000         0.000         0.000
 SI             0.000         0.000         0.000         0.000         0.000
 QI             0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000


           BETA
              QI            X
              ________      ________
 I              0.000         0.000
 S              0.000         0.000
 Q              0.000         0.000
 II             0.000         0.000
 SI             0.000         0.000
 QI             0.000         0.000
 X              0.000         0.000


           PSI
              I             S             Q             II            SI
              ________      ________      ________      ________      ________
 I              0.325
 S              0.000         0.000
 Q              0.000         0.000         0.000
 II             0.000         0.000         0.000         0.000
 SI             0.000         0.000         0.000         0.000         0.000
 QI             0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000


           PSI
              QI            X
              ________      ________
 QI             0.000
 X              0.000         0.525


     STARTING VALUES FOR LATENT CLASS 2


           NU
              U1#1          U1            U2#1          U2            U3#1
              ________      ________      ________      ________      ________
 1             -0.468         0.000        -0.468         0.000        -0.468


           NU
              U3            U4#1          U4            U5#1          U5
              ________      ________      ________      ________      ________
 1              0.000        -0.468         0.000        -0.468         0.000


           NU
              U6#1          U6            U7#1          U7            U8#1
              ________      ________      ________      ________      ________
 1             -0.468         0.000        -0.468         0.000        -0.468


           NU
              U8            X
              ________      ________
 1              0.000         0.000


           LAMBDA
              I             S             Q             II            SI
              ________      ________      ________      ________      ________
 U1#1           0.000         0.000         0.000         1.000         0.000
 U1             1.000         0.000         0.000         0.000         0.000
 U2#1           0.000         0.000         0.000         1.000         0.100
 U2             1.000         0.100         0.010         0.000         0.000
 U3#1           0.000         0.000         0.000         1.000         0.200
 U3             1.000         0.200         0.040         0.000         0.000
 U4#1           0.000         0.000         0.000         1.000         0.300
 U4             1.000         0.300         0.090         0.000         0.000
 U5#1           0.000         0.000         0.000         1.000         0.400
 U5             1.000         0.400         0.160         0.000         0.000
 U6#1           0.000         0.000         0.000         1.000         0.500
 U6             1.000         0.500         0.250         0.000         0.000
 U7#1           0.000         0.000         0.000         1.000         0.600
 U7             1.000         0.600         0.360         0.000         0.000
 U8#1           0.000         0.000         0.000         1.000         0.700
 U8             1.000         0.700         0.490         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000


           LAMBDA
              QI            X
              ________      ________
 U1#1           0.000         0.000
 U1             0.000         0.000
 U2#1           0.010         0.000
 U2             0.000         0.000
 U3#1           0.040         0.000
 U3             0.000         0.000
 U4#1           0.090         0.000
 U4             0.000         0.000
 U5#1           0.160         0.000
 U5             0.000         0.000
 U6#1           0.250         0.000
 U6             0.000         0.000
 U7#1           0.360         0.000
 U7             0.000         0.000
 U8#1           0.490         0.000
 U8             0.000         0.000
 X              0.000         1.000


           THETA
              U1#1          U1            U2#1          U2            U3#1
              ________      ________      ________      ________      ________
 U1#1           0.000
 U1             0.000         0.000
 U2#1           0.000         0.000         0.000
 U2             0.000         0.000         0.000         0.000
 U3#1           0.000         0.000         0.000         0.000         0.000
 U3             0.000         0.000         0.000         0.000         0.000
 U4#1           0.000         0.000         0.000         0.000         0.000
 U4             0.000         0.000         0.000         0.000         0.000
 U5#1           0.000         0.000         0.000         0.000         0.000
 U5             0.000         0.000         0.000         0.000         0.000
 U6#1           0.000         0.000         0.000         0.000         0.000
 U6             0.000         0.000         0.000         0.000         0.000
 U7#1           0.000         0.000         0.000         0.000         0.000
 U7             0.000         0.000         0.000         0.000         0.000
 U8#1           0.000         0.000         0.000         0.000         0.000
 U8             0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000


           THETA
              U3            U4#1          U4            U5#1          U5
              ________      ________      ________      ________      ________
 U3             0.000
 U4#1           0.000         0.000
 U4             0.000         0.000         0.000
 U5#1           0.000         0.000         0.000         0.000
 U5             0.000         0.000         0.000         0.000         0.000
 U6#1           0.000         0.000         0.000         0.000         0.000
 U6             0.000         0.000         0.000         0.000         0.000
 U7#1           0.000         0.000         0.000         0.000         0.000
 U7             0.000         0.000         0.000         0.000         0.000
 U8#1           0.000         0.000         0.000         0.000         0.000
 U8             0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000


           THETA
              U6#1          U6            U7#1          U7            U8#1
              ________      ________      ________      ________      ________
 U6#1           0.000
 U6             0.000         0.000
 U7#1           0.000         0.000         0.000
 U7             0.000         0.000         0.000         0.000
 U8#1           0.000         0.000         0.000         0.000         0.000
 U8             0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000


           THETA
              U8            X
              ________      ________
 U8             0.000
 X              0.000         0.000


           ALPHA
              I             S             Q             II            SI
              ________      ________      ________      ________      ________
 1              0.046         6.679        -9.545         0.000         0.000


           ALPHA
              QI            X
              ________      ________
 1              0.000         0.000


           BETA
              I             S             Q             II            SI
              ________      ________      ________      ________      ________
 I              0.000         0.000         0.000         0.000         0.000
 S              0.000         0.000         0.000         0.000         0.000
 Q              0.000         0.000         0.000         0.000         0.000
 II             0.000         0.000         0.000         0.000         0.000
 SI             0.000         0.000         0.000         0.000         0.000
 QI             0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000


           BETA
              QI            X
              ________      ________
 I              0.000         0.000
 S              0.000         0.000
 Q              0.000         0.000
 II             0.000         0.000
 SI             0.000         0.000
 QI             0.000         0.000
 X              0.000         0.000


           PSI
              I             S             Q             II            SI
              ________      ________      ________      ________      ________
 I              0.325
 S              0.000         0.000
 Q              0.000         0.000         0.000
 II             0.000         0.000         0.000         0.000
 SI             0.000         0.000         0.000         0.000         0.000
 QI             0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000


           PSI
              QI            X
              ________      ________
 QI             0.000
 X              0.000         0.525


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


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


           GAMMA(C)
              QI            X
              ________      ________
 C#1            0.000         0.000
 C#2            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 -0.45436393D+04    0.0000000    0.0000000    250.000   250.000    EM
     2 -0.41718067D+04  371.8326015    0.0818359    347.126   152.874    FS
     3 -0.39980434D+04  173.7633439    0.0416518    304.886   195.114    FS
     4 -0.39448627D+04   53.1806364    0.0133017    305.353   194.647    EM
     5 -0.39247469D+04   20.1158541    0.0050993    305.996   194.004    EM
     6 -0.39143510D+04   10.3958619    0.0026488    306.639   193.361    EM
     7 -0.39077105D+04    6.6404594    0.0016964    307.299   192.701    EM
     8 -0.39028408D+04    4.8697968    0.0012462    307.968   192.032    EM
     9 -0.38991044D+04    3.7363265    0.0009573    308.634   191.366    EM
    10 -0.38961802D+04    2.9242498    0.0007500    309.280   190.720    EM
    11 -0.38938490D+04    2.3312025    0.0005983    309.871   190.129    EM
    12 -0.38919471D+04    1.9019025    0.0004884    310.341   189.659    EM
    13 -0.38903394D+04    1.6076210    0.0004131    310.601   189.399    EM
    14 -0.38889200D+04    1.4194152    0.0003649    310.567   189.433    EM
    15 -0.38876442D+04    1.2758477    0.0003281    310.207   189.793    EM
    16 -0.38865417D+04    1.1024895    0.0002836    309.545   190.455    EM
    17 -0.38856520D+04    0.8896463    0.0002289    308.642   191.358    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.50155987D+04    0.0000000    0.0000000    365.790   134.210    EM
     2 -0.45940699D+04  421.5287587    0.0840436    413.450    86.550    FS
     3 -0.43453152D+04  248.7546739    0.0541469    462.712    37.288    FS
     4 -0.41141183D+04  231.1968954    0.0532060    480.789    19.211    FS
     5 -0.39919991D+04  122.1192514    0.0296830    473.385    26.615    FS
     6 -0.39255495D+04   66.4495882    0.0166457    466.987    33.013    FS
     7 -0.39016717D+04   23.8777971    0.0060827    443.093    56.907    FS
     8 -0.38963229D+04    5.3487927    0.0013709    440.595    59.405    EM
     9 -0.38939363D+04    2.3866192    0.0006125    437.401    62.599    EM
    10 -0.38923086D+04    1.6276440    0.0004180    433.967    66.033    EM
    11 -0.38911167D+04    1.1919077    0.0003062    430.468    69.532    EM
    12 -0.38902153D+04    0.9013873    0.0002317    426.985    73.015    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.55919508D+05    0.0000000    0.0000000    325.192   174.808    EM
     2 -0.52033061D+05 3886.4471747    0.0695007    323.935   176.065    FS
     3 -0.43180840D+05 8852.2211564    0.1701269    323.418   176.582    FS
     4 -0.30352819D+05 ************    0.2970767    317.662   182.338    FS
     5 -0.29456533D+05  896.2859104    0.0295289    306.904   193.096    FS
     6 -0.28918698D+05  537.8356845    0.0182586    306.398   193.602    FS
     7 -0.28484070D+05  434.6280942    0.0150293    302.660   197.340    FS
     8 -0.28133771D+05  350.2982944    0.0122980    295.781   204.219    FS
     9 -0.27721653D+05  412.1184604    0.0146485    292.357   207.643    FS
    10 -0.27336477D+05  385.1763863    0.0138944    291.448   208.552    FS
    11 -0.26919461D+05  417.0158761    0.0152549    291.780   208.220    FS
    12 -0.26506610D+05  412.8502456    0.0153365    292.643   207.357    FS
    13 -0.26051201D+05  455.4096895    0.0171810    293.690   206.310    FS
    14 -0.25667184D+05  384.0165510    0.0147408    294.796   205.204    FS
    15 -0.25340374D+05  326.8106433    0.0127326    295.481   204.519    FS
    16 -0.25034251D+05  306.1223634    0.0120804    296.400   203.600    FS
    17 -0.24710598D+05  323.6528047    0.0129284    296.857   203.143    FS
    18 -0.24395860D+05  314.7386615    0.0127370    298.352   201.648    FS
    19 -0.24085278D+05  310.5813732    0.0127309    298.221   201.779    FS
    20 -0.23818676D+05  266.6019263    0.0110691    302.187   197.813    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.58345811D+04    0.0000000    0.0000000    137.107   362.893    EM
     2 -0.54608435D+04  373.7375708    0.0640556    135.627   364.373    FS
     3 -0.51660623D+04  294.7812587    0.0539809    135.100   364.900    FS
     4 -0.50223405D+04  143.7218048    0.0278204    141.427   358.573    FS
     5 -0.48028641D+04  219.4764114    0.0437000    151.301   348.699    FS
     6 -0.46300585D+04  172.8055660    0.0359797    160.855   339.145    FS
     7 -0.44877237D+04  142.3347609    0.0307415    165.743   334.257    FS
     8 -0.43673993D+04  120.3244336    0.0268119    169.776   330.224    FS
     9 -0.42634888D+04  103.9104992    0.0237923    175.672   324.328    FS
    10 -0.41698629D+04   93.6259208    0.0219599    182.097   317.903    FS
    11 -0.40849960D+04   84.8669415    0.0203525    190.765   309.235    FS
    12 -0.40192792D+04   65.7168000    0.0160874    199.075   300.925    FS
    13 -0.39690674D+04   50.2117698    0.0124927    205.979   294.021    FS
    14 -0.39307042D+04   38.3632020    0.0096655    215.176   284.824    FS
    15 -0.39055880D+04   25.1162072    0.0063897    229.339   270.661    FS
    16 -0.38943831D+04   11.2048427    0.0028689    252.600   247.400    FS
    17 -0.38927352D+04    1.6479099    0.0004232    350.459   149.541    FS
    18 -0.38869500D+04    5.7852466    0.0014862    379.378   120.622    FS
    19 -0.38855601D+04    1.3898555    0.0003576    375.942   124.058    EM
    20 -0.38850908D+04    0.4692751    0.0001208    372.408   127.592    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.58333731D+04    0.0000000    0.0000000    229.640   270.360    EM
     2 -0.55480915D+04  285.2815719    0.0489051    185.694   314.306    FS
     3 -0.52063560D+04  341.7355119    0.0615951    160.095   339.905    FS
     4 -0.49137383D+04  292.6176784    0.0562039    140.622   359.378    FS
     5 -0.47279834D+04  185.7548885    0.0378032    123.801   376.199    FS
     6 -0.45881209D+04  139.8624857    0.0295818    125.467   374.533    FS
     7 -0.44921367D+04   95.9842566    0.0209202    154.792   345.208    FS
     8 -0.44225673D+04   69.5693188    0.0154869    157.608   342.392    FS
     9 -0.43599557D+04   62.6116890    0.0141573    189.274   310.726    FS
    10 -0.43141444D+04   45.8112114    0.0105073    187.000   313.000    FS
    11 -0.42756435D+04   38.5009479    0.0089244    192.929   307.071    FS
    12 -0.42381688D+04   37.4747118    0.0087647    189.922   310.078    FS
    13 -0.42020912D+04   36.0775405    0.0085125    198.830   301.170    FS
    14 -0.41655635D+04   36.5277563    0.0086928    192.163   307.837    FS
    15 -0.41346454D+04   30.9180553    0.0074223    212.551   287.449    FS
    16 -0.40991710D+04   35.4743913    0.0085798    196.282   303.718    FS
    17 -0.39147787D+04  184.3923179    0.0449828    198.801   301.199    EM
    18 -0.38944453D+04   20.3334109    0.0051940    200.640   299.360    EM
    19 -0.38913753D+04    3.0700459    0.0007883    202.763   297.237    EM
    20 -0.38903623D+04    1.0129547    0.0002603    205.189   294.811    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12499377D+05    0.0000000    0.0000000    389.345   110.655    EM
     2 -0.12122235D+05  377.1415103    0.0301728    394.653   105.347    FS
     3 -0.11751816D+05  370.4195955    0.0305570    399.087   100.913    FS
     4 -0.11731317D+05   20.4985077    0.0017443    400.488    99.512    FS
     5 -0.11252514D+05  478.8030603    0.0408141    400.725    99.275    FS
     6 -0.10850585D+05  401.9295024    0.0357191    401.735    98.265    FS
     7 -0.10463783D+05  386.8020209    0.0356480    402.908    97.092    FS
     8 -0.10080835D+05  382.9475606    0.0365974    404.062    95.938    FS
     9 -0.96996083D+04  381.2269040    0.0378170    404.354    95.646    FS
    10 -0.93209943D+04  378.6140359    0.0390340    403.450    96.550    FS
    11 -0.89460535D+04  374.9408276    0.0402254    401.184    98.816    FS
    12 -0.85746746D+04  371.3788476    0.0415131    397.480   102.520    FS
    13 -0.82082807D+04  366.3939200    0.0427298    391.790   108.210    FS
    14 -0.78476612D+04  360.6195354    0.0439336    384.032   115.968    FS
    15 -0.74940876D+04  353.5736068    0.0450546    377.243   122.757    FS
    16 -0.71493464D+04  344.7411823    0.0460018    383.251   116.749    FS
    17 -0.68135683D+04  335.7780706    0.0469663    392.044   107.956    FS
    18 -0.64906573D+04  322.9110104    0.0473923    398.005   101.995    FS
    19 -0.61836616D+04  306.9957290    0.0472981    397.600   102.400    FS
    20 -0.58954984D+04  288.1631856    0.0466007    397.288   102.712    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21411303D+05    0.0000000    0.0000000     43.103   456.897    EM
     2 -0.16857411D+05 4553.8923131    0.2126864     40.000   460.000    FS
     3 -0.14041542D+05 2815.8683690    0.1670404     40.497   459.503    FS
     4 -0.13473483D+05  568.0589097    0.0404556     40.733   459.267    FS
     5 -0.13140769D+05  332.7139975    0.0246940     39.671   460.329    FS
     6 -0.12885597D+05  255.1725934    0.0194184     39.952   460.048    FS
     7 -0.12672923D+05  212.6740970    0.0165048     41.687   458.313    FS
     8 -0.12488220D+05  184.7027270    0.0145746     43.685   456.315    FS
     9 -0.12316403D+05  171.8167259    0.0137583     45.583   454.417    FS
    10 -0.12153160D+05  163.2435298    0.0132542     47.054   452.946    FS
    11 -0.11992159D+05  161.0007853    0.0132476     48.020   451.980    FS
    12 -0.11830363D+05  161.7958945    0.0134918     49.312   450.688    FS
    13 -0.11668341D+05  162.0223101    0.0136955     50.551   449.449    FS
    14 -0.11511369D+05  156.9713507    0.0134528     51.552   448.448    FS
    15 -0.11361102D+05  150.2671686    0.0130538     52.149   447.851    FS
    16 -0.11218765D+05  142.3368790    0.0125284     52.816   447.184    FS
    17 -0.11081137D+05  137.6285760    0.0122677     53.229   446.771    FS
    18 -0.10944993D+05  136.1437046    0.0122861     54.729   445.271    FS
    19 -0.10811777D+05  133.2161611    0.0121714     55.319   444.681    FS
    20 -0.10681997D+05  129.7801223    0.0120036     56.285   443.715    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.55231834D+04    0.0000000    0.0000000    422.280    77.720    EM
     2 -0.52251001D+04  298.0833008    0.0539695    445.969    54.031    FS
     3 -0.49710770D+04  254.0230700    0.0486159    465.141    34.859    FS
     4 -0.49525779D+04   18.4991667    0.0037214    459.026    40.974    FS
     5 -0.47005686D+04  252.0092736    0.0508845    462.920    37.080    FS
     6 -0.45498049D+04  150.7636844    0.0320735    469.120    30.880    FS
     7 -0.44173897D+04  132.4152344    0.0291035    476.199    23.801    FS
     8 -0.43088649D+04  108.5247366    0.0245676    479.526    20.474    FS
     9 -0.42146337D+04   94.2311934    0.0218691    482.468    17.532    FS
    10 -0.41297368D+04   84.8969562    0.0201434    484.962    15.038    FS
    11 -0.40546143D+04   75.1224751    0.0181906    487.138    12.862    FS
    12 -0.39945810D+04   60.0333432    0.0148062    488.699    11.301    FS
    13 -0.39559724D+04   38.6086044    0.0096652    489.167    10.833    FS
    14 -0.39335038D+04   22.4685141    0.0056796    489.996    10.004    FS
    15 -0.39204128D+04   13.0910423    0.0033281    491.660     8.340    FS
    16 -0.39137390D+04    6.6737866    0.0017023    491.897     8.103    FS
    17 -0.39099456D+04    3.7933770    0.0009692    491.792     8.208    FS
    18 -0.39081578D+04    1.7878877    0.0004573    491.964     8.036    FS
    19 -0.39076623D+04    0.4954943    0.0001268    491.983     8.017    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.61517538D+04    0.0000000    0.0000000    469.678    30.322    EM
     2 -0.57646952D+04  387.0585618    0.0629184    480.473    19.527    FS
     3 -0.54627188D+04  301.9763588    0.0523838    488.188    11.812    FS
     4 -0.53033371D+04  159.3817100    0.0291763    489.736    10.264    FS
     5 -0.49802583D+04  323.0788016    0.0609199    487.573    12.427    FS
     6 -0.47621642D+04  218.0941109    0.0437917    486.948    13.052    FS
     7 -0.45839657D+04  178.1985242    0.0374197    489.973    10.027    FS
     8 -0.44044787D+04  179.4869888    0.0391554    493.443     6.557    FS
     9 -0.42602440D+04  144.2347548    0.0327473    494.479     5.521    FS
    10 -0.40958894D+04  164.3545410    0.0385787    486.450    13.550    FS
    11 -0.40131736D+04   82.7158563    0.0201948    488.712    11.288    FS
    12 -0.39635851D+04   49.5884735    0.0123564    489.501    10.499    FS
    13 -0.39385081D+04   25.0769565    0.0063268    490.368     9.632    FS
    14 -0.39249595D+04   13.5486647    0.0034400    491.150     8.850    FS
    15 -0.39170623D+04    7.8971686    0.0020120    491.797     8.203    FS
    16 -0.39126359D+04    4.4263523    0.0011300    492.205     7.795    FS
    17 -0.39090745D+04    3.5614359    0.0009102    492.446     7.554    FS
    18 -0.39058282D+04    3.2463046    0.0008305    492.950     7.050    FS
    19 -0.39029629D+04    2.8653057    0.0007336    493.556     6.444    FS
    20 -0.39004251D+04    2.5378453    0.0006502    494.369     5.631    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.78703847D+04    0.0000000    0.0000000    254.429   245.571    EM
     2 -0.74415224D+04  428.8622805    0.0544906    239.348   260.652    FS
     3 -0.70734480D+04  368.0744385    0.0494622    230.265   269.735    FS
     4 -0.67297987D+04  343.6492509    0.0485830    217.400   282.600    FS
     5 -0.63807465D+04  349.0522320    0.0518667    222.246   277.754    FS
     6 -0.60727582D+04  307.9882749    0.0482684    244.246   255.754    FS
     7 -0.59631729D+04  109.5853366    0.0180454    299.557   200.443    FS
     8 -0.57146595D+04  248.5133140    0.0416747    353.532   146.468    FS
     9 -0.54894216D+04  225.2379437    0.0394141    340.310   159.690    FS
    10 -0.53120405D+04  177.3810661    0.0323133    346.115   153.885    FS
    11 -0.51635963D+04  148.4442798    0.0279449    342.091   157.909    FS
    12 -0.50354025D+04  128.1937798    0.0248265    346.369   153.631    FS
    13 -0.49182038D+04  117.1987135    0.0232749    346.899   153.101    FS
    14 -0.48142947D+04  103.9091010    0.0211274    347.512   152.488    FS
    15 -0.47273144D+04   86.9802199    0.0180671    347.644   152.356    FS
    16 -0.46445739D+04   82.7405656    0.0175027    351.811   148.189    FS
    17 -0.45895618D+04   55.0120948    0.0118444    346.811   153.189    FS
    18 -0.45268470D+04   62.7148049    0.0136647    351.700   148.300    FS
    19 -0.44740719D+04   52.7750675    0.0116582    345.250   154.750    FS
    20 -0.44193260D+04   54.7458826    0.0122363    348.216   151.784    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.28398711D+05    0.0000000    0.0000000    290.414   209.586    EM
     2 -0.15359104D+05 ************    0.4591619    297.834   202.166    FS
     3 -0.13296535D+05 2062.5693160    0.1342897    299.726   200.274    FS
     4 -0.12871748D+05  424.7870313    0.0319472    298.998   201.002    FS
     5 -0.12497872D+05  373.8760776    0.0290463    298.804   201.196    FS
     6 -0.12137682D+05  360.1903964    0.0288201    299.468   200.532    FS
     7 -0.11795144D+05  342.5380520    0.0282210    299.357   200.643    FS
     8 -0.11463377D+05  331.7661282    0.0281273    299.533   200.467    FS
     9 -0.11141049D+05  322.3286773    0.0281181    299.687   200.313    FS
    10 -0.10838230D+05  302.8187586    0.0271805    299.317   200.683    FS
    11 -0.10555530D+05  282.7002724    0.0260836    299.739   200.261    FS
    12 -0.10293945D+05  261.5844005    0.0247817    299.052   200.948    FS
    13 -0.10052310D+05  241.6354237    0.0234735    298.963   201.037    FS
    14 -0.98333492D+04  218.9606372    0.0217821    298.775   201.225    FS
    15 -0.96315091D+04  201.8401578    0.0205261    298.213   201.787    FS
    16 -0.94517387D+04  179.7703599    0.0186648    298.249   201.751    FS
    17 -0.92884837D+04  163.2549882    0.0172725    298.649   201.351    FS
    18 -0.91367616D+04  151.7221057    0.0163344    298.920   201.080    FS
    19 -0.89943429D+04  142.4187051    0.0155874    299.254   200.746    FS
    20 -0.88604920D+04  133.8508820    0.0148817    299.758   200.242    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.66107809D+04    0.0000000    0.0000000    188.953   311.047    EM
     2 -0.60559172D+04  554.8637205    0.0839332    238.034   261.966    FS
     3 -0.56607875D+04  395.1296970    0.0652469    300.166   199.834    FS
     4 -0.53152230D+04  345.5645109    0.0610453    351.157   148.843    FS
     5 -0.49722061D+04  343.0168277    0.0645348    385.118   114.882    FS
     6 -0.46488751D+04  323.3310148    0.0650277    311.690   188.310    FS
     7 -0.43514369D+04  297.4381894    0.0639807    101.378   398.622    FS
     8 -0.40694614D+04  281.9754784    0.0648005     70.711   429.289    FS
     9 -0.39839741D+04   85.4873593    0.0210070     54.143   445.857    FS
    10 -0.39447160D+04   39.2580767    0.0098540     47.223   452.777    FS
    11 -0.39233341D+04   21.3818988    0.0054204     35.765   464.235    FS
    12 -0.39091020D+04   14.2320639    0.0036275     23.777   476.223    FS
    13 -0.39047865D+04    4.3155497    0.0011040     25.104   474.896    FS
    14 -0.39020797D+04    2.7067629    0.0006932     38.847   461.153    FS
    15 -0.38998736D+04    2.2061392    0.0005654    101.128   398.872    FS
    16 -0.38953078D+04    4.5657497    0.0011707    151.237   348.763    FS
    17 -0.38943960D+04    0.9118065    0.0002341    150.631   349.369    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.61327779D+04    0.0000000    0.0000000    279.744   220.256    EM
     2 -0.58624183D+04  270.3596170    0.0440844    286.316   213.684    FS
     3 -0.55288853D+04  333.5329778    0.0568934    290.636   209.364    FS
     4 -0.51900330D+04  338.8522854    0.0612876    297.091   202.909    FS
     5 -0.48910176D+04  299.0154422    0.0576134    300.567   199.433    FS
     6 -0.46317437D+04  259.2738830    0.0530102    304.055   195.945    FS
     7 -0.44118679D+04  219.8757920    0.0474715    306.351   193.649    FS
     8 -0.42314212D+04  180.4466427    0.0409003    308.551   191.449    FS
     9 -0.40835410D+04  147.8802941    0.0349481    309.900   190.100    FS
    10 -0.39745622D+04  108.9788009    0.0266873    308.658   191.342    FS
    11 -0.39117435D+04   62.8186272    0.0158052    304.248   195.752    FS
    12 -0.38843003D+04   27.4431980    0.0070156    301.349   198.651    FS
    13 -0.38814601D+04    2.8402393    0.0007312    317.474   182.526    FS
    14 -0.38813427D+04    0.1173832    0.0000302    316.734   183.266    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.76747632D+04    0.0000000    0.0000000    369.855   130.145    EM
     2 -0.68237131D+04  851.0501159    0.1108894    369.934   130.066    FS
     3 -0.64381290D+04  385.5840726    0.0565065    375.793   124.207    FS
     4 -0.60239373D+04  414.1917477    0.0643342    386.386   113.614    FS
     5 -0.41676980D+04 1856.2392945    0.3081439    394.789   105.211    EM
     6 -0.40535309D+04  114.1670561    0.0273933    405.805    94.195    EM
     7 -0.40163221D+04   37.2088625    0.0091794    416.156    83.844    EM
     8 -0.39929130D+04   23.4090777    0.0058285    424.544    75.456    EM
     9 -0.39750799D+04   17.8330559    0.0044662    431.211    68.789    EM
    10 -0.39607500D+04   14.3299010    0.0036049    436.521    63.479    EM
    11 -0.39490347D+04   11.7153274    0.0029579    440.732    59.268    EM
    12 -0.39393715D+04    9.6632350    0.0024470    444.066    55.934    EM
    13 -0.39313525D+04    8.0189370    0.0020356    446.701    53.299    EM
    14 -0.39246802D+04    6.6722691    0.0016972    448.776    51.224    EM
    15 -0.39191280D+04    5.5522944    0.0014147    450.401    49.599    EM
    16 -0.39145150D+04    4.6129461    0.0011770    451.661    48.339    EM
    17 -0.39106926D+04    3.8223808    0.0009765    452.623    47.377    EM
    18 -0.39075353D+04    3.1572981    0.0008074    453.341    46.659    EM
    19 -0.39049357D+04    2.5996425    0.0006653    453.855    46.145    EM
    20 -0.39028010D+04    2.1346643    0.0005467    454.198    45.802    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.70746788D+04    0.0000000    0.0000000    342.446   157.554    EM
     2 -0.64323663D+04  642.3125245    0.0907903    389.264   110.736    FS
     3 -0.60629509D+04  369.4154016    0.0574307    429.585    70.415    FS
     4 -0.56992933D+04  363.6575737    0.0599803    453.712    46.288    FS
     5 -0.54119299D+04  287.3633475    0.0504209    461.090    38.910    FS
     6 -0.51297004D+04  282.2295640    0.0521495    458.196    41.804    FS
     7 -0.48397335D+04  289.9669131    0.0565271    461.978    38.022    FS
     8 -0.46080668D+04  231.6667061    0.0478677    474.331    25.669    FS
     9 -0.44192632D+04  188.8035989    0.0409724    488.345    11.655    FS
    10 -0.42624414D+04  156.8217883    0.0354860    494.360     5.640    FS
    11 -0.41737530D+04   88.6884155    0.0208070    491.475     8.525    FS
    12 -0.40636232D+04  110.1298032    0.0263863    499.204     0.796    FS
    13 -0.40030603D+04   60.5628854    0.0149037    499.019     0.981    FS
    14 -0.39588695D+04   44.1907304    0.0110392    499.000     1.000    FS
    15 -0.39286726D+04   30.1969397    0.0076277    499.000     1.000    FS
    16 -0.39095606D+04   19.1119719    0.0048647    499.000     1.000    FS
    17 -0.38999713D+04    9.5893038    0.0024528    499.000     1.000    FS
    18 -0.38966264D+04    3.3449333    0.0008577    499.000     1.000    FS
    19 -0.38958207D+04    0.8057177    0.0002068    499.000     1.000    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.46961675D+04    0.0000000    0.0000000    202.869   297.131    EM
     2 -0.43468802D+04  349.2872072    0.0743771    140.102   359.898    FS
     3 -0.41964344D+04  150.4458485    0.0346101      0.248   499.752    FS
     4 -0.40813565D+04  115.0778878    0.0274228      1.000   499.000    FS
     5 -0.40017664D+04   79.5901287    0.0195009      1.000   499.000    EM
     6 -0.39862230D+04   15.5433627    0.0038841      1.000   499.000    EM
     7 -0.39725220D+04   13.7010444    0.0034371      1.000   499.000    EM
     8 -0.39604324D+04   12.0895438    0.0030433      1.000   499.000    EM
     9 -0.39498642D+04   10.5682091    0.0026684      1.000   499.000    EM
    10 -0.39407175D+04    9.1467624    0.0023157      1.000   499.000    EM
    11 -0.39328755D+04    7.8419130    0.0019900      1.000   499.000    EM
    12 -0.39262121D+04    6.6634562    0.0016943      1.000   499.000    EM
    13 -0.39205974D+04    5.6146801    0.0014301      1.000   499.000    EM
    14 -0.39159037D+04    4.6936734    0.0011972      1.000   499.000    EM
    15 -0.39120091D+04    3.8946515    0.0009946      1.000   499.000    EM
    16 -0.39087999D+04    3.2091526    0.0008203      1.000   499.000    EM
    17 -0.39061729D+04    2.6270585    0.0006721      1.000   499.000    EM
    18 -0.39040354D+04    2.1374332    0.0005472      1.000   499.000    EM
    19 -0.39023063D+04    1.7291751    0.0004429      1.000   499.000    EM
    20 -0.39009148D+04    1.3915004    0.0003566      1.000   499.000    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.70898791D+04    0.0000000    0.0000000    174.431   325.569    EM
     2 -0.66814805D+04  408.3985121    0.0576030    159.001   340.999    FS
     3 -0.63477113D+04  333.7692122    0.0499544    149.477   350.523    FS
     4 -0.60212945D+04  326.4168053    0.0514228    142.515   357.485    FS
     5 -0.56610698D+04  360.2246819    0.0598251    134.345   365.655    FS
     6 -0.53598780D+04  301.1918605    0.0532041    123.024   376.976    FS
     7 -0.51027709D+04  257.1070877    0.0479688    115.788   384.212    FS
     8 -0.48745807D+04  228.1901539    0.0447189    112.470   387.530    FS
     9 -0.46852141D+04  189.3666930    0.0388478    109.676   390.324    FS
    10 -0.45280033D+04  157.2107444    0.0335547    111.064   388.936    FS
    11 -0.44025714D+04  125.4318917    0.0277014    117.164   382.836    FS
    12 -0.43004876D+04  102.0837728    0.0231873    115.966   384.034    FS
    13 -0.42185556D+04   81.9320058    0.0190518    106.694   393.306    FS
    14 -0.41524129D+04   66.1427638    0.0156790    104.831   395.169    FS
    15 -0.40948518D+04   57.5610782    0.0138621    108.375   391.625    FS
    16 -0.40397396D+04   55.1121596    0.0134589    117.746   382.254    FS
    17 -0.39887132D+04   51.0263982    0.0126311    126.398   373.602    FS
    18 -0.39440198D+04   44.6934556    0.0112050    130.106   369.894    FS
    19 -0.38948741D+04   49.1456674    0.0124608    130.317   369.683    EM
    20 -0.38900920D+04    4.7821249    0.0012278    130.726   369.274    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.52130464D+04    0.0000000    0.0000000    221.587   278.413    EM
     2 -0.49443970D+04  268.6494386    0.0515341    217.914   282.086    FS
     3 -0.41911921D+04  753.2048288    0.1523350    218.801   281.199    EM
     4 -0.40509122D+04  140.2799649    0.0334702    219.514   280.486    EM
     5 -0.40071891D+04   43.7230395    0.0107934    218.031   281.969    EM
     6 -0.39772559D+04   29.9332700    0.0074699    217.074   282.926    EM
     7 -0.39618287D+04   15.4271700    0.0038788    216.100   283.900    EM
     8 -0.39517765D+04   10.0522137    0.0025373    215.093   284.907    EM
     9 -0.39448112D+04    6.9652852    0.0017626    214.200   285.800    EM
    10 -0.39398301D+04    4.9811238    0.0012627    213.508   286.492    EM
    11 -0.39361687D+04    3.6613551    0.0009293    213.065   286.935    EM
    12 -0.39334010D+04    2.7677475    0.0007032    212.896   287.104    EM
    13 -0.39312533D+04    2.1476996    0.0005460    213.006   286.994    EM
    14 -0.39295412D+04    1.7120265    0.0004355    213.394   286.606    EM
    15 -0.39281343D+04    1.4069594    0.0003580    214.054   285.946    EM
    16 -0.39269439D+04    1.1903959    0.0003030    214.974   285.026    EM
    17 -0.39259092D+04    1.0346965    0.0002635    216.139   283.861    EM
    18 -0.39249880D+04    0.9211714    0.0002346    217.524   282.476    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.22331824D+05    0.0000000    0.0000000    456.623    43.377    EM
     2 -0.13033720D+05 9298.1039660    0.4163612    470.515    29.485    FS
     3 -0.12360643D+05  673.0768270    0.0516412    475.590    24.410    FS
     4 -0.11932104D+05  428.5388244    0.0346696    476.380    23.620    FS
     5 -0.11543352D+05  388.7520526    0.0325803    478.465    21.535    FS
     6 -0.11169416D+05  373.9366004    0.0323941    478.780    21.220    FS
     7 -0.10800325D+05  369.0904367    0.0330447    477.952    22.048    FS
     8 -0.10444850D+05  355.4753466    0.0329134    479.480    20.520    FS
     9 -0.10109471D+05  335.3789722    0.0321095    477.806    22.194    FS
    10 -0.98113191D+04  298.1517609    0.0294923    482.109    17.891    FS
    11 -0.95416466D+04  269.6725028    0.0274859    481.134    18.866    FS
    12 -0.92546252D+04  287.0213625    0.0300809    476.683    23.317    FS
    13 -0.89828363D+04  271.7889290    0.0293679    470.333    29.667    FS
    14 -0.87737024D+04  209.1339073    0.0232815    477.388    22.612    FS
    15 -0.87184290D+04   55.2733929    0.0062999    470.564    29.436    FS
    16 -0.84724697D+04  245.9593141    0.0282114    445.857    54.143    FS
    17 -0.82554215D+04  217.0481428    0.0256180    416.539    83.461    FS
    18 -0.81210951D+04  134.3264289    0.0162713    409.662    90.338    FS
    19 -0.65024039D+04 1618.6912111    0.1993193    428.761    71.239    EM
    20 -0.49473223D+04 1555.0816128    0.2391549    433.765    66.235    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.52001408D+05    0.0000000    0.0000000    298.892   201.108    EM
     2 -0.16521727D+05 ************    0.6822831    335.557   164.443    FS
     3 -0.13882862D+05 2638.8644284    0.1597209    338.438   161.562    FS
     4 -0.13504901D+05  377.9615220    0.0272250    337.534   162.466    FS
     5 -0.13156456D+05  348.4450504    0.0258014    339.727   160.273    FS
     6 -0.12836015D+05  320.4402320    0.0243561    342.144   157.856    FS
     7 -0.12529071D+05  306.9440811    0.0239127    345.293   154.707    FS
     8 -0.12236237D+05  292.8348046    0.0233724    349.687   150.313    FS
     9 -0.11955345D+05  280.8912221    0.0229557    354.795   145.205    FS
    10 -0.11688028D+05  267.3172967    0.0223596    358.856   141.144    FS
    11 -0.11432624D+05  255.4041524    0.0218518    361.962   138.038    FS
    12 -0.11193197D+05  239.4268624    0.0209424    364.638   135.362    FS
    13 -0.10966484D+05  226.7126793    0.0202545    367.080   132.920    FS
    14 -0.10753716D+05  212.7686927    0.0194017    369.267   130.733    FS
    15 -0.10551366D+05  202.3491603    0.0188167    371.024   128.976    FS
    16 -0.10365478D+05  185.8882283    0.0176175    372.532   127.468    FS
    17 -0.10186485D+05  178.9929647    0.0172682    374.028   125.972    FS
    18 -0.10021690D+05  164.7952981    0.0161778    375.230   124.770    FS
    19 -0.98635589D+04  158.1310480    0.0157789    376.385   123.615    FS
    20 -0.97118727D+04  151.6861889    0.0153784    377.508   122.492    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.67869773D+04    0.0000000    0.0000000    340.763   159.237    EM
     2 -0.62084833D+04  578.4939610    0.0852359    385.390   114.610    FS
     3 -0.58483811D+04  360.1022416    0.0580016    415.233    84.767    FS
     4 -0.55116611D+04  336.7199444    0.0575749    436.565    63.435    FS
     5 -0.51601289D+04  351.5322579    0.0637797    450.627    49.373    FS
     6 -0.47959779D+04  364.1509555    0.0705701    456.334    43.666    FS
     7 -0.45521521D+04  243.8257727    0.0508396    461.345    38.655    FS
     8 -0.43529115D+04  199.2405979    0.0437684    469.662    30.338    FS
     9 -0.42099220D+04  142.9895303    0.0328492    476.496    23.504    FS
    10 -0.40917777D+04  118.1443427    0.0280633    484.649    15.351    FS
    11 -0.40130359D+04   78.7417425    0.0192439    488.645    11.355    FS
    12 -0.39566121D+04   56.4237938    0.0140601    490.001     9.999    FS
    13 -0.39348410D+04   21.7711067    0.0055025    486.080    13.920    FS
    14 -0.39050028D+04   29.8381815    0.0075831    408.862    91.138    FS
    15 -0.38959709D+04    9.0319559    0.0023129    453.031    46.969    FS
    16 -0.38908521D+04    5.1187531    0.0013139    451.511    48.489    EM
    17 -0.38902303D+04    0.6218587    0.0001598    450.284    49.716    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 21


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.57656981D+04    0.0000000    0.0000000     31.917   468.083    EM
     2 -0.50128379D+04  752.8601676    0.1305757      2.564   497.436    FS
     3 -0.44486508D+04  564.1871217    0.1125484      2.234   497.766    EM
     4 -0.43759745D+04   72.6763259    0.0163367      2.458   497.542    EM
     5 -0.43312793D+04   44.6951298    0.0102138      2.624   497.376    EM
     6 -0.42942894D+04   36.9899694    0.0085402      2.812   497.188    EM
     7 -0.42623510D+04   31.9383702    0.0074374      3.018   496.982    EM
     8 -0.42342406D+04   28.1103659    0.0065950      3.221   496.779    EM
     9 -0.42087655D+04   25.4751650    0.0060165      3.403   496.597    EM
    10 -0.41850922D+04   23.6732811    0.0056248      3.544   496.456    EM
    11 -0.41627268D+04   22.3653634    0.0053441      3.637   496.363    EM
    12 -0.41414206D+04   21.3062336    0.0051183      3.693   496.307    EM
    13 -0.41211006D+04   20.3200299    0.0049065      3.724   496.276    EM
    14 -0.41017976D+04   19.3029633    0.0046839      3.742   496.258    EM
    15 -0.40835895D+04   18.2080711    0.0044390      3.749   496.251    EM
    16 -0.40665593D+04   17.0302342    0.0041704      3.745   496.255    EM
    17 -0.40507722D+04   15.7870675    0.0038822      3.730   496.270    EM
    18 -0.40362668D+04   14.5054629    0.0035809      3.701   496.299    EM
    19 -0.40230525D+04   13.2142565    0.0032739      3.660   496.340    EM
    20 -0.40111123D+04   11.9401838    0.0029679      3.608   496.392    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 22


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.72806089D+04    0.0000000    0.0000000    265.117   234.883    EM
     2 -0.69030962D+04  377.5127126    0.0518518    261.381   238.619    FS
     3 -0.65904108D+04  312.6853485    0.0452964    256.756   243.244    FS
     4 -0.63098253D+04  280.5855343    0.0425748    250.731   249.269    FS
     5 -0.60576606D+04  252.1646916    0.0399638    242.167   257.833    FS
     6 -0.58327401D+04  224.9205589    0.0371299    230.194   269.806    FS
     7 -0.56340002D+04  198.7398011    0.0340731    215.621   284.379    FS
     8 -0.54601951D+04  173.8051524    0.0308493    201.803   298.197    FS
     9 -0.53110789D+04  149.1161911    0.0273097    192.905   307.095    FS
    10 -0.51835497D+04  127.5292218    0.0240119    191.560   308.440    FS
    11 -0.50740402D+04  109.5095072    0.0211264    196.423   303.577    FS
    12 -0.49820295D+04   92.0106650    0.0181336    202.574   297.426    FS
    13 -0.49029022D+04   79.1272626    0.0158825    208.195   291.805    FS
    14 -0.48311880D+04   71.7142447    0.0146269    214.217   285.783    FS
    15 -0.47643268D+04   66.8612505    0.0138395    218.886   281.114    FS
    16 -0.47009018D+04   63.4249669    0.0133125    223.318   276.682    FS
    17 -0.46396852D+04   61.2165388    0.0130223    226.684   273.316    FS
    18 -0.45798217D+04   59.8635559    0.0129025    229.382   270.618    FS
    19 -0.45209767D+04   58.8450362    0.0128488    231.225   268.775    FS
    20 -0.44643761D+04   56.6005146    0.0125195    232.901   267.099    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 23


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.62745650D+04    0.0000000    0.0000000    205.985   294.015    EM
     2 -0.59307385D+04  343.8264786    0.0547969    205.010   294.990    FS
     3 -0.56111888D+04  319.5496546    0.0538802    205.859   294.141    FS
     4 -0.53206378D+04  290.5509708    0.0517806    208.806   291.194    FS
     5 -0.50693952D+04  251.2426782    0.0472204    215.657   284.343    FS
     6 -0.48807845D+04  188.6106687    0.0372058    229.379   270.621    FS
     7 -0.47281027D+04  152.6818164    0.0312822    244.207   255.793    FS
     8 -0.46144477D+04  113.6549807    0.0240382    253.372   246.628    FS
     9 -0.45323226D+04   82.1251509    0.0177974    254.241   245.759    FS
    10 -0.44617040D+04   70.6185053    0.0155811    251.702   248.298    FS
    11 -0.43991233D+04   62.5807885    0.0140262    249.612   250.388    FS
    12 -0.43420529D+04   57.0703455    0.0129731    248.352   251.648    FS
    13 -0.42879527D+04   54.1002087    0.0124596    248.417   251.583    FS
    14 -0.42341273D+04   53.8253729    0.0125527    249.603   250.397    FS
    15 -0.41816523D+04   52.4750522    0.0123934    252.350   247.650    FS
    16 -0.41298654D+04   51.7869060    0.0123843    255.845   244.155    FS
    17 -0.40847388D+04   45.1265399    0.0109269    258.842   241.158    FS
    18 -0.40491053D+04   35.6335551    0.0087236    259.904   240.096    FS
    19 -0.40201013D+04   29.0039617    0.0071631    259.592   240.408    FS
    20 -0.39957798D+04   24.3214815    0.0060500    258.102   241.898    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 24


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.48052687D+04    0.0000000    0.0000000    216.556   283.444    EM
     2 -0.44784182D+04  326.8504880    0.0680192    229.158   270.842    FS
     3 -0.42756545D+04  202.7637228    0.0452757    210.394   289.606    FS
     4 -0.41697581D+04  105.8963036    0.0247673    179.604   320.396    FS
     5 -0.40425859D+04  127.1722490    0.0304987    194.751   305.249    FS
     6 -0.39800172D+04   62.5687025    0.0154774    194.873   305.127    FS
     7 -0.39340124D+04   46.0048397    0.0115590    191.927   308.073    FS
     8 -0.39094445D+04   24.5678274    0.0062450    191.474   308.526    FS
     9 -0.38993751D+04   10.0694307    0.0025757    194.601   305.399    FS
    10 -0.38820786D+04   17.2964539    0.0044357    194.359   305.641    EM
    11 -0.38814080D+04    0.6706220    0.0001727    181.874   318.126    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 25


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.54548789D+04    0.0000000    0.0000000    187.173   312.827    EM
     2 -0.51990280D+04  255.8509339    0.0469031    175.409   324.591    FS
     3 -0.49669100D+04  232.1179942    0.0446464    157.752   342.248    FS
     4 -0.47182808D+04  248.6291461    0.0500571    154.735   345.265    FS
     5 -0.45152469D+04  203.0339068    0.0430313    158.104   341.896    FS
     6 -0.43735800D+04  141.6668718    0.0313752    166.374   333.626    FS
     7 -0.42630356D+04  110.5444189    0.0252755    186.680   313.320    FS
     8 -0.41760610D+04   86.9746124    0.0204020    196.319   303.681    FS
     9 -0.41056749D+04   70.3861023    0.0168547    201.464   298.536    FS
    10 -0.40470334D+04   58.6414712    0.0142830    197.676   302.324    FS
    11 -0.39962525D+04   50.7809261    0.0125477    192.685   307.315    FS
    12 -0.39555040D+04   40.7485215    0.0101967    181.743   318.257    FS
    13 -0.39264879D+04   29.0160928    0.0073356    169.815   330.185    FS
    14 -0.39135397D+04   12.9481626    0.0032976    150.078   349.922    FS
    15 -0.39083754D+04    5.1643670    0.0013196    151.648   348.352    EM
    16 -0.39049939D+04    3.3814540    0.0008652    153.184   346.816    EM
    17 -0.39022724D+04    2.7215298    0.0006969    154.712   345.288    EM
    18 -0.39000588D+04    2.2136172    0.0005673    156.257   343.743    EM
    19 -0.38982500D+04    1.8088042    0.0004638    157.838   342.162    EM
    20 -0.38967669D+04    1.4830986    0.0003805    159.467   340.533    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.60337643D+04    0.0000000    0.0000000    288.469   211.531    EM
     2 -0.55887267D+04  445.0376096    0.0737579    255.041   244.959    FS
     3 -0.52772894D+04  311.4372201    0.0557260    227.107   272.893    FS
     4 -0.49831303D+04  294.1591671    0.0557406    216.973   283.027    FS
     5 -0.47991000D+04  184.0302276    0.0369306    214.121   285.879    FS
     6 -0.44834764D+04  315.6236909    0.0657673    209.979   290.021    FS
     7 -0.42840580D+04  199.4183873    0.0444785    204.221   295.779    FS
     8 -0.41510035D+04  133.0544747    0.0310580    196.144   303.856    FS
     9 -0.40639046D+04   87.0989207    0.0209826    184.575   315.425    FS
    10 -0.39911095D+04   72.7950374    0.0179126    163.912   336.088    FS
    11 -0.39444457D+04   46.6638672    0.0116920    138.543   361.457    FS
    12 -0.39163988D+04   28.0468930    0.0071105    101.879   398.121    FS
    13 -0.39030949D+04   13.3039160    0.0033970     71.986   428.014    FS
    14 -0.38959420D+04    7.1528170    0.0018326    134.645   365.355    FS
    15 -0.38896811D+04    6.2609417    0.0016070    131.749   368.251    FS
    16 -0.38887122D+04    0.9688725    0.0002491    133.509   366.491    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 27


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.61532733D+04    0.0000000    0.0000000    227.614   272.386    EM
     2 -0.53328378D+04  820.4355411    0.1333332    203.291   296.709    FS
     3 -0.49917929D+04  341.0448147    0.0639518    155.733   344.267    FS
     4 -0.46392218D+04  352.5711652    0.0706302    104.671   395.329    FS
     5 -0.42866559D+04  352.5658457    0.0759968    110.592   389.408    EM
     6 -0.41778683D+04  108.7875914    0.0253782    122.112   377.888    EM
     7 -0.41171756D+04   60.6927271    0.0145272    135.885   364.115    EM
     8 -0.40732724D+04   43.9032374    0.0106634    150.089   349.911    EM
     9 -0.40378503D+04   35.4221233    0.0086962    163.497   336.503    EM
    10 -0.40084095D+04   29.4407980    0.0072912    175.526   324.474    EM
    11 -0.39837538D+04   24.6556111    0.0061510    186.090   313.910    EM
    12 -0.39631396D+04   20.6142177    0.0051746    195.352   304.648    EM
    13 -0.39460363D+04   17.1033646    0.0043156    203.519   296.481    EM
    14 -0.39320088D+04   14.0275101    0.0035548    210.763   289.237    EM
    15 -0.39206569D+04   11.3518586    0.0028870    217.210   282.790    EM
    16 -0.39115958D+04    9.0610605    0.0023111    222.955   277.045    EM
    17 -0.39044587D+04    7.1371242    0.0018246    228.075   271.925    EM
    18 -0.38989061D+04    5.5526563    0.0014221    232.631   267.369    EM
    19 -0.38946342D+04    4.2718422    0.0010957    236.682   263.318    EM
    20 -0.38913802D+04    3.2540570    0.0008355    240.277   259.723    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 28


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.55789329D+04    0.0000000    0.0000000    240.285   259.715    EM
     2 -0.51332177D+04  445.7151862    0.0798926    233.095   266.905    FS
     3 -0.48524755D+04  280.7422153    0.0546913    221.062   278.938    FS
     4 -0.46226882D+04  229.7873139    0.0473547    209.667   290.333    FS
     5 -0.43983636D+04  224.3245594    0.0485269    170.618   329.382    FS
     6 -0.42169711D+04  181.3924841    0.0412409    103.338   396.662    FS
     7 -0.40827270D+04  134.2441429    0.0318343     52.644   447.356    FS
     8 -0.39978995D+04   84.8274797    0.0207772     18.862   481.138    FS
     9 -0.39392799D+04   58.6196317    0.0146626     11.591   488.409    FS
    10 -0.39097228D+04   29.5570367    0.0075032      8.161   491.839    FS
    11 -0.38989382D+04   10.7846461    0.0027584     20.007   479.993    FS
    12 -0.38948691D+04    4.0690610    0.0010436     24.060   475.940    FS
    13 -0.38923877D+04    2.4814659    0.0006371     25.566   474.434    EM
    14 -0.38913012D+04    1.0864461    0.0002791     26.576   473.424    EM
    15 -0.38907924D+04    0.5088218    0.0001308     27.227   472.773    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 29


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.57777678D+04    0.0000000    0.0000000    344.236   155.764    EM
     2 -0.50675499D+04  710.2178998    0.1229225    358.629   141.371    FS
     3 -0.48486341D+04  218.9158332    0.0431995    366.476   133.524    FS
     4 -0.46068689D+04  241.7651759    0.0498625    381.926   118.074    FS
     5 -0.43951725D+04  211.6963629    0.0459523    386.596   113.404    EM
     6 -0.43411507D+04   54.0218422    0.0122912    389.874   110.126    EM
     7 -0.42985264D+04   42.6243418    0.0098187    393.583   106.417    EM
     8 -0.42608393D+04   37.6871007    0.0087674    396.945   103.055    EM
     9 -0.42270961D+04   33.7431728    0.0079194    399.665   100.335    EM
    10 -0.41952870D+04   31.8091138    0.0075251    402.022    97.978    EM
    11 -0.41649556D+04   30.3313992    0.0072299    404.088    95.912    EM
    12 -0.41361364D+04   28.8191738    0.0069194    405.934    94.066    EM
    13 -0.41089774D+04   27.1590023    0.0065663    407.640    92.360    EM
    14 -0.40837773D+04   25.2000872    0.0061329    409.156    90.844    EM
    15 -0.40606197D+04   23.1576117    0.0056706    410.513    89.487    EM
    16 -0.40395157D+04   21.1039815    0.0051972    411.813    88.187    EM
    17 -0.40191025D+04   20.4132113    0.0050534    413.918    86.082    EM
    18 -0.40014960D+04   17.6065369    0.0043807    415.873    84.127    EM
    19 -0.39868056D+04   14.6903232    0.0036712    417.447    82.553    EM
    20 -0.39741697D+04   12.6359124    0.0031694    418.764    81.236    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 30


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.58761851D+04    0.0000000    0.0000000    115.129   384.871    EM
     2 -0.55083809D+04  367.8042093    0.0625923     65.020   434.980    FS
     3 -0.52468599D+04  261.5209945    0.0474769     38.039   461.961    FS
     4 -0.49313135D+04  315.5463298    0.0601400     31.706   468.294    FS
     5 -0.47273676D+04  203.9458856    0.0413573     27.479   472.521    FS
     6 -0.45251664D+04  202.2012673    0.0427725     28.113   471.887    FS
     7 -0.43870966D+04  138.0697463    0.0305115     23.307   476.693    FS
     8 -0.42709552D+04  116.1414072    0.0264734     20.456   479.544    FS
     9 -0.41680648D+04  102.8903795    0.0240907     19.409   480.591    FS
    10 -0.40971330D+04   70.9318330    0.0170179     17.491   482.509    FS
    11 -0.40361475D+04   60.9855081    0.0148849     18.196   481.804    FS
    12 -0.39870033D+04   49.1441593    0.0121760     25.775   474.225    FS
    13 -0.39517285D+04   35.2748738    0.0088475     35.329   464.671    FS
    14 -0.38991313D+04   52.5972074    0.0133099     35.860   464.140    EM
    15 -0.38967125D+04    2.4187900    0.0006203     36.391   463.609    EM
    16 -0.38961577D+04    0.5548153    0.0001424     36.965   463.035    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 31


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.55340702D+04    0.0000000    0.0000000     31.875   468.125    EM
     2 -0.49607507D+04  573.3194862    0.1035982      7.508   492.492    FS
     3 -0.47353846D+04  225.3660690    0.0454298      1.523   498.477    FS
     4 -0.44471999D+04  288.1847154    0.0608577      0.000   500.000    FS
     5 -0.43161154D+04  131.0844750    0.0294757      0.000   500.000    EM
     6 -0.42451908D+04   70.9246218    0.0164325      0.000   500.000    EM
     7 -0.41795780D+04   65.6128106    0.0154558      0.933   499.067    EM
     8 -0.41197479D+04   59.8300912    0.0143149      1.040   498.960    EM
     9 -0.40728442D+04   46.9037309    0.0113851      1.008   498.992    EM
    10 -0.40330482D+04   39.7959576    0.0097710      1.000   499.000    EM
    11 -0.40001508D+04   32.8974157    0.0081570      1.000   499.000    EM
    12 -0.39738726D+04   26.2782538    0.0065693      1.000   499.000    EM
    13 -0.39533013D+04   20.5712769    0.0051766      1.000   499.000    EM
    14 -0.39375433D+04   15.7579791    0.0039860      1.000   499.000    EM
    15 -0.39257114D+04   11.8318662    0.0030049      1.000   499.000    EM
    16 -0.39169838D+04    8.7276802    0.0022232      1.000   499.000    EM
    17 -0.39106448D+04    6.3389812    0.0016183      1.000   499.000    EM
    18 -0.39061020D+04    4.5427945    0.0011616      1.000   499.000    EM
    19 -0.39028837D+04    3.2182569    0.0008239      1.000   499.000    EM
    20 -0.39006262D+04    2.2574913    0.0005784      1.000   499.000    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 32


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.95445765D+04    0.0000000    0.0000000    101.355   398.645    EM
     2 -0.86170149D+04  927.5615538    0.0971821     62.361   437.639    FS
     3 -0.83455982D+04  271.4166991    0.0314978     49.507   450.493    FS
     4 -0.79270724D+04  418.5258337    0.0501493     47.071   452.929    FS
     5 -0.74650064D+04  462.0659990    0.0582896     49.987   450.013    FS
     6 -0.62449800D+04 1220.0263636    0.1634327     48.053   451.947    EM
     7 -0.58461515D+04  398.8285285    0.0638639     46.006   453.994    FS
     8 -0.54071673D+04  438.9841722    0.0750894     42.762   457.238    EM
     9 -0.51076279D+04  299.5394173    0.0553967     41.328   458.672    EM
    10 -0.48632881D+04  244.3398383    0.0478382     39.910   460.090    EM
    11 -0.46734859D+04  189.8021809    0.0390275     38.127   461.873    EM
    12 -0.45168701D+04  156.6158058    0.0335116     35.986   464.014    EM
    13 -0.43971362D+04  119.7339058    0.0265082     33.141   466.859    EM
    14 -0.43146604D+04   82.4757496    0.0187567     30.258   469.742    EM
    15 -0.42541632D+04   60.4972882    0.0140213     27.470   472.530    EM
    16 -0.42011435D+04   53.0196367    0.0124630     25.075   474.925    EM
    17 -0.41603977D+04   40.7458310    0.0096987     23.512   476.488    EM
    18 -0.41254719D+04   34.9258037    0.0083948     22.376   477.624    EM
    19 -0.40948116D+04   30.6602481    0.0074319     21.525   478.475    EM
    20 -0.40675905D+04   27.2211750    0.0066477     20.873   479.127    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 33


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.62432492D+04    0.0000000    0.0000000    386.312   113.688    EM
     2 -0.56461039D+04  597.1452625    0.0956466    379.257   120.743    FS
     3 -0.54026859D+04  243.4180629    0.0431126    357.083   142.917    FS
     4 -0.52332262D+04  169.4596253    0.0313658    346.430   153.570    FS
     5 -0.46365507D+04  596.6755684    0.1140168    355.961   144.039    EM
     6 -0.45616646D+04   74.8860936    0.0161513    363.473   136.527    EM
     7 -0.45234350D+04   38.2296305    0.0083806    370.849   129.151    EM
     8 -0.44879862D+04   35.4487142    0.0078367    377.902   122.098    EM
     9 -0.44524070D+04   35.5792495    0.0079277    385.098   114.902    EM
    10 -0.44159645D+04   36.4425002    0.0081849    392.122   107.878    EM
    11 -0.43813761D+04   34.5884022    0.0078326    398.123   101.877    EM
    12 -0.43476654D+04   33.7107166    0.0076941    403.283    96.717    EM
    13 -0.43148587D+04   32.8067017    0.0075458    407.704    92.296    EM
    14 -0.42829946D+04   31.8640762    0.0073847    411.499    88.501    EM
    15 -0.42522276D+04   30.7669445    0.0071835    414.768    85.232    EM
    16 -0.42227298D+04   29.4978421    0.0069370    417.586    82.414    EM
    17 -0.41946518D+04   28.0780146    0.0066493    420.017    79.983    EM
    18 -0.41681132D+04   26.5385503    0.0063268    422.114    77.886    EM
    19 -0.41431999D+04   24.9133181    0.0059771    423.924    76.076    EM
    20 -0.41199684D+04   23.2315342    0.0056071    425.487    74.513    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 34


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.65064696D+04    0.0000000    0.0000000    138.327   361.673    EM
     2 -0.60081724D+04  498.2972884    0.0765849    142.662   357.338    FS
     3 -0.56940155D+04  314.1568660    0.0522883    142.868   357.132    FS
     4 -0.46705385D+04 1023.4769456    0.1797461    160.569   339.431    EM
     5 -0.44831054D+04  187.4331236    0.0401309    203.076   296.924    FS
     6 -0.40993850D+04  383.7204608    0.0855926    187.897   312.103    FS
     7 -0.40052809D+04   94.1040421    0.0229556    172.873   327.127    FS
     8 -0.39604215D+04   44.8594000    0.0112001    175.980   324.020    FS
     9 -0.39279761D+04   32.4453869    0.0081924    173.630   326.370    FS
    10 -0.39028079D+04   25.1682526    0.0064074    171.376   328.624    FS
    11 -0.38923996D+04   10.4082599    0.0026669    171.323   328.677    FS
    12 -0.38832372D+04    9.1624106    0.0023539    188.383   311.617    FS
    13 -0.38820983D+04    1.1388715    0.0002933    177.778   322.222    FS
    14 -0.38816619D+04    0.4364624    0.0001124    192.599   307.401    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 35


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.64767316D+04    0.0000000    0.0000000    202.499   297.501    EM
     2 -0.61835636D+04  293.1680176    0.0452648    192.394   307.606    FS
     3 -0.59136830D+04  269.8806113    0.0436448     15.181   484.819    FS
     4 -0.56062951D+04  307.3878743    0.0519791      0.000   500.000    FS
     5 -0.50511932D+04  555.1019413    0.0990140      0.001   499.999    EM
     6 -0.49912705D+04   59.9227472    0.0118631      0.002   499.998    EM
     7 -0.49322537D+04   59.0167997    0.0118240      0.164   499.836    EM
     8 -0.48722818D+04   59.9718537    0.0121591      0.182   499.818    EM
     9 -0.48107882D+04   61.4936514    0.0126211      0.693   499.307    EM
    10 -0.47485515D+04   62.2366341    0.0129369      1.334   498.666    EM
    11 -0.46871149D+04   61.4365910    0.0129380      1.745   498.255    EM
    12 -0.46265178D+04   60.5971466    0.0129285      2.726   497.274    EM
    13 -0.45677454D+04   58.7723416    0.0127034      3.090   496.910    EM
    14 -0.45108901D+04   56.8553421    0.0124471      3.436   496.564    EM
    15 -0.44560620D+04   54.8281423    0.0121546      3.899   496.101    EM
    16 -0.44037913D+04   52.2706912    0.0117302      4.347   495.653    EM
    17 -0.43543799D+04   49.4113307    0.0112202      4.780   495.220    EM
    18 -0.43078347D+04   46.5452403    0.0106893      5.182   494.818    EM
    19 -0.42643483D+04   43.4864062    0.0100947      5.550   494.450    EM
    20 -0.42239024D+04   40.4458942    0.0094847      5.883   494.117    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 36


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.16523380D+05    0.0000000    0.0000000      9.885   490.115    EM
     2 -0.13227784D+05 3295.5957582    0.1994505      7.157   492.843    FS
     3 -0.12827986D+05  399.7982118    0.0302241      5.660   494.340    FS
     4 -0.12421052D+05  406.9346159    0.0317224      5.125   494.875    FS
     5 -0.12016691D+05  404.3606250    0.0325545      5.285   494.715    FS
     6 -0.11615942D+05  400.7489180    0.0333494      7.598   492.402    FS
     7 -0.11214403D+05  401.5387685    0.0345679     12.090   487.910    FS
     8 -0.10821088D+05  393.3156615    0.0350724     15.731   484.269    FS
     9 -0.10433996D+05  387.0914061    0.0357720     18.573   481.427    FS
    10 -0.10051152D+05  382.8442846    0.0366920     22.063   477.937    FS
    11 -0.96720646D+04  379.0872693    0.0377158     25.096   474.904    FS
    12 -0.93002830D+04  371.7815642    0.0384387     27.295   472.705    FS
    13 -0.89339466D+04  366.3363911    0.0393898     29.102   470.898    FS
    14 -0.85758734D+04  358.0731637    0.0400801     30.520   469.480    FS
    15 -0.82276674D+04  348.2060157    0.0406030     31.549   468.451    FS
    16 -0.78926622D+04  335.0052525    0.0407169     32.329   467.671    FS
    17 -0.75742759D+04  318.3862867    0.0403395     32.628   467.372    FS
    18 -0.72765957D+04  297.6802435    0.0393015     32.664   467.336    FS
    19 -0.70014765D+04  275.1191069    0.0378088     32.231   467.769    FS
    20 -0.67486793D+04  252.7972736    0.0361063     31.575   468.425    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 37


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26226603D+05    0.0000000    0.0000000    124.214   375.786    EM
     2 -0.12043508D+05 ************    0.5407904    105.832   394.168    FS
     3 -0.11276276D+05  767.2312036    0.0637050    105.108   394.892    FS
     4 -0.10916489D+05  359.7872599    0.0319066     92.604   407.396    FS
     5 -0.10607514D+05  308.9749616    0.0283035    101.031   398.969    FS
     6 -0.10323045D+05  284.4688854    0.0268177    103.574   396.426    FS
     7 -0.10060594D+05  262.4509584    0.0254238    106.199   393.801    FS
     8 -0.98187710D+04  241.8232979    0.0240367    106.658   393.342    FS
     9 -0.95948709D+04  223.9000744    0.0228033    109.356   390.644    FS
    10 -0.93824459D+04  212.4250138    0.0221394    109.506   390.494    FS
    11 -0.91754482D+04  206.9976600    0.0220622    111.923   388.077    FS
    12 -0.89906293D+04  184.8189079    0.0201428    106.389   393.611    FS
    13 -0.87993232D+04  191.3061452    0.0212784    110.514   389.486    FS
    14 -0.86209576D+04  178.3655303    0.0202704    109.767   390.233    FS
    15 -0.84395006D+04  181.4570060    0.0210484    112.993   387.007    FS
    16 -0.82673195D+04  172.1810870    0.0204018    109.993   390.007    FS
    17 -0.81057251D+04  161.5944147    0.0195462    114.494   385.506    FS
    18 -0.79465214D+04  159.2037508    0.0196409    106.678   393.322    FS
    19 -0.77547021D+04  191.8192795    0.0241388    113.339   386.661    FS
    20 -0.75897570D+04  164.9451093    0.0212703    110.249   389.751    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 38


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.85016998D+04    0.0000000    0.0000000    365.459   134.541    EM
     2 -0.72857798D+04 1215.9199969    0.1430208    355.466   144.534    FS
     3 -0.69071833D+04  378.5964746    0.0519638    303.608   196.392    FS
     4 -0.65142850D+04  392.8983667    0.0568826    278.132   221.868    FS
     5 -0.48879368D+04 1626.3481920    0.2496587    235.255   264.745    EM
     6 -0.46227237D+04  265.2130631    0.0542587    195.670   304.330    FS
     7 -0.43328527D+04  289.8710558    0.0627057    137.995   362.005    FS
     8 -0.42716915D+04   61.1611066    0.0141157    156.840   343.160    FS
     9 -0.40830732D+04  188.6183011    0.0441554    186.014   313.986    FS
    10 -0.39905259D+04   92.5473097    0.0226661    191.873   308.127    FS
    11 -0.39516723D+04   38.8536415    0.0097365    199.996   300.004    FS
    12 -0.39230811D+04   28.5911757    0.0072352    208.679   291.321    FS
    13 -0.39011046D+04   21.9764714    0.0056018    219.796   280.204    FS
    14 -0.38958148D+04    5.2898794    0.0013560    219.489   280.511    EM
    15 -0.38932385D+04    2.5762847    0.0006613    219.173   280.827    EM
    16 -0.38915745D+04    1.6639729    0.0004274    218.902   281.098    EM
    17 -0.38902993D+04    1.2751762    0.0003277    218.626   281.374    EM
    18 -0.38892860D+04    1.0133412    0.0002605    218.344   281.656    EM
    19 -0.38884622D+04    0.8237823    0.0002118    218.050   281.950    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 39


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.54784847D+04    0.0000000    0.0000000    238.657   261.343    EM
     2 -0.50099650D+04  468.5197263    0.0855199    226.589   273.411    FS
     3 -0.46836557D+04  326.3093394    0.0651321    115.042   384.958    FS
     4 -0.43756528D+04  308.0028882    0.0657612    118.974   381.026    EM
     5 -0.42698433D+04  105.8094746    0.0241814    127.800   372.200    EM
     6 -0.41987698D+04   71.0735272    0.0166455    132.844   367.156    EM
     7 -0.41462364D+04   52.5333518    0.0125116    135.183   364.817    EM
     8 -0.41049780D+04   41.2584473    0.0099508    135.992   364.008    EM
     9 -0.40708376D+04   34.1404060    0.0083168    136.009   363.991    EM
    10 -0.40417206D+04   29.1170009    0.0071526    135.647   364.353    EM
    11 -0.40166264D+04   25.0941717    0.0062088    135.117   364.883    EM
    12 -0.39950254D+04   21.6010231    0.0053779    134.524   365.476    EM
    13 -0.39765568D+04   18.4685168    0.0046229    133.919   366.081    EM
    14 -0.39609062D+04   15.6506323    0.0039357    133.333   366.667    EM
    15 -0.39477655D+04   13.1407162    0.0033176    132.788   367.212    EM
    16 -0.39368286D+04   10.9368735    0.0027704    132.299   367.701    EM
    17 -0.39277983D+04    9.0303604    0.0022938    131.878   368.122    EM
    18 -0.39203944D+04    7.4038999    0.0018850    131.533   368.467    EM
    19 -0.39143607D+04    6.0336675    0.0015390    131.271   368.729    EM
    20 -0.39094686D+04    4.8921305    0.0012498    131.096   368.904    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 40


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.53711550D+04    0.0000000    0.0000000    498.448     1.552    EM
     2 -0.51320795D+04  239.0754791    0.0445110    499.990     0.010    FS
     3 -0.49044042D+04  227.6753298    0.0443632    500.000     0.000    FS
     4 -0.48090637D+04   95.3404071    0.0194398    500.000     0.000    FS
     5 -0.44953601D+04  313.7036897    0.0652318    500.000     0.000    FS
     6 -0.43196100D+04  175.7500749    0.0390959    500.000     0.000    FS
     7 -0.42149169D+04  104.6930638    0.0242367    500.000     0.000    FS
     8 -0.41528040D+04   62.1129111    0.0147364    500.000     0.000    FS
     9 -0.41155565D+04   37.2475475    0.0089693    500.000     0.000    FS
    10 -0.40911545D+04   24.4020089    0.0059292    500.000     0.000    FS
    11 -0.40688297D+04   22.3247288    0.0054568    500.000     0.000    FS
    12 -0.40457191D+04   23.1105818    0.0056799    500.000     0.000    FS
    13 -0.40220931D+04   23.6260820    0.0058398    500.000     0.000    FS
    14 -0.39893651D+04   32.7280053    0.0081371    500.000     0.000    FS
    15 -0.39726393D+04   16.7257132    0.0041926    500.000     0.000    FS
    16 -0.39583971D+04   14.2422361    0.0035851    500.000     0.000    FS
    17 -0.39451885D+04   13.2085797    0.0033369    500.000     0.000    FS
    18 -0.39330784D+04   12.1101076    0.0030696    500.000     0.000    FS
    19 -0.39221297D+04   10.9487626    0.0027838    500.000     0.000    FS
    20 -0.39124766D+04    9.6530599    0.0024612    500.000     0.000    FS


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.61327779D+04    0.0000000    0.0000000    279.744   220.256    EM
     2 -0.58624183D+04  270.3596170    0.0440844    286.316   213.684    FS
     3 -0.55288853D+04  333.5329778    0.0568934    290.636   209.364    FS
     4 -0.51900330D+04  338.8522854    0.0612876    297.091   202.909    FS
     5 -0.48910176D+04  299.0154422    0.0576134    300.567   199.433    FS
     6 -0.46317437D+04  259.2738830    0.0530102    304.055   195.945    FS
     7 -0.44118679D+04  219.8757920    0.0474715    306.351   193.649    FS
     8 -0.42314212D+04  180.4466427    0.0409003    308.551   191.449    FS
     9 -0.40835410D+04  147.8802941    0.0349481    309.900   190.100    FS
    10 -0.39745622D+04  108.9788009    0.0266873    308.658   191.342    FS
    11 -0.39117435D+04   62.8186272    0.0158052    304.248   195.752    FS
    12 -0.38843003D+04   27.4431980    0.0070156    301.349   198.651    FS
    13 -0.38814601D+04    2.8402393    0.0007312    317.474   182.526    FS
    14 -0.38813427D+04    0.1173832    0.0000302    316.734   183.266    FS
    15 -0.38812964D+04    0.0463169    0.0000119    317.173   182.827    FS
    16 -0.38812640D+04    0.0324311    0.0000084    315.712   184.288    FS
    17 -0.38812421D+04    0.0218976    0.0000056    316.401   183.599    FS
    18 -0.38812283D+04    0.0137894    0.0000036    314.913   185.087    FS
    19 -0.38812198D+04    0.0084531    0.0000022    315.942   184.058    FS
    20 -0.38812149D+04    0.0049650    0.0000013    314.505   185.495    FS
    21 -0.38812120D+04    0.0028907    0.0000007    315.715   184.285    FS
    22 -0.38812103D+04    0.0016283    0.0000004    314.291   185.709    FS
    23 -0.38812094D+04    0.0008916    0.0000002    315.612   184.388    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 24




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.48052687D+04    0.0000000    0.0000000    216.556   283.444    EM
     2 -0.44784182D+04  326.8504880    0.0680192    229.158   270.842    FS
     3 -0.42756545D+04  202.7637228    0.0452757    210.394   289.606    FS
     4 -0.41697581D+04  105.8963036    0.0247673    179.604   320.396    FS
     5 -0.40425859D+04  127.1722490    0.0304987    194.751   305.249    FS
     6 -0.39800172D+04   62.5687025    0.0154774    194.873   305.127    FS
     7 -0.39340124D+04   46.0048397    0.0115590    191.927   308.073    FS
     8 -0.39094445D+04   24.5678274    0.0062450    191.474   308.526    FS
     9 -0.38993751D+04   10.0694307    0.0025757    194.601   305.399    FS
    10 -0.38820786D+04   17.2964539    0.0044357    194.359   305.641    EM
    11 -0.38814080D+04    0.6706220    0.0001727    181.874   318.126    FS
    12 -0.38813729D+04    0.0351617    0.0000091    189.092   310.908    FS
    13 -0.38812457D+04    0.1271923    0.0000328    188.802   311.198    EM
    14 -0.38812311D+04    0.0145400    0.0000037    188.524   311.476    EM
    15 -0.38812242D+04    0.0069045    0.0000018    188.272   311.728    EM
    16 -0.38812201D+04    0.0040939    0.0000011    188.041   311.959    EM
    17 -0.38812173D+04    0.0028360    0.0000007    187.830   312.170    EM
    18 -0.38812151D+04    0.0021569    0.0000006    187.636   312.364    EM
    19 -0.38812134D+04    0.0017225    0.0000004    187.458   312.542    EM
    20 -0.38812120D+04    0.0014103    0.0000004    187.293   312.707    EM
    21 -0.38812108D+04    0.0011704    0.0000003    187.141   312.859    EM
    22 -0.38812099D+04    0.0009792    0.0000003    187.001   312.999    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 34




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.65064696D+04    0.0000000    0.0000000    138.327   361.673    EM
     2 -0.60081724D+04  498.2972884    0.0765849    142.662   357.338    FS
     3 -0.56940155D+04  314.1568660    0.0522883    142.868   357.132    FS
     4 -0.46705385D+04 1023.4769456    0.1797461    160.569   339.431    EM
     5 -0.44831054D+04  187.4331236    0.0401309    203.076   296.924    FS
     6 -0.40993850D+04  383.7204608    0.0855926    187.897   312.103    FS
     7 -0.40052809D+04   94.1040421    0.0229556    172.873   327.127    FS
     8 -0.39604215D+04   44.8594000    0.0112001    175.980   324.020    FS
     9 -0.39279761D+04   32.4453869    0.0081924    173.630   326.370    FS
    10 -0.39028079D+04   25.1682526    0.0064074    171.376   328.624    FS
    11 -0.38923996D+04   10.4082599    0.0026669    171.323   328.677    FS
    12 -0.38832372D+04    9.1624106    0.0023539    188.383   311.617    FS
    13 -0.38820983D+04    1.1388715    0.0002933    177.778   322.222    FS
    14 -0.38816619D+04    0.4364624    0.0001124    192.599   307.401    FS
    15 -0.38813873D+04    0.2745379    0.0000707    178.599   321.401    FS
    16 -0.38813670D+04    0.0202991    0.0000052    190.340   309.660    FS
    17 -0.38813538D+04    0.0132568    0.0000034    179.761   320.239    FS
    18 -0.38813499D+04    0.0038608    0.0000010    189.616   310.384    FS
    19 -0.38813486D+04    0.0013102    0.0000003    180.243   319.757    FS
    20 -0.38813452D+04    0.0033900    0.0000009    189.333   310.667    FS
    21 -0.38812343D+04    0.1109544    0.0000286    189.044   310.956    EM
    22 -0.38812238D+04    0.0105078    0.0000027    188.766   311.234    EM
    23 -0.38812190D+04    0.0047597    0.0000012    188.512   311.488    EM
    24 -0.38812162D+04    0.0027545    0.0000007    188.279   311.721    EM
    25 -0.38812143D+04    0.0019098    0.0000005    188.064   311.936    EM
    26 -0.38812129D+04    0.0014765    0.0000004    187.866   312.134    EM
    27 -0.38812117D+04    0.0012052    0.0000003    187.682   312.318    EM
    28 -0.38812106D+04    0.0010092    0.0000003    187.512   312.488    EM
    29 -0.38812098D+04    0.0008557    0.0000002    187.354   312.646    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.58345811D+04    0.0000000    0.0000000    137.107   362.893    EM
     2 -0.54608435D+04  373.7375708    0.0640556    135.627   364.373    FS
     3 -0.51660623D+04  294.7812587    0.0539809    135.100   364.900    FS
     4 -0.50223405D+04  143.7218048    0.0278204    141.427   358.573    FS
     5 -0.48028641D+04  219.4764114    0.0437000    151.301   348.699    FS
     6 -0.46300585D+04  172.8055660    0.0359797    160.855   339.145    FS
     7 -0.44877237D+04  142.3347609    0.0307415    165.743   334.257    FS
     8 -0.43673993D+04  120.3244336    0.0268119    169.776   330.224    FS
     9 -0.42634888D+04  103.9104992    0.0237923    175.672   324.328    FS
    10 -0.41698629D+04   93.6259208    0.0219599    182.097   317.903    FS
    11 -0.40849960D+04   84.8669415    0.0203525    190.765   309.235    FS
    12 -0.40192792D+04   65.7168000    0.0160874    199.075   300.925    FS
    13 -0.39690674D+04   50.2117698    0.0124927    205.979   294.021    FS
    14 -0.39307042D+04   38.3632020    0.0096655    215.176   284.824    FS
    15 -0.39055880D+04   25.1162072    0.0063897    229.339   270.661    FS
    16 -0.38943831D+04   11.2048427    0.0028689    252.600   247.400    FS
    17 -0.38927352D+04    1.6479099    0.0004232    350.459   149.541    FS
    18 -0.38869500D+04    5.7852466    0.0014862    379.378   120.622    FS
    19 -0.38855601D+04    1.3898555    0.0003576    375.942   124.058    EM
    20 -0.38850908D+04    0.4692751    0.0001208    372.408   127.592    EM
    21 -0.38846862D+04    0.4046206    0.0001041    368.882   131.118    EM
    22 -0.38843110D+04    0.3751952    0.0000966    365.418   134.582    EM
    23 -0.38839648D+04    0.3462700    0.0000891    362.053   137.947    EM
    24 -0.38836494D+04    0.3154061    0.0000812    358.818   141.182    EM
    25 -0.38833654D+04    0.2839258    0.0000731    355.732   144.268    EM
    26 -0.38831122D+04    0.2532712    0.0000652    352.810   147.190    EM
    27 -0.38828877D+04    0.2244182    0.0000578    350.058   149.942    EM
    28 -0.38826898D+04    0.1978939    0.0000510    347.478   152.522    EM
    29 -0.38825159D+04    0.1739051    0.0000448    345.068   154.932    EM
    30 -0.38823635D+04    0.1524572    0.0000393    342.822   157.178    EM
    31 -0.38822300D+04    0.1334386    0.0000344    340.735   159.265    EM
    32 -0.38821134D+04    0.1166761    0.0000301    338.798   161.202    EM
    33 -0.38820114D+04    0.1019685    0.0000263    337.002   162.998    EM
    34 -0.38819223D+04    0.0891071    0.0000230    335.340   164.660    EM
    35 -0.38818444D+04    0.0778882    0.0000201    333.802   166.198    EM
    36 -0.38817763D+04    0.0681195    0.0000175    332.380   167.620    EM
    37 -0.38817167D+04    0.0596246    0.0000154    331.065   168.935    EM
    38 -0.38816644D+04    0.0522433    0.0000135    329.851   170.149    EM
    39 -0.38816186D+04    0.0458327    0.0000118    328.728   171.272    EM
    40 -0.38815783D+04    0.0402661    0.0000104    327.691   172.309    EM
    41 -0.38815429D+04    0.0354322    0.0000091    326.733   173.267    EM
    42 -0.38815116D+04    0.0312333    0.0000080    325.848   174.152    EM
    43 -0.38814841D+04    0.0275844    0.0000071    325.030   174.970    EM
    44 -0.38814597D+04    0.0244115    0.0000063    324.275   175.725    EM
    45 -0.38814380D+04    0.0216506    0.0000056    323.576   176.424    EM
    46 -0.38814188D+04    0.0192460    0.0000050    322.931   177.069    EM
    47 -0.38814016D+04    0.0171497    0.0000044    322.334   177.666    EM
    48 -0.38813863D+04    0.0153201    0.0000039    321.782   178.218    EM
    49 -0.38813726D+04    0.0137214    0.0000035    321.272   178.728    EM
    50 -0.38813602D+04    0.0123225    0.0000032    320.800   179.200    EM
    51 -0.38813491D+04    0.0110966    0.0000029    320.364   179.636    EM
    52 -0.38813391D+04    0.0100207    0.0000026    319.960   180.040    EM
    53 -0.38813301D+04    0.0090747    0.0000023    319.587   180.413    EM
    54 -0.38813218D+04    0.0082414    0.0000021    319.241   180.759    EM
    55 -0.38813143D+04    0.0075059    0.0000019    318.921   181.079    EM
    56 -0.38813074D+04    0.0068553    0.0000018    318.625   181.375    EM
    57 -0.38813012D+04    0.0062786    0.0000016    318.350   181.650    EM
    58 -0.38812954D+04    0.0057661    0.0000015    318.096   181.904    EM
    59 -0.38812901D+04    0.0053096    0.0000014    317.861   182.139    EM
    60 -0.38812852D+04    0.0049018    0.0000013    317.643   182.357    EM
    61 -0.38812807D+04    0.0045366    0.0000012    317.440   182.560    EM
    62 -0.38812445D+04    0.0362032    0.0000093    313.060   186.940    FS
    63 -0.38812284D+04    0.0160279    0.0000041    315.420   184.580    FS
    64 -0.38812204D+04    0.0080119    0.0000021    313.420   186.580    FS
    65 -0.38812158D+04    0.0045684    0.0000012    315.507   184.493    FS
    66 -0.38812137D+04    0.0021693    0.0000006    313.562   186.438    FS
    67 -0.38812126D+04    0.0011233    0.0000003    315.618   184.382    FS
    68 -0.38812122D+04    0.0003600    0.0000001    313.629   186.371    FS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.45436393D+04    0.0000000    0.0000000    250.000   250.000    EM
     2 -0.41718067D+04  371.8326015    0.0818359    347.126   152.874    FS
     3 -0.39980434D+04  173.7633439    0.0416518    304.886   195.114    FS
     4 -0.39448627D+04   53.1806364    0.0133017    305.353   194.647    EM
     5 -0.39247469D+04   20.1158541    0.0050993    305.996   194.004    EM
     6 -0.39143510D+04   10.3958619    0.0026488    306.639   193.361    EM
     7 -0.39077105D+04    6.6404594    0.0016964    307.299   192.701    EM
     8 -0.39028408D+04    4.8697968    0.0012462    307.968   192.032    EM
     9 -0.38991044D+04    3.7363265    0.0009573    308.634   191.366    EM
    10 -0.38961802D+04    2.9242498    0.0007500    309.280   190.720    EM
    11 -0.38938490D+04    2.3312025    0.0005983    309.871   190.129    EM
    12 -0.38919471D+04    1.9019025    0.0004884    310.341   189.659    EM
    13 -0.38903394D+04    1.6076210    0.0004131    310.601   189.399    EM
    14 -0.38889200D+04    1.4194152    0.0003649    310.567   189.433    EM
    15 -0.38876442D+04    1.2758477    0.0003281    310.207   189.793    EM
    16 -0.38865417D+04    1.1024895    0.0002836    309.545   190.455    EM
    17 -0.38856520D+04    0.8896463    0.0002289    308.642   191.358    EM
    18 -0.38849671D+04    0.6849447    0.0001763    307.565   192.435    EM
    19 -0.38844461D+04    0.5210416    0.0001341    306.380   193.620    EM
    20 -0.38840453D+04    0.4007389    0.0001032    305.147   194.853    EM
    21 -0.38837305D+04    0.3148143    0.0000811    303.914   196.086    EM
    22 -0.38834772D+04    0.2532654    0.0000652    302.719   197.281    EM
    23 -0.38832689D+04    0.2083618    0.0000537    301.584   198.416    EM
    24 -0.38830942D+04    0.1747305    0.0000450    300.526   199.474    EM
    25 -0.38829453D+04    0.1488042    0.0000383    299.551   200.449    EM
    26 -0.38828171D+04    0.1282636    0.0000330    298.661   201.339    EM
    27 -0.38827055D+04    0.1116047    0.0000287    297.857   202.143    EM
    28 -0.38826076D+04    0.0978380    0.0000252    297.135   202.865    EM
    29 -0.38825213D+04    0.0862944    0.0000222    296.490   203.510    EM
    30 -0.38824448D+04    0.0765058    0.0000197    295.919   204.081    EM
    31 -0.38823767D+04    0.0681317    0.0000175    295.416   204.584    EM
    32 -0.38823158D+04    0.0609165    0.0000157    294.976   205.024    EM
    33 -0.38822611D+04    0.0546622    0.0000141    294.595   205.405    EM
    34 -0.38822119D+04    0.0492125    0.0000127    294.266   205.734    EM
    35 -0.38821675D+04    0.0444412    0.0000114    293.986   206.014    EM
    36 -0.38821272D+04    0.0402458    0.0000104    293.750   206.250    EM
    37 -0.38820907D+04    0.0365419    0.0000094    293.555   206.445    EM
    38 -0.38820574D+04    0.0332592    0.0000086    293.396   206.604    EM
    39 -0.38820271D+04    0.0303395    0.0000078    293.270   206.730    EM
    40 -0.38819994D+04    0.0277336    0.0000071    293.175   206.825    EM
    41 -0.38819740D+04    0.0254000    0.0000065    293.107   206.893    EM
    42 -0.38819507D+04    0.0233040    0.0000060    293.063   206.937    EM
    43 -0.38819292D+04    0.0214157    0.0000055    293.041   206.959    EM
    44 -0.38819095D+04    0.0197100    0.0000051    293.039   206.961    EM
    45 -0.38818914D+04    0.0181650    0.0000047    293.055   206.945    EM
    46 -0.38818746D+04    0.0167624    0.0000043    293.087   206.913    EM
    47 -0.38817111D+04    0.1634680    0.0000421    304.085   195.915    FS
    48 -0.38816604D+04    0.0507371    0.0000131    298.808   201.192    FS
    49 -0.38816336D+04    0.0267916    0.0000069    305.623   194.377    FS
    50 -0.38816001D+04    0.0334785    0.0000086    303.770   196.230    FS
    51 -0.38815495D+04    0.0506271    0.0000130    310.234   189.766    FS
    52 -0.38814807D+04    0.0687888    0.0000177    308.604   191.396    FS
    53 -0.38814029D+04    0.0778021    0.0000200    314.422   185.578    FS
    54 -0.38813400D+04    0.0629317    0.0000162    311.256   188.744    FS
    55 -0.38812933D+04    0.0466456    0.0000120    316.040   183.960    FS
    56 -0.38812679D+04    0.0254350    0.0000066    312.000   188.000    FS
    57 -0.38812517D+04    0.0161496    0.0000042    316.531   183.469    FS
    58 -0.38812453D+04    0.0064170    0.0000017    312.212   187.788    FS
    59 -0.38812416D+04    0.0037076    0.0000010    316.797   183.203    FS
    60 -0.38812415D+04    0.0001295    0.0000000    312.303   187.697    FS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 38




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.85016998D+04    0.0000000    0.0000000    365.459   134.541    EM
     2 -0.72857798D+04 1215.9199969    0.1430208    355.466   144.534    FS
     3 -0.69071833D+04  378.5964746    0.0519638    303.608   196.392    FS
     4 -0.65142850D+04  392.8983667    0.0568826    278.132   221.868    FS
     5 -0.48879368D+04 1626.3481920    0.2496587    235.255   264.745    EM
     6 -0.46227237D+04  265.2130631    0.0542587    195.670   304.330    FS
     7 -0.43328527D+04  289.8710558    0.0627057    137.995   362.005    FS
     8 -0.42716915D+04   61.1611066    0.0141157    156.840   343.160    FS
     9 -0.40830732D+04  188.6183011    0.0441554    186.014   313.986    FS
    10 -0.39905259D+04   92.5473097    0.0226661    191.873   308.127    FS
    11 -0.39516723D+04   38.8536415    0.0097365    199.996   300.004    FS
    12 -0.39230811D+04   28.5911757    0.0072352    208.679   291.321    FS
    13 -0.39011046D+04   21.9764714    0.0056018    219.796   280.204    FS
    14 -0.38958148D+04    5.2898794    0.0013560    219.489   280.511    EM
    15 -0.38932385D+04    2.5762847    0.0006613    219.173   280.827    EM
    16 -0.38915745D+04    1.6639729    0.0004274    218.902   281.098    EM
    17 -0.38902993D+04    1.2751762    0.0003277    218.626   281.374    EM
    18 -0.38892860D+04    1.0133412    0.0002605    218.344   281.656    EM
    19 -0.38884622D+04    0.8237823    0.0002118    218.050   281.950    EM
    20 -0.38877561D+04    0.7061237    0.0001816    217.724   282.276    EM
    21 -0.38871366D+04    0.6194962    0.0001593    217.362   282.638    EM
    22 -0.38865830D+04    0.5536291    0.0001424    216.967   283.033    EM
    23 -0.38861012D+04    0.4817145    0.0001239    216.562   283.438    EM
    24 -0.38856831D+04    0.4181477    0.0001076    216.158   283.842    EM
    25 -0.38853131D+04    0.3700258    0.0000952    215.760   284.240    EM
    26 -0.38849823D+04    0.3307815    0.0000851    215.366   284.634    EM
    27 -0.38846841D+04    0.2981527    0.0000767    214.979   285.021    EM
    28 -0.38844143D+04    0.2698019    0.0000695    214.599   285.401    EM
    29 -0.38841700D+04    0.2443154    0.0000629    214.231   285.769    EM
    30 -0.38839489D+04    0.2211468    0.0000569    213.874   286.126    EM
    31 -0.38837487D+04    0.2001713    0.0000515    213.533   286.467    EM
    32 -0.38835674D+04    0.1813243    0.0000467    213.206   286.794    EM
    33 -0.38834029D+04    0.1644626    0.0000423    212.896   287.104    EM
    34 -0.38832535D+04    0.1493783    0.0000385    212.602   287.398    EM
    35 -0.38831177D+04    0.1358496    0.0000350    212.324   287.676    EM
    36 -0.38829940D+04    0.1236763    0.0000318    212.063   287.937    EM
    37 -0.38828813D+04    0.1126894    0.0000290    211.818   288.182    EM
    38 -0.38827786D+04    0.1027493    0.0000265    211.589   288.411    EM
    39 -0.38826848D+04    0.0937394    0.0000241    211.377   288.623    EM
    40 -0.38825993D+04    0.0855602    0.0000220    211.180   288.820    EM
    41 -0.38825211D+04    0.0781258    0.0000201    210.998   289.002    EM
    42 -0.38824498D+04    0.0713617    0.0000184    210.832   289.168    EM
    43 -0.38823846D+04    0.0652027    0.0000168    210.680   289.320    EM
    44 -0.38823250D+04    0.0595916    0.0000153    210.542   289.458    EM
    45 -0.38822705D+04    0.0544774    0.0000140    210.418   289.582    EM
    46 -0.38822207D+04    0.0498151    0.0000128    210.307   289.693    EM
    47 -0.38821751D+04    0.0455638    0.0000117    210.209   289.791    EM
    48 -0.38821335D+04    0.0416869    0.0000107    210.122   289.878    EM
    49 -0.38820953D+04    0.0381512    0.0000098    210.047   289.953    EM
    50 -0.38820604D+04    0.0349263    0.0000090    209.983   290.017    EM
    51 -0.38820284D+04    0.0319845    0.0000082    209.928   290.072    EM
    52 -0.38819991D+04    0.0293009    0.0000075    209.884   290.116    EM
    53 -0.38819722D+04    0.0268522    0.0000069    209.849   290.151    EM
    54 -0.38819476D+04    0.0246177    0.0000063    209.823   290.177    EM
    55 -0.38819250D+04    0.0225781    0.0000058    209.805   290.195    EM
    56 -0.38819043D+04    0.0207160    0.0000053    209.794   290.206    EM
    57 -0.38816881D+04    0.2162331    0.0000557    216.698   283.302    FS
    58 -0.38816636D+04    0.0244931    0.0000063    215.702   284.298    FS
    59 -0.38816602D+04    0.0033694    0.0000009    214.972   285.028    FS
    60 -0.38816562D+04    0.0040731    0.0000010    215.098   284.902    EM
    61 -0.38816557D+04    0.0004434    0.0000001    215.216   284.784    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 26




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.60337643D+04    0.0000000    0.0000000    288.469   211.531    EM
     2 -0.55887267D+04  445.0376096    0.0737579    255.041   244.959    FS
     3 -0.52772894D+04  311.4372201    0.0557260    227.107   272.893    FS
     4 -0.49831303D+04  294.1591671    0.0557406    216.973   283.027    FS
     5 -0.47991000D+04  184.0302276    0.0369306    214.121   285.879    FS
     6 -0.44834764D+04  315.6236909    0.0657673    209.979   290.021    FS
     7 -0.42840580D+04  199.4183873    0.0444785    204.221   295.779    FS
     8 -0.41510035D+04  133.0544747    0.0310580    196.144   303.856    FS
     9 -0.40639046D+04   87.0989207    0.0209826    184.575   315.425    FS
    10 -0.39911095D+04   72.7950374    0.0179126    163.912   336.088    FS
    11 -0.39444457D+04   46.6638672    0.0116920    138.543   361.457    FS
    12 -0.39163988D+04   28.0468930    0.0071105    101.879   398.121    FS
    13 -0.39030949D+04   13.3039160    0.0033970     71.986   428.014    FS
    14 -0.38959420D+04    7.1528170    0.0018326    134.645   365.355    FS
    15 -0.38896811D+04    6.2609417    0.0016070    131.749   368.251    FS
    16 -0.38887122D+04    0.9688725    0.0002491    133.509   366.491    EM
    17 -0.38882573D+04    0.4548999    0.0001170    135.232   364.768    EM
    18 -0.38878975D+04    0.3598095    0.0000925    136.860   363.140    EM
    19 -0.38875788D+04    0.3187556    0.0000820    138.434   361.566    EM
    20 -0.38872836D+04    0.2951931    0.0000759    139.978   360.022    EM
    21 -0.38870073D+04    0.2763102    0.0000711    141.506   358.494    EM
    22 -0.38867491D+04    0.2581237    0.0000664    143.027   356.973    EM
    23 -0.38865093D+04    0.2398215    0.0000617    144.542   355.458    EM
    24 -0.38862877D+04    0.2216262    0.0000570    146.052   353.948    EM
    25 -0.38860837D+04    0.2039958    0.0000525    147.556   352.444    EM
    26 -0.38858964D+04    0.1873376    0.0000482    149.052   350.948    EM
    27 -0.38857244D+04    0.1719289    0.0000442    150.542   349.458    EM
    28 -0.38855665D+04    0.1579159    0.0000406    152.024   347.976    EM
    29 -0.38854212D+04    0.1453409    0.0000374    153.498   346.502    EM
    30 -0.38852870D+04    0.1341727    0.0000345    154.966   345.034    EM
    31 -0.38851627D+04    0.1243325    0.0000320    156.427   343.573    EM
    32 -0.38850470D+04    0.1157139    0.0000298    157.882   342.118    EM
    33 -0.38849388D+04    0.1081971    0.0000278    159.332   340.668    EM
    34 -0.38848371D+04    0.1016581    0.0000262    160.777   339.223    EM
    35 -0.38847411D+04    0.0959753    0.0000247    162.218   337.782    EM
    36 -0.38846501D+04    0.0910339    0.0000234    163.655   336.345    EM
    37 -0.38845634D+04    0.0867283    0.0000223    165.088   334.912    EM
    38 -0.38844804D+04    0.0829634    0.0000214    166.518   333.482    EM
    39 -0.38844007D+04    0.0796550    0.0000205    167.944   332.056    EM
    40 -0.38843240D+04    0.0767294    0.0000198    169.367   330.633    EM
    41 -0.38842499D+04    0.0741234    0.0000191    170.787   329.213    EM
    42 -0.38841781D+04    0.0717827    0.0000185    172.203   327.797    EM
    43 -0.38841084D+04    0.0696616    0.0000179    173.614   326.386    EM
    44 -0.38840407D+04    0.0677216    0.0000174    175.021   324.979    EM
    45 -0.38839748D+04    0.0659309    0.0000170    176.423   323.577    EM
    46 -0.38839105D+04    0.0642628    0.0000165    177.820   322.180    EM
    47 -0.38838478D+04    0.0626955    0.0000161    179.210   320.790    EM
    48 -0.38837866D+04    0.0612111    0.0000158    180.595   319.405    EM
    49 -0.38837268D+04    0.0597951    0.0000154    181.973   318.027    EM
    50 -0.38836684D+04    0.0584358    0.0000150    183.343   316.657    EM
    51 -0.38836113D+04    0.0571233    0.0000147    184.705   315.295    EM
    52 -0.38835554D+04    0.0558501    0.0000144    186.060   313.940    EM
    53 -0.38835008D+04    0.0546099    0.0000141    187.405   312.595    EM
    54 -0.38834474D+04    0.0533978    0.0000137    188.741   311.259    EM
    55 -0.38833952D+04    0.0522101    0.0000134    190.067   309.933    EM
    56 -0.38833442D+04    0.0510435    0.0000131    191.384   308.616    EM
    57 -0.38832943D+04    0.0498956    0.0000128    192.689   307.311    EM
    58 -0.38832455D+04    0.0487648    0.0000126    193.983   306.017    EM
    59 -0.38832309D+04    0.0146262    0.0000038    277.869   222.131    FS
    60 -0.38820250D+04    1.2058761    0.0003105    246.358   253.642    FS
    61 -0.38819014D+04    0.1235435    0.0000318    247.437   252.563    EM
    62 -0.38818667D+04    0.0347393    0.0000089    248.442   251.558    EM
    63 -0.38818390D+04    0.0276701    0.0000071    249.373   250.627    EM
    64 -0.38818164D+04    0.0226323    0.0000058    250.239   249.761    EM
    65 -0.38817977D+04    0.0187101    0.0000048    251.046   248.954    EM
    66 -0.38817821D+04    0.0155872    0.0000040    251.801   248.199    EM
    67 -0.38817690D+04    0.0130730    0.0000034    252.509   247.491    EM
    68 -0.38817580D+04    0.0110355    0.0000028    253.174   246.826    EM
    69 -0.38817486D+04    0.0093766    0.0000024    253.800   246.200    EM
    70 -0.38817406D+04    0.0080205    0.0000021    254.392   245.608    EM
    71 -0.38817337D+04    0.0069079    0.0000018    254.951   245.049    EM
    72 -0.38817277D+04    0.0059914    0.0000015    255.482   244.518    EM
    73 -0.38817225D+04    0.0052336    0.0000013    255.986   244.014    EM
    74 -0.38816762D+04    0.0462755    0.0000119    266.822   233.178    QN
    75 -0.38816714D+04    0.0047952    0.0000012    266.852   233.148    EM
    76 -0.38816695D+04    0.0019104    0.0000005    266.897   233.103    EM
    77 -0.38816680D+04    0.0014547    0.0000004    266.958   233.042    EM
    78 -0.38816669D+04    0.0011813    0.0000003    267.031   232.969    EM
    79 -0.38816659D+04    0.0009976    0.0000003    267.115   232.885    EM
    80 -0.38816650D+04    0.0008667    0.0000002    267.206   232.794    EM
    81 -0.38816642D+04    0.0007693    0.0000002    267.305   232.695    EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.70898791D+04    0.0000000    0.0000000    174.431   325.569    EM
     2 -0.66814805D+04  408.3985121    0.0576030    159.001   340.999    FS
     3 -0.63477113D+04  333.7692122    0.0499544    149.477   350.523    FS
     4 -0.60212945D+04  326.4168053    0.0514228    142.515   357.485    FS
     5 -0.56610698D+04  360.2246819    0.0598251    134.345   365.655    FS
     6 -0.53598780D+04  301.1918605    0.0532041    123.024   376.976    FS
     7 -0.51027709D+04  257.1070877    0.0479688    115.788   384.212    FS
     8 -0.48745807D+04  228.1901539    0.0447189    112.470   387.530    FS
     9 -0.46852141D+04  189.3666930    0.0388478    109.676   390.324    FS
    10 -0.45280033D+04  157.2107444    0.0335547    111.064   388.936    FS
    11 -0.44025714D+04  125.4318917    0.0277014    117.164   382.836    FS
    12 -0.43004876D+04  102.0837728    0.0231873    115.966   384.034    FS
    13 -0.42185556D+04   81.9320058    0.0190518    106.694   393.306    FS
    14 -0.41524129D+04   66.1427638    0.0156790    104.831   395.169    FS
    15 -0.40948518D+04   57.5610782    0.0138621    108.375   391.625    FS
    16 -0.40397396D+04   55.1121596    0.0134589    117.746   382.254    FS
    17 -0.39887132D+04   51.0263982    0.0126311    126.398   373.602    FS
    18 -0.39440198D+04   44.6934556    0.0112050    130.106   369.894    FS
    19 -0.38948741D+04   49.1456674    0.0124608    130.317   369.683    EM
    20 -0.38900920D+04    4.7821249    0.0012278    130.726   369.274    EM
    21 -0.38889980D+04    1.0940248    0.0002812    131.164   368.836    EM
    22 -0.38883031D+04    0.6948271    0.0001787    131.625   368.375    EM
    23 -0.38877862D+04    0.5169216    0.0001329    132.114   367.886    EM
    24 -0.38873868D+04    0.3994331    0.0001027    132.637   367.363    EM
    25 -0.38870665D+04    0.3202720    0.0000824    133.201   366.799    EM
    26 -0.38867982D+04    0.2682707    0.0000690    133.813   366.187    EM
    27 -0.38865624D+04    0.2358205    0.0000607    134.481   365.519    EM
    28 -0.38863454D+04    0.2170541    0.0000558    135.209   364.791    EM
    29 -0.38861385D+04    0.2068830    0.0000532    135.998   364.002    EM
    30 -0.38859378D+04    0.2006698    0.0000516    136.846   363.154    EM
    31 -0.38857433D+04    0.1945324    0.0000501    137.742   362.258    EM
    32 -0.38855573D+04    0.1859737    0.0000479    138.673   361.327    EM
    33 -0.38853831D+04    0.1742366    0.0000448    139.623   360.377    EM
    34 -0.38852231D+04    0.1599901    0.0000412    140.578   359.422    EM
    35 -0.38850785D+04    0.1445614    0.0000372    141.524   358.476    EM
    36 -0.38849493D+04    0.1292318    0.0000333    142.452   357.548    EM
    37 -0.38848344D+04    0.1148914    0.0000296    143.356   356.644    EM
    38 -0.38847324D+04    0.1020057    0.0000263    144.233   355.767    EM
    39 -0.38846417D+04    0.0907253    0.0000234    145.079   354.921    EM
    40 -0.38845607D+04    0.0810143    0.0000209    145.895   354.105    EM
    41 -0.38844879D+04    0.0727470    0.0000187    146.682   353.318    EM
    42 -0.38844221D+04    0.0657673    0.0000169    147.441   352.559    EM
    43 -0.38843622D+04    0.0599222    0.0000154    148.173   351.827    EM
    44 -0.38843071D+04    0.0550765    0.0000142    148.882   351.118    EM
    45 -0.38842560D+04    0.0511204    0.0000132    149.569   350.431    EM
    46 -0.38842080D+04    0.0479709    0.0000124    150.238   349.762    EM
    47 -0.38841625D+04    0.0455735    0.0000117    150.891   349.109    EM
    48 -0.38841186D+04    0.0439023    0.0000113    151.532   348.468    EM
    49 -0.38840756D+04    0.0429625    0.0000111    152.165   347.835    EM
    50 -0.38840328D+04    0.0427946    0.0000110    152.794   347.206    EM
    51 -0.38839893D+04    0.0434812    0.0000112    153.423   346.577    EM
    52 -0.38839442D+04    0.0451580    0.0000116    154.059   345.941    EM
    53 -0.38838961D+04    0.0480294    0.0000124    154.707   345.293    EM
    54 -0.38838438D+04    0.0523874    0.0000135    155.375   344.625    EM
    55 -0.38837851D+04    0.0586329    0.0000151    156.072   343.928    EM
    56 -0.38837178D+04    0.0672822    0.0000173    156.808   343.192    EM
    57 -0.38836389D+04    0.0789261    0.0000203    157.596   342.404    EM
    58 -0.38835449D+04    0.0940626    0.0000242    158.447   341.553    EM
    59 -0.38834322D+04    0.1126849    0.0000290    159.372   340.628    EM
    60 -0.38832986D+04    0.1335692    0.0000344    160.376   339.624    EM
    61 -0.38831450D+04    0.1536108    0.0000396    161.457   338.543    EM
    62 -0.38829768D+04    0.1682284    0.0000433    162.599   337.401    EM
    63 -0.38818912D+04    1.0855458    0.0002796    179.127   320.873    FS
    64 -0.38815502D+04    0.3409714    0.0000878    177.988   322.012    FS
    65 -0.38814572D+04    0.0930486    0.0000240    181.714   318.286    FS
    66 -0.38813966D+04    0.0605873    0.0000156    181.153   318.847    FS
    67 -0.38813457D+04    0.0509080    0.0000131    182.639   317.361    FS
    68 -0.38813012D+04    0.0444554    0.0000115    182.799   317.201    FS
    69 -0.38812670D+04    0.0342362    0.0000088    183.791   316.209    FS
    70 -0.38812430D+04    0.0240133    0.0000062    183.906   316.094    FS
    71 -0.38812275D+04    0.0154590    0.0000040    184.559   315.441    FS
    72 -0.38812180D+04    0.0095491    0.0000025    184.496   315.504    FS
    73 -0.38812123D+04    0.0056699    0.0000015    184.962   315.038    FS
    74 -0.38812090D+04    0.0033276    0.0000009    184.785   315.215    FS
    75 -0.38812071D+04    0.0019114    0.0000005    185.168   314.832    FS
    76 -0.38812060D+04    0.0010996    0.0000003    184.927   315.073    FS
    77 -0.38812054D+04    0.0006206    0.0000002    185.277   314.723    FS


     Beginning Time:  23:10:27
        Ending Time:  23:11:08
       Elapsed Time:  00:00:41



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