Mplus VERSION 7.2
MUTHEN & MUTHEN
05/07/2014   2:51 PM

INPUT INSTRUCTIONS

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

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

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

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



INPUT READING TERMINATED NORMALLY



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

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                         500

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

Observed dependent variables

  Continuous
   Y1          Y2          Y3          Y4          Y5          Y6
   Y7          Y8

Continuous latent variables
   I1          S1          I2          S2

Categorical latent variables
   C1          C2


Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
  Maximum number of iterations                                 100
  Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
  Maximum number of iterations                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-06
    Relative loglikelihood change                        0.100D-06
    Derivative                                           0.100D-05
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
  Maximum value for logit thresholds                            15
  Minimum value for logit thresholds                           -15
  Minimum expected cell size for chi-square              0.100D-01
Optimization algorithm                                         EMA
Random Starts Specifications
  Number of initial stage random starts                         20
  Number of final stage optimizations                            4
  Number of initial stage iterations                            10
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0
Parameterization                                             LOGIT

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


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

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

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



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


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       33

Loglikelihood

          H0 Value                       -6606.707
          H0 Scaling Correction Factor      1.0087
            for MLR

Information Criteria

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



MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER

   C1  C2

  Latent Class Variable Patterns

         C1        C2
      Class     Class

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


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

  Latent Class
    Pattern

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


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

  Latent Class
    Variable    Class

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


LATENT TRANSITION PROBABILITIES BASED ON THE ESTIMATED MODEL

  C1 Classes (Rows) by C2 Classes (Columns)

            1        2

   1     0.409    0.591
   2     0.736    0.264
   3     0.791    0.209


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

  Latent Class
    Pattern

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


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

  Latent Class
    Variable    Class

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


CLASSIFICATION QUALITY

     Entropy                         0.721


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN

Class Counts and Proportions

  Latent Class
    Pattern

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


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

  Latent Class Variable Patterns

  Latent Class         C1        C2
   Pattern No.      Class     Class

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

           1        2        3        4        5        6

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


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

  Latent Class
    Variable    Class

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


MODEL RESULTS

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

Latent Class Pattern 1 1

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

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

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

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

 S1       WITH
    I1                 0.022      0.052      0.422      0.673

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

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

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

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

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

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

Latent Class Pattern 1 2

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

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

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

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

 S1       WITH
    I1                 0.022      0.052      0.422      0.673

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

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

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

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

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

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

Latent Class Pattern 2 1

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

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

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

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

 S1       WITH
    I1                 0.022      0.052      0.422      0.673

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

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

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

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

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

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

Latent Class Pattern 2 2

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

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

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

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

 S1       WITH
    I1                 0.022      0.052      0.422      0.673

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

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

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

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

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

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

Latent Class Pattern 3 1

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

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

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

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

 S1       WITH
    I1                 0.022      0.052      0.422      0.673

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

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

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

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

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

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

Latent Class Pattern 3 2

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

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

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

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

 S1       WITH
    I1                 0.022      0.052      0.422      0.673

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

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

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

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

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

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

Categorical Latent Variables

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

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


QUALITY OF NUMERICAL RESULTS

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


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1


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


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1                  0             0             0


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


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


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


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


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


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


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2


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


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1                  0             0             0


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


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


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


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


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


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


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1


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


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1                  0             0             0


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


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


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


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


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


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


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2


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


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1                  0             0             0


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


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


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


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


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


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


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 3 1


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


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1                  0             0             0


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


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


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


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


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


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


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 3 2


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


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1                  0             0             0


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


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


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


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


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


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


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


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


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


     STARTING VALUES FOR LATENT CLASS PATTERN 1 1


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


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1              0.000         0.000         0.000


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


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             2.156
 Y2             0.000         3.405
 Y3             0.000         0.000         5.196
 Y4             0.000         0.000         0.000         7.507
 Y5             0.000         0.000         0.000         0.000         1.235
 Y6             0.000         0.000         0.000         0.000         0.000
 Y7             0.000         0.000         0.000         0.000         0.000
 Y8             0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6             1.947
 Y7             0.000         3.099
 Y8             0.000         0.000         4.569


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


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


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


     STARTING VALUES FOR LATENT CLASS PATTERN 1 2


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


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1              0.000         0.000         0.000


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


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             2.156
 Y2             0.000         3.405
 Y3             0.000         0.000         5.196
 Y4             0.000         0.000         0.000         7.507
 Y5             0.000         0.000         0.000         0.000         1.235
 Y6             0.000         0.000         0.000         0.000         0.000
 Y7             0.000         0.000         0.000         0.000         0.000
 Y8             0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6             1.947
 Y7             0.000         3.099
 Y8             0.000         0.000         4.569


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


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


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


     STARTING VALUES FOR LATENT CLASS PATTERN 2 1


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


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1              0.000         0.000         0.000


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


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             2.156
 Y2             0.000         3.405
 Y3             0.000         0.000         5.196
 Y4             0.000         0.000         0.000         7.507
 Y5             0.000         0.000         0.000         0.000         1.235
 Y6             0.000         0.000         0.000         0.000         0.000
 Y7             0.000         0.000         0.000         0.000         0.000
 Y8             0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6             1.947
 Y7             0.000         3.099
 Y8             0.000         0.000         4.569


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


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


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


     STARTING VALUES FOR LATENT CLASS PATTERN 2 2


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


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1              0.000         0.000         0.000


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


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             2.156
 Y2             0.000         3.405
 Y3             0.000         0.000         5.196
 Y4             0.000         0.000         0.000         7.507
 Y5             0.000         0.000         0.000         0.000         1.235
 Y6             0.000         0.000         0.000         0.000         0.000
 Y7             0.000         0.000         0.000         0.000         0.000
 Y8             0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6             1.947
 Y7             0.000         3.099
 Y8             0.000         0.000         4.569


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


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


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


     STARTING VALUES FOR LATENT CLASS PATTERN 3 1


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


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1              0.000         0.000         0.000


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


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             2.156
 Y2             0.000         3.405
 Y3             0.000         0.000         5.196
 Y4             0.000         0.000         0.000         7.507
 Y5             0.000         0.000         0.000         0.000         1.235
 Y6             0.000         0.000         0.000         0.000         0.000
 Y7             0.000         0.000         0.000         0.000         0.000
 Y8             0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6             1.947
 Y7             0.000         3.099
 Y8             0.000         0.000         4.569


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


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


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


     STARTING VALUES FOR LATENT CLASS PATTERN 3 2


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


           NU
              Y6            Y7            Y8
              ________      ________      ________
 1              0.000         0.000         0.000


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


           THETA
              Y1            Y2            Y3            Y4            Y5
              ________      ________      ________      ________      ________
 Y1             2.156
 Y2             0.000         3.405
 Y3             0.000         0.000         5.196
 Y4             0.000         0.000         0.000         7.507
 Y5             0.000         0.000         0.000         0.000         1.235
 Y6             0.000         0.000         0.000         0.000         0.000
 Y7             0.000         0.000         0.000         0.000         0.000
 Y8             0.000         0.000         0.000         0.000         0.000


           THETA
              Y6            Y7            Y8
              ________      ________      ________
 Y6             1.947
 Y7             0.000         3.099
 Y8             0.000         0.000         4.569


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


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


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


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


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


TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.80650015D+04    0.0000000    0.0000000     84.971    84.079    EM
                                                     81.435    79.820
                                                     85.256    84.438
     2 -0.66703187D+04 1394.6827218    0.1729303     84.955    84.061    EM
                                                     81.469    79.837
                                                     85.246    84.431
     3 -0.66702977D+04    0.0210714    0.0000032     84.957    84.051    EM
                                                     81.472    79.843
                                                     85.250    84.426


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10596395D+05    0.0000000    0.0000000    260.983    24.864    EM
                                                    204.480     0.162
                                                      9.232     0.279
     2 -0.66917422D+04 3904.6528561    0.3684888    184.765     0.000    EM
                                                    265.096    12.290
                                                     37.015     0.833
     3 -0.66695088D+04   22.2334739    0.0033225    186.451     0.000    EM
                                                    263.008    12.317
                                                     37.399     0.825
     4 -0.66693436D+04    0.1651758    0.0000248    186.841     0.000    EM
                                                    262.543    12.362
                                                     37.443     0.810


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13014822D+05    0.0000000    0.0000000    170.073     0.187    EM
                                                     44.433    24.715
                                                    256.216     4.376
     2 -0.66751840D+04 6339.6385257    0.4871091    172.876     0.166    EM
                                                     42.136    18.884
                                                    260.388     5.550
     3 -0.66640052D+04   11.1787798    0.0016747    174.445     0.159    EM
                                                     39.912    15.404
                                                    263.597     6.483
     4 -0.66598109D+04    4.1943219    0.0006294    175.683     0.156    EM
                                                     38.036    12.951
                                                    265.952     7.223
     5 -0.66573689D+04    2.4419878    0.0003667    176.811     0.152    EM
                                                     36.548    11.098
                                                    267.452     7.938
     6 -0.66557529D+04    1.6159378    0.0002427    177.872     0.148    EM
                                                     35.411     9.658
                                                    268.228     8.683
     7 -0.66546478D+04    1.1050837    0.0001660    178.861     0.143    EM
                                                     34.569     8.521
                                                    268.423     9.483
     8 -0.66538782D+04    0.7696242    0.0001157    179.763     0.138    EM
                                                     33.960     7.612
                                                    268.169    10.358


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11809973D+05    0.0000000    0.0000000     35.098     2.984    EM
                                                     63.374     4.565
                                                    212.739   181.240
     2 -0.66942567D+04 5115.7167606    0.4331692     33.246     3.764    EM
                                                     71.650     4.785
                                                    194.273   192.281
     3 -0.66760463D+04   18.2103260    0.0027203     31.239     4.252    EM
                                                     74.655     4.565
                                                    184.403   200.886
     4 -0.66708904D+04    5.1558840    0.0007723     30.057     4.525    EM
                                                     76.860     4.425
                                                    176.815   207.316
     5 -0.66687810D+04    2.1094311    0.0003162     29.257     4.718    EM
                                                     78.614     4.321
                                                    170.616   212.473
     6 -0.66676946D+04    1.0864312    0.0001629     28.647     4.873    EM
                                                     80.137     4.235
                                                    165.306   216.801
     7 -0.66670365D+04    0.6580831    0.0000987     28.139     5.009    EM
                                                     81.536     4.158
                                                    160.595   220.563


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.15249532D+05    0.0000000    0.0000000      3.119   384.436    EM
                                                     42.266    45.818
                                                      3.296    21.065
     2 -0.66813040D+04 8568.2276782    0.5618683      3.319   383.583    EM
                                                     37.756    52.304
                                                      3.590    19.448
     3 -0.66706112D+04   10.6927824    0.0016004      3.360   382.226    EM
                                                     36.834    55.097
                                                      3.697    18.785
     4 -0.66683312D+04    2.2799749    0.0003418      3.354   380.790    EM
                                                     36.698    56.965
                                                      3.764    18.429
     5 -0.66674165D+04    0.9147655    0.0001372      3.332   379.329    EM
                                                     36.821    58.476
                                                      3.832    18.210


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11038691D+05    0.0000000    0.0000000    347.931    34.590    EM
                                                     22.572     0.136
                                                     94.581     0.189
     2 -0.66762000D+04 4362.4910684    0.3952000    347.810    36.508    EM
                                                     21.658     0.127
                                                     93.658     0.240
     3 -0.66722337D+04    3.9663397    0.0005941    347.092    38.499    EM
                                                     21.107     0.137
                                                     92.868     0.296
     4 -0.66710440D+04    1.1896690    0.0001783    346.132    40.581    EM
                                                     20.674     0.154
                                                     92.108     0.351
     5 -0.66703031D+04    0.7408933    0.0001111    345.017    42.762    EM
                                                     20.298     0.176
                                                     91.340     0.407


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12382805D+05    0.0000000    0.0000000    306.860     3.562    EM
                                                     57.855     7.782
                                                    107.095    16.848
     2 -0.66759404D+04 5706.8648087    0.4608701    299.714     3.040    EM
                                                     61.711     7.222
                                                    112.287    16.026
     3 -0.66633565D+04   12.5839884    0.0018850    294.543     2.841    EM
                                                     64.386     7.191
                                                    114.938    16.101
     4 -0.66588561D+04    4.5003612    0.0006754    290.445     2.699    EM
                                                     66.447     7.277
                                                    116.687    16.445
     5 -0.66558832D+04    2.9729032    0.0004465    287.078     2.578    EM
                                                     68.024     7.434
                                                    117.924    16.961
     6 -0.66535791D+04    2.3040616    0.0003462    284.326     2.464    EM
                                                     69.183     7.641
                                                    118.776    17.610
     7 -0.66518524D+04    1.7267696    0.0002595    282.124     2.349    EM
                                                     69.975     7.888
                                                    119.287    18.378
     8 -0.66506600D+04    1.1923187    0.0001792    280.399     2.233    EM
                                                     70.458     8.173
                                                    119.482    19.254
     9 -0.66498801D+04    0.7799659    0.0001173    279.065     2.116    EM
                                                     70.693     8.499
                                                    119.393    20.233


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11579898D+05    0.0000000    0.0000000      0.462     0.017    EM
                                                    384.079    36.517
                                                     39.733    39.193
     2 -0.66868142D+04 4893.0836285    0.4225498      0.603     0.017    EM
                                                    375.688    39.646
                                                     46.793    37.253
     3 -0.66754037D+04   11.4105543    0.0017064      0.758     0.019    EM
                                                    369.826    41.033
                                                     50.958    37.407
     4 -0.66725028D+04    2.9008940    0.0004346      0.907     0.021    EM
                                                    365.116    41.723
                                                     54.081    38.151
     5 -0.66711322D+04    1.3705643    0.0002054      1.057     0.023    EM
                                                    360.949    42.136
                                                     56.729    39.105
     6 -0.66702994D+04    0.8328120    0.0001248      1.208     0.026    EM
                                                    357.092    42.399
                                                     59.120    40.156


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.11744447D+05    0.0000000    0.0000000      3.852   359.255    EM
                                                      0.004     0.438
                                                      4.264   132.187
     2 -0.66745369D+04 5069.9095930    0.4316857      2.549   351.094    EM
                                                      0.003     0.505
                                                      3.920   141.928
     3 -0.66668277D+04    7.7092418    0.0011550      2.349   343.146    EM
                                                      0.004     0.570
                                                      4.131   149.801
     4 -0.66642558D+04    2.5718820    0.0003858      2.184   335.962    EM
                                                      0.004     0.633
                                                      4.398   156.819
     5 -0.66625063D+04    1.7494945    0.0002625      2.060   329.172    EM
                                                      0.005     0.700
                                                      4.719   163.345
     6 -0.66609085D+04    1.5977832    0.0002398      1.953   322.689    EM
                                                      0.005     0.770
                                                      5.090   169.493
     7 -0.66593344D+04    1.5741391    0.0002363      1.850   316.542    EM
                                                      0.006     0.842
                                                      5.516   175.244
     8 -0.66577909D+04    1.5434727    0.0002318      1.748   310.821    EM
                                                      0.006     0.917
                                                      6.000   180.508
     9 -0.66563423D+04    1.4485660    0.0002176      1.644   305.647    EM
                                                      0.007     0.991
                                                      6.545   185.165
    10 -0.66550727D+04    1.2696217    0.0001907      1.540   301.124    EM
                                                      0.008     1.066
                                                      7.154   189.108


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12392309D+05    0.0000000    0.0000000      1.014     0.038    EM
                                                     20.724     0.074
                                                    444.787    33.362
     2 -0.66765278D+04 5715.7813776    0.4612362      0.951     0.036    EM
                                                     19.203     0.063
                                                    443.913    35.834
     3 -0.66708652D+04    5.6626077    0.0008481      0.920     0.034    EM
                                                     18.465     0.066
                                                    442.017    38.497
     4 -0.66696208D+04    1.2444204    0.0001865      0.900     0.033    EM
                                                     17.921     0.074
                                                    439.832    41.240
     5 -0.66689537D+04    0.6670816    0.0001000      0.885     0.033    EM
                                                     17.468     0.082
                                                    437.444    44.087


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12985455D+05    0.0000000    0.0000000      0.062     0.009    EM
                                                    203.920     0.603
                                                    271.327    24.079
     2 -0.66738365D+04 6311.6190133    0.4860530      0.047     0.007    EM
                                                    203.556     0.603
                                                    271.692    24.095
     3 -0.66703738D+04    3.4626580    0.0005188      0.046     0.007    EM
                                                    202.756     0.636
                                                    271.819    24.737
     4 -0.66695544D+04    0.8193543    0.0001228      0.044     0.007    EM
                                                    201.857     0.675
                                                    271.754    25.662


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13638664D+05    0.0000000    0.0000000    124.520   110.452    EM
                                                    119.954    12.817
                                                     69.344    62.913
     2 -0.66475976D+04 6991.0660492    0.5125917    125.019    99.127    EM
                                                    127.887    18.577
                                                     67.829    61.562
     3 -0.66361820D+04   11.4155907    0.0017173    123.574    90.072    EM
                                                    135.831    23.110
                                                     65.254    62.158
     4 -0.66307269D+04    5.4550463    0.0008220    121.432    82.453    EM
                                                    143.324    26.559
                                                     62.457    63.776
     5 -0.66262286D+04    4.4982856    0.0006784    119.304    75.651    EM
                                                    149.677    29.707
                                                     59.788    65.873
     6 -0.66220497D+04    4.1789709    0.0006307    117.567    69.562    EM
                                                    154.737    32.602
                                                     57.326    68.205
     7 -0.66182934D+04    3.7562956    0.0005672    116.482    64.218    EM
                                                    158.456    35.162
                                                     55.078    70.603
     8 -0.66152380D+04    3.0554276    0.0004617    116.166    59.658    EM
                                                    160.900    37.301
                                                     53.035    72.940
     9 -0.66130295D+04    2.2084860    0.0003338    116.574    55.872    EM
                                                    162.249    38.986
                                                     51.196    75.123
    10 -0.66115764D+04    1.4530625    0.0002197    117.538    52.798    EM
                                                    162.746    40.240
                                                     49.582    77.097


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12354444D+05    0.0000000    0.0000000    144.001   123.424    EM
                                                    192.263    21.381
                                                     17.578     1.353
     2 -0.66535040D+04 5700.9400135    0.4614485    145.761   124.698    EM
                                                    182.549    27.988
                                                     17.067     1.937
     3 -0.66396174D+04   13.8865963    0.0020871    145.336   126.697    EM
                                                    175.864    32.754
                                                     16.858     2.492
     4 -0.66316511D+04    7.9662567    0.0011998    144.398   128.455    EM
                                                    171.778    35.534
                                                     16.903     2.932
     5 -0.66248867D+04    6.7643722    0.0010200    143.906   129.174    EM
                                                    169.122    37.369
                                                     17.033     3.395
     6 -0.66196325D+04    5.2542290    0.0007931    143.992   128.934    EM
                                                    167.437    38.524
                                                     17.170     3.942
     7 -0.66163581D+04    3.2744356    0.0004947    144.361   128.211    EM
                                                    166.409    39.146
                                                     17.270     4.603
     8 -0.66146729D+04    1.6852129    0.0002547    144.692   127.427    EM
                                                    165.837    39.349
                                                     17.321     5.374
     9 -0.66138461D+04    0.8267519    0.0001250    144.838   126.770    EM
                                                    165.587    39.252
                                                     17.333     6.221


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 13


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.14695356D+05    0.0000000    0.0000000    174.583     3.395    EM
                                                      6.220     8.514
                                                    251.443    55.844
     2 -0.66723334D+04 8023.0228113    0.5459563    167.265    14.321    EM
                                                      6.096     9.727
                                                    254.529    48.062
     3 -0.66590997D+04   13.2337103    0.0019834    164.388    18.905    EM
                                                      6.302    10.973
                                                    256.436    42.995
     4 -0.66552133D+04    3.8863398    0.0005836    161.839    22.670    EM
                                                      6.569    12.017
                                                    257.565    39.340
     5 -0.66534205D+04    1.7928743    0.0002694    159.410    25.993    EM
                                                      6.848    12.924
                                                    258.292    36.533
     6 -0.66523402D+04    1.0802161    0.0001624    156.980    29.070    EM
                                                      7.128    13.732
                                                    258.844    34.246
     7 -0.66515832D+04    0.7570820    0.0001138    154.509    31.987    EM
                                                      7.408    14.465
                                                    259.318    32.313


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.17981529D+05    0.0000000    0.0000000     91.615    82.507    EM
                                                    166.949    58.431
                                                     84.488    16.010
     2 -0.66616314D+04 ************    0.6295292     85.564    86.498    EM
                                                    160.393    57.376
                                                     91.126    19.043
     3 -0.66450355D+04   16.5958280    0.0024913     81.038    89.404    EM
                                                    156.051    54.857
                                                     97.105    21.545
     4 -0.66383808D+04    6.6547334    0.0010015     77.500    91.807    EM
                                                    152.734    51.599
                                                    102.477    23.884
     5 -0.66342535D+04    4.1272442    0.0006217     74.665    94.014    EM
                                                    149.778    47.974
                                                    107.376    26.192
     6 -0.66308356D+04    3.4179771    0.0005152     72.459    96.121    EM
                                                    146.849    44.209
                                                    111.863    28.498
     7 -0.66275808D+04    3.2548065    0.0004909     70.876    98.108    EM
                                                    143.764    40.487
                                                    115.980    30.784
     8 -0.66243594D+04    3.2213439    0.0004861     69.903    99.907    EM
                                                    140.435    36.982
                                                    119.783    32.991
     9 -0.66212015D+04    3.1578941    0.0004767     69.473   101.443    EM
                                                    136.862    33.848
                                                    123.333    35.042
    10 -0.66182080D+04    2.9935065    0.0004521     69.466   102.654    EM
                                                    133.141    31.206
                                                    126.671    36.861


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 15


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13973016D+05    0.0000000    0.0000000    431.899     5.430    EM
                                                      3.368     9.995
                                                     39.510     9.798
     2 -0.66857103D+04 7287.3055360    0.5215270    432.996     5.852    EM
                                                      3.646     8.696
                                                     38.286    10.523
     3 -0.66752260D+04   10.4843413    0.0015682    432.965     6.204    EM
                                                      3.813     8.370
                                                     37.599    11.050
     4 -0.66724548D+04    2.7712427    0.0004152    432.562     6.521    EM
                                                      3.888     8.286
                                                     37.134    11.609
     5 -0.66712533D+04    1.2014770    0.0001801    431.931     6.826    EM
                                                      3.930     8.327
                                                     36.777    12.209
     6 -0.66705977D+04    0.6556094    0.0000983    431.133     7.132    EM
                                                      3.952     8.462
                                                     36.486    12.835


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 16


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13317545D+05    0.0000000    0.0000000    248.961    33.669    EM
                                                     79.771    92.151
                                                     44.145     1.303
     2 -0.66729534D+04 6644.5918036    0.4989352    239.688    37.751    EM
                                                     76.268   101.338
                                                     43.579     1.377
     3 -0.66555402D+04   17.4131819    0.0026095    234.118    40.294    EM
                                                     72.857   108.374
                                                     42.918     1.439
     4 -0.66501870D+04    5.3531247    0.0008043    230.588    41.975    EM
                                                     69.710   113.934
                                                     42.309     1.485
     5 -0.66476368D+04    2.5502641    0.0003835    228.098    43.254    EM
                                                     66.835   118.560
                                                     41.738     1.516
     6 -0.66461115D+04    1.5252577    0.0002294    226.176    44.302    EM
                                                     64.234   122.576
                                                     41.174     1.536
     7 -0.66450850D+04    1.0264956    0.0001545    224.564    45.227    EM
                                                     61.910   126.156
                                                     40.596     1.547
     8 -0.66443532D+04    0.7318080    0.0001101    223.117    46.104    EM
                                                     59.851   129.384
                                                     39.996     1.549


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13861200D+05    0.0000000    0.0000000    134.543   339.895    EM
                                                     22.216     3.286
                                                      0.019     0.042
     2 -0.66461427D+04 7215.0576406    0.5205219    135.374   337.336    EM
                                                     24.632     2.599
                                                      0.017     0.042
     3 -0.66424246D+04    3.7180416    0.0005594    135.216   335.147    EM
                                                     27.306     2.269
                                                      0.017     0.044
     4 -0.66409657D+04    1.4589990    0.0002196    134.402   333.391    EM
                                                     30.113     2.031
                                                      0.017     0.046
     5 -0.66401240D+04    0.8416820    0.0001267    133.089   332.015    EM
                                                     32.987     1.843
                                                      0.018     0.048


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 18


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.13702141D+05    0.0000000    0.0000000    153.823     3.245    EM
                                                    331.306     5.535
                                                      6.088     0.003
     2 -0.71111976D+04 6590.9435700    0.4810156    303.691     3.190    EM
                                                    180.595     0.914
                                                     11.003     0.607
     3 -0.66704757D+04  440.7219304    0.0619758    287.893     3.210    EM
                                                    197.605     0.870
                                                      9.998     0.424
     4 -0.66646011D+04    5.8745649    0.0008807    275.021     3.243    EM
                                                    210.554     0.835
                                                      9.981     0.365
     5 -0.66614978D+04    3.1032569    0.0004656    264.144     3.289    EM
                                                    221.257     0.800
                                                     10.181     0.330
     6 -0.66592823D+04    2.2155491    0.0003326    254.778     3.352    EM
                                                    230.354     0.763
                                                     10.449     0.304
     7 -0.66575188D+04    1.7634700    0.0002648    246.726     3.439    EM
                                                    238.104     0.724
                                                     10.723     0.284
     8 -0.66561038D+04    1.4150305    0.0002125    239.878     3.557    EM
                                                    244.643     0.684
                                                     10.974     0.265
     9 -0.66550103D+04    1.0934566    0.0001643    234.131     3.711    EM
                                                    250.078     0.641
                                                     11.193     0.246
    10 -0.66542077D+04    0.8026190    0.0001206    229.363     3.904    EM
                                                    254.528     0.597
                                                     11.378     0.229


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 19


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10675438D+05    0.0000000    0.0000000     22.229     2.630    EM
                                                     69.050     0.057
                                                    387.194    18.839
     2 -0.67083416D+04 3967.0962976    0.3716097     33.669     2.257    EM
                                                    114.441     5.510
                                                    305.055    39.069
     3 -0.66720962D+04   36.2454082    0.0054030     34.533     2.454    EM
                                                    117.874     7.268
                                                    297.538    40.334
     4 -0.66690124D+04    3.0838478    0.0004622     35.612     2.530    EM
                                                    119.524     8.926
                                                    291.969    41.439
     5 -0.66675180D+04    1.4943946    0.0002241     36.606     2.648    EM
                                                    120.980    10.502
                                                    286.286    42.978
     6 -0.66664260D+04    1.0919821    0.0001638     37.574     2.781    EM
                                                    122.148    12.177
                                                    280.569    44.751
     7 -0.66654517D+04    0.9742247    0.0001461     38.539     2.918    EM
                                                    122.987    14.059
                                                    274.824    46.672


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 20


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.12121132D+05    0.0000000    0.0000000     37.498   296.784    EM
                                                     37.012    17.491
                                                     10.470   100.745
     2 -0.66697004D+04 5451.4311634    0.4497461     35.423   289.011    EM
                                                     39.787    17.705
                                                     12.414   105.661
     3 -0.66632466D+04    6.4537356    0.0009676     34.408   281.860    EM
                                                     42.127    17.909
                                                     13.800   109.896
     4 -0.66602441D+04    3.0025591    0.0004506     33.836   275.323    EM
                                                     44.291    18.080
                                                     14.868   113.601
     5 -0.66577523D+04    2.4918349    0.0003741     33.440   269.421    EM
                                                     46.425    18.213
                                                     15.818   116.683
     6 -0.66553689D+04    2.3833472    0.0003580     33.122   264.246    EM
                                                     48.586    18.294
                                                     16.713   119.039
     7 -0.66531629D+04    2.2060379    0.0003315     32.858   259.894    EM
                                                     50.780    18.312
                                                     17.563   120.593
     8 -0.66513054D+04    1.8574340    0.0002792     32.654   256.409    EM
                                                     52.984    18.259
                                                     18.362   121.333
     9 -0.66499124D+04    1.3930560    0.0002094     32.521   253.740    EM
                                                     55.168    18.134
                                                     19.103   121.333
    10 -0.66489680D+04    0.9444204    0.0001420     32.468   251.757    EM
                                                     57.311    17.943
                                                     19.787   120.734


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 11


    10 -0.66115764D+04    1.4530625    0.0002197    117.538    52.798    EM
                                                    162.746    40.240
                                                     49.582    77.097
    11 -0.66106595D+04    0.9168698    0.0001387    118.847    50.340    EM
                                                    162.638    41.128
                                                     48.211    78.835
    12 -0.66100753D+04    0.5842406    0.0000884    120.310    48.396    EM
                                                    162.136    41.729
                                                     47.096    80.332
    13 -0.66096884D+04    0.3869415    0.0000585    121.783    46.874    EM
                                                    161.398    42.115
                                                     46.233    81.598
    14 -0.66094199D+04    0.2684656    0.0000406    123.170    45.694    EM
                                                    160.539    42.342
                                                     45.604    82.650
    15 -0.66092246D+04    0.1953157    0.0000296    124.421    44.791    EM
                                                    159.633    42.455
                                                     45.186    83.515
    16 -0.66090753D+04    0.1493052    0.0000226    125.511    44.112    EM
                                                    158.727    42.484
                                                     44.950    84.216
    17 -0.66089550D+04    0.1202703    0.0000182    126.439    43.615    EM
                                                    157.846    42.452
                                                     44.872    84.777
    18 -0.66088528D+04    0.1021826    0.0000155    127.212    43.265    EM
                                                    157.003    42.374
                                                     44.926    85.220
    19 -0.66087615D+04    0.0912792    0.0000138    127.847    43.036    EM
                                                    156.199    42.262
                                                     45.092    85.563
    20 -0.66086764D+04    0.0851373    0.0000129    128.361    42.907    EM
                                                    155.434    42.125
                                                     45.350    85.823
    21 -0.66085942D+04    0.0821579    0.0000124    128.772    42.859    EM
                                                    154.703    41.968
                                                     45.685    86.014
    22 -0.66085130D+04    0.0812668    0.0000123    129.099    42.878    EM
                                                    154.001    41.795
                                                     46.081    86.146
    23 -0.66084313D+04    0.0817225    0.0000124    129.357    42.953    EM
                                                    153.322    41.611
                                                     46.527    86.231
    24 -0.66083483D+04    0.0830020    0.0000126    129.562    43.074    EM
                                                    152.662    41.416
                                                     47.011    86.275
    25 -0.66082635D+04    0.0847261    0.0000128    129.727    43.232    EM
                                                    152.015    41.214
                                                     47.524    86.287
    26 -0.66081769D+04    0.0865893    0.0000131    129.863    43.422    EM
                                                    151.379    41.005
                                                     48.058    86.273
    27 -0.66080886D+04    0.0883785    0.0000134    129.979    43.636    EM
                                                    150.751    40.791
                                                     48.606    86.237
    28 -0.66079987D+04    0.0898951    0.0000136    130.083    43.869    EM
                                                    150.130    40.574
                                                     49.159    86.185
    29 -0.66079077D+04    0.0909821    0.0000138    130.181    44.117    EM
                                                    149.514    40.354
                                                     49.714    86.120
    30 -0.66078162D+04    0.0915026    0.0000138    130.278    44.375    EM
                                                    148.904    40.133
                                                     50.265    86.045
    31 -0.66077248D+04    0.0913469    0.0000138    130.378    44.639    EM
                                                    148.299    39.912
                                                     50.807    85.965
    32 -0.66076344D+04    0.0904253    0.0000137    130.482    44.905    EM
                                                    147.703    39.693
                                                     51.336    85.881
    33 -0.66075457D+04    0.0886890    0.0000134    130.592    45.170    EM
                                                    147.115    39.476
                                                     51.851    85.796
    34 -0.66074596D+04    0.0861090    0.0000130    130.708    45.431    EM
                                                    146.539    39.263
                                                     52.347    85.711
    35 -0.66073769D+04    0.0827045    0.0000125    130.829    45.685    EM
                                                    145.977    39.055
                                                     52.824    85.630
    36 -0.66068406D+04    0.5363277    0.0000812    130.110    45.274    FS
                                                    137.455    36.545
                                                     62.081    88.533
    37 -0.66067729D+04    0.0676294    0.0000102    132.633    47.314    FS
                                                    138.802    36.619
                                                     59.076    85.556
    38 -0.66067253D+04    0.0476428    0.0000072    132.432    47.282    EM
                                                    138.702    36.745
                                                     59.190    85.648
    39 -0.66067164D+04    0.0089129    0.0000013    132.317    47.275    EM
                                                    138.641    36.783
                                                     59.254    85.730
    40 -0.66067128D+04    0.0036268    0.0000005    132.254    47.280    EM
                                                    138.593    36.785
                                                     59.297    85.791
    41 -0.66067109D+04    0.0018815    0.0000003    132.222    47.290    EM
                                                    138.552    36.772
                                                     59.331    85.834
    42 -0.66067097D+04    0.0011486    0.0000002    132.208    47.302    EM
                                                    138.515    36.753
                                                     59.359    85.863
    43 -0.66067090D+04    0.0007721    0.0000001    132.204    47.314    EM
                                                    138.482    36.732
                                                     59.384    85.884
    44 -0.66067084D+04    0.0005471    0.0000001    132.205    47.325    EM
                                                    138.453    36.712
                                                     59.405    85.899
    45 -0.66067080D+04    0.0003992    0.0000001    132.209    47.335    EM
                                                    138.428    36.694
                                                     59.424    85.911
    46 -0.66067077D+04    0.0002960    0.0000000    132.213    47.343    EM
                                                    138.406    36.678
                                                     59.441    85.919
    47 -0.66067075D+04    0.0002217    0.0000000    132.219    47.350    EM
                                                    138.386    36.663
                                                     59.457    85.926
    48 -0.66067073D+04    0.0001670    0.0000000    132.223    47.356    EM
                                                    138.369    36.650
                                                     59.471    85.932
    49 -0.66067072D+04    0.0001264    0.0000000    132.228    47.360    EM
                                                    138.353    36.639
                                                     59.483    85.936
    50 -0.66067071D+04    0.0000960    0.0000000    132.232    47.364    EM
                                                    138.340    36.629
                                                     59.495    85.940
    51 -0.66067070D+04    0.0000731    0.0000000    132.235    47.367    EM
                                                    138.328    36.621
                                                     59.505    85.944
    52 -0.66067070D+04    0.0000558    0.0000000    132.238    47.370    EM
                                                    138.318    36.614
                                                     59.514    85.947
    53 -0.66067069D+04    0.0000426    0.0000000    132.240    47.372    EM
                                                    138.309    36.607
                                                     59.523    85.950
    54 -0.66067069D+04    0.0000327    0.0000000    132.242    47.373    EM
                                                    138.300    36.602
                                                     59.531    85.953
    55 -0.66067069D+04    0.0000251    0.0000000    132.243    47.374    EM
                                                    138.293    36.597
                                                     59.538    85.955
    56 -0.66067069D+04    0.0000193    0.0000000    132.244    47.374    EM
                                                    138.287    36.593
                                                     59.544    85.957
    57 -0.66067068D+04    0.0000149    0.0000000    132.245    47.375    EM
                                                    138.281    36.590
                                                     59.550    85.960
    58 -0.66067068D+04    0.0000116    0.0000000    132.245    47.375    EM
                                                    138.276    36.587
                                                     59.556    85.962
    59 -0.66067068D+04    0.0000090    0.0000000    132.246    47.375    EM
                                                    138.271    36.584
                                                     59.561    85.964
    60 -0.66067068D+04    0.0000071    0.0000000    132.246    47.374    EM
                                                    138.267    36.582
                                                     59.565    85.965
    61 -0.66067068D+04    0.0000055    0.0000000    132.246    47.374    EM
                                                    138.263    36.580
                                                     59.570    85.967
    62 -0.66067068D+04    0.0000043    0.0000000    132.246    47.374    EM
                                                    138.260    36.578
                                                     59.574    85.969
    63 -0.66067068D+04    0.0000034    0.0000000    132.246    47.373    EM
                                                    138.257    36.577
                                                     59.577    85.970
    64 -0.66067068D+04    0.0000027    0.0000000    132.245    47.373    EM
                                                    138.254    36.576
                                                     59.580    85.972
    65 -0.66067068D+04    0.0000021    0.0000000    132.245    47.372    EM
                                                    138.252    36.575
                                                     59.584    85.973
    66 -0.66067068D+04    0.0000017    0.0000000    132.245    47.371    EM
                                                    138.249    36.574
                                                     59.586    85.974
    67 -0.66067068D+04    0.0000014    0.0000000    132.244    47.371    EM
                                                    138.247    36.573
                                                     59.589    85.976
    68 -0.66067068D+04    0.0000011    0.0000000    132.244    47.370    EM
                                                    138.246    36.572
                                                     59.591    85.977
    69 -0.66067068D+04    0.0000009    0.0000000    132.244    47.369    EM
                                                    138.244    36.572
                                                     59.594    85.978
    70 -0.66067068D+04    0.0000007    0.0000000    132.243    47.369    EM
                                                    138.242    36.571
                                                     59.596    85.979
    71 -0.66067068D+04    0.0000006    0.0000000    132.243    47.368    EM
                                                    138.241    36.571
                                                     59.597    85.980
    72 -0.66067068D+04    0.0000005    0.0000000    132.242    47.367    EM
                                                    138.240    36.571
                                                     59.599    85.981
    73 -0.66067068D+04    0.0000004    0.0000000    132.242    47.367    EM
                                                    138.239    36.570
                                                     59.601    85.981
    74 -0.66067068D+04    0.0000003    0.0000000    132.242    47.366    EM
                                                    138.238    36.570
                                                     59.602    85.982
    75 -0.66067068D+04    0.0000003    0.0000000    132.241    47.366    EM
                                                    138.237    36.570
                                                     59.604    85.983
    76 -0.66067068D+04    0.0000002    0.0000000    132.241    47.365    EM
                                                    138.236    36.570
                                                     59.605    85.983
    77 -0.66067068D+04    0.0000002    0.0000000    132.241    47.365    EM
                                                    138.235    36.569
                                                     59.606    85.984
    78 -0.66067068D+04    0.0000002    0.0000000    132.240    47.364    EM
                                                    138.234    36.569
                                                     59.607    85.985
    79 -0.66067068D+04    0.0000001    0.0000000    132.240    47.364    EM
                                                    138.234    36.569
                                                     59.608    85.985
    80 -0.66067068D+04    0.0000001    0.0000000    132.240    47.363    EM
                                                    138.233    36.569
                                                     59.609    85.986
    81 -0.66067068D+04    0.0000001    0.0000000    132.239    47.363    EM
                                                    138.233    36.569
                                                     59.610    85.986
    82 -0.66067068D+04    0.0000001    0.0000000    132.239    47.362    EM
                                                    138.232    36.569
                                                     59.611    85.987
    83 -0.66067068D+04    0.0000001    0.0000000    132.239    47.362    EM
                                                    138.232    36.569
                                                     59.612    85.987
    84 -0.66067068D+04    0.0000001    0.0000000    132.239    47.362    EM
                                                    138.231    36.569
                                                     59.612    85.987
    85 -0.66067068D+04    0.0000001    0.0000000    132.238    47.361    EM
                                                    138.231    36.569
                                                     59.613    85.988
    86 -0.66067068D+04    0.0000000    0.0000000    132.238    47.361    EM
                                                    138.230    36.569
                                                     59.613    85.988
    87 -0.66067068D+04    0.0000000    0.0000000    132.238    47.361    EM
                                                    138.230    36.569
                                                     59.614    85.988
    88 -0.66067068D+04    0.0000000    0.0000000    132.238    47.360    EM
                                                    138.230    36.569
                                                     59.615    85.989
    89 -0.66067068D+04    0.0000000    0.0000000    132.238    47.360    EM
                                                    138.229    36.569
                                                     59.615    85.989
    90 -0.66067068D+04    0.0000000    0.0000000    132.237    47.360    EM
                                                    138.229    36.569
                                                     59.615    85.989
    91 -0.66067068D+04    0.0000001    0.0000000    132.235    47.357    FS
                                                    138.226    36.568
                                                     59.621    85.993
    92 -0.66067068D+04    0.0000000    0.0000000    132.236    47.357    FS
                                                    138.226    36.569
                                                     59.620    85.992
    93 -0.66067068D+04    0.0000000    0.0000000    132.235    47.356    FS
                                                    138.226    36.569
                                                     59.622    85.993
    94 -0.66067068D+04    0.0000000    0.0000000    132.235    47.357    FS
                                                    138.226    36.569
                                                     59.621    85.992
    95 -0.66067068D+04    0.0000000    0.0000000    132.235    47.356    FS
                                                    138.226    36.569
                                                     59.622    85.993
    96 -0.66067068D+04    0.0000000    0.0000000    132.235    47.357    FS
                                                    138.226    36.569
                                                     59.621    85.992
    97 -0.66067068D+04    0.0000000    0.0000000    132.235    47.356    FS
                                                    138.226    36.569
                                                     59.622    85.993
    98 -0.66067068D+04    0.0000000    0.0000000    132.235    47.356    EM
                                                    138.226    36.569
                                                     59.621    85.993


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 12


     9 -0.66138461D+04    0.8267519    0.0001250    144.838   126.770    EM
                                                    165.587    39.252
                                                     17.333     6.221
    10 -0.66133870D+04    0.4591479    0.0000694    144.781   126.271    EM
                                                    165.556    38.972
                                                     17.319     7.100
    11 -0.66130842D+04    0.3027716    0.0000458    144.564   125.905    EM
                                                    165.666    38.604
                                                     17.293     7.967
    12 -0.66128631D+04    0.2210867    0.0000334    144.237   125.636    EM
                                                    165.854    38.213
                                                     17.268     8.792
    13 -0.66126953D+04    0.1677868    0.0000254    143.845   125.434    EM
                                                    166.077    37.836
                                                     17.253     9.556
    14 -0.66125661D+04    0.1291995    0.0000195    143.423   125.279    EM
                                                    166.304    37.488
                                                     17.253    10.253
    15 -0.66124656D+04    0.1005019    0.0000152    142.995   125.157    EM
                                                    166.519    37.174
                                                     17.274    10.883
    16 -0.66123866D+04    0.0790266    0.0000120    142.577   125.058    EM
                                                    166.708    36.890
                                                     17.315    11.452
    17 -0.66123237D+04    0.0628647    0.0000095    142.179   124.976    EM
                                                    166.868    36.633
                                                     17.378    11.966
    18 -0.66122731D+04    0.0506076    0.0000077    141.805   124.907    EM
                                                    166.997    36.398
                                                     17.461    12.432
    19 -0.66122319D+04    0.0412334    0.0000062    141.459   124.848    EM
                                                    167.094    36.181
                                                     17.563    12.855
    20 -0.66121979D+04    0.0340125    0.0000051    141.140   124.796    EM
                                                    167.162    35.977
                                                     17.682    13.242
    21 -0.66121694D+04    0.0284137    0.0000043    140.848   124.751    EM
                                                    167.202    35.785
                                                     17.817    13.597
    22 -0.66121454D+04    0.0240501    0.0000036    140.580   124.711    EM
                                                    167.217    35.602
                                                     17.966    13.924
    23 -0.66121248D+04    0.0206327    0.0000031    140.335   124.676    EM
                                                    167.208    35.426
                                                     18.128    14.227
    24 -0.66121068D+04    0.0179439    0.0000027    140.112   124.645    EM
                                                    167.177    35.257
                                                     18.301    14.509
    25 -0.66120910D+04    0.0158183    0.0000024    139.907   124.617    EM
                                                    167.128    35.093
                                                     18.483    14.772
    26 -0.66120769D+04    0.0141295    0.0000021    139.720   124.591    EM
                                                    167.061    34.934
                                                     18.675    15.018
    27 -0.66120641D+04    0.0127807    0.0000019    139.549   124.569    EM
                                                    166.977    34.780
                                                     18.875    15.250
    28 -0.66120524D+04    0.0116967    0.0000018    139.391   124.549    EM
                                                    166.880    34.629
                                                     19.083    15.468
    29 -0.66120416D+04    0.0108196    0.0000016    139.246   124.530    EM
                                                    166.769    34.483
                                                     19.296    15.675
    30 -0.66120315D+04    0.0101047    0.0000015    139.112   124.513    EM
                                                    166.647    34.340
                                                     19.516    15.872
    31 -0.66120220D+04    0.0095174    0.0000014    138.988   124.498    EM
                                                    166.515    34.200
                                                     19.740    16.059
    32 -0.66120129D+04    0.0090307    0.0000014    138.873   124.484    EM
                                                    166.373    34.064
                                                     19.969    16.237
    33 -0.66120043D+04    0.0086237    0.0000013    138.765   124.472    EM
                                                    166.222    33.930
                                                     20.202    16.409
    34 -0.66119960D+04    0.0082799    0.0000013    138.665   124.460    EM
                                                    166.064    33.800
                                                     20.439    16.573
    35 -0.66119880D+04    0.0079868    0.0000012    138.571   124.449    EM
                                                    165.898    33.672
                                                     20.679    16.731
    36 -0.66119803D+04    0.0077343    0.0000012    138.482   124.439    EM
                                                    165.727    33.546
                                                     20.922    16.884
    37 -0.66119728D+04    0.0075145    0.0000011    138.399   124.429    EM
                                                    165.550    33.423
                                                     21.168    17.031
    38 -0.66119655D+04    0.0073213    0.0000011    138.320   124.420    EM
                                                    165.368    33.303
                                                     21.416    17.174
    39 -0.66119583D+04    0.0071498    0.0000011    138.244   124.412    EM
                                                    165.181    33.184
                                                     21.666    17.312
    40 -0.66119513D+04    0.0069963    0.0000011    138.173   124.403    EM
                                                    164.991    33.068
                                                     21.919    17.447
    41 -0.66119445D+04    0.0068575    0.0000010    138.105   124.395    EM
                                                    164.796    32.954
                                                     22.172    17.578
    42 -0.66119377D+04    0.0067310    0.0000010    138.039   124.388    EM
                                                    164.599    32.841
                                                     22.428    17.705
    43 -0.66119311D+04    0.0066150    0.0000010    137.976   124.380    EM
                                                    164.398    32.731
                                                     22.685    17.830
    44 -0.66119246D+04    0.0065078    0.0000010    137.916   124.373    EM
                                                    164.194    32.622
                                                     22.943    17.952
    45 -0.66119182D+04    0.0064081    0.0000010    137.857   124.366    EM
                                                    163.988    32.514
                                                     23.203    18.072
    46 -0.66119119D+04    0.0063150    0.0000010    137.801   124.359    EM
                                                    163.780    32.409
                                                     23.463    18.189
    47 -0.66119057D+04    0.0062274    0.0000009    137.746   124.352    EM
                                                    163.570    32.304
                                                     23.725    18.303
    48 -0.66118995D+04    0.0061448    0.0000009    137.693   124.345    EM
                                                    163.358    32.201
                                                     23.987    18.416
    49 -0.66118934D+04    0.0060666    0.0000009    137.641   124.339    EM
                                                    163.144    32.100
                                                     24.250    18.527
    50 -0.66118875D+04    0.0059922    0.0000009    137.590   124.332    EM
                                                    162.928    31.999
                                                     24.514    18.636
    51 -0.66118815D+04    0.0059213    0.0000009    137.541   124.325    EM
                                                    162.711    31.900
                                                     24.779    18.744
    52 -0.66118757D+04    0.0058535    0.0000009    137.492   124.319    EM
                                                    162.493    31.802
                                                     25.044    18.850
    53 -0.66118699D+04    0.0057886    0.0000009    137.445   124.312    EM
                                                    162.274    31.705
                                                     25.310    18.954
    54 -0.66118642D+04    0.0057262    0.0000009    137.398   124.306    EM
                                                    162.053    31.609
                                                     25.576    19.058
    55 -0.66118585D+04    0.0056661    0.0000009    137.353   124.300    EM
                                                    161.832    31.514
                                                     25.843    19.159
    56 -0.66118529D+04    0.0056082    0.0000008    137.308   124.293    EM
                                                    161.609    31.419
                                                     26.110    19.260
    57 -0.66118473D+04    0.0055523    0.0000008    137.264   124.287    EM
                                                    161.386    31.326
                                                     26.378    19.360
    58 -0.66118418D+04    0.0054983    0.0000008    137.220   124.280    EM
                                                    161.161    31.233
                                                     26.646    19.458
    59 -0.66118364D+04    0.0054459    0.0000008    137.177   124.274    EM
                                                    160.936    31.142
                                                     26.915    19.556
    60 -0.66118310D+04    0.0053951    0.0000008    137.135   124.268    EM
                                                    160.711    31.051
                                                     27.184    19.652
    61 -0.66118257D+04    0.0053459    0.0000008    137.093   124.261    EM
                                                    160.484    30.960
                                                     27.453    19.748
    62 -0.66118204D+04    0.0052980    0.0000008    137.052   124.255    EM
                                                    160.257    30.871
                                                     27.722    19.843
    63 -0.66118151D+04    0.0052514    0.0000008    137.011   124.249    EM
                                                    160.030    30.782
                                                     27.992    19.937
    64 -0.66118099D+04    0.0052060    0.0000008    136.970   124.243    EM
                                                    159.801    30.693
                                                     28.262    20.030
    65 -0.66118047D+04    0.0051617    0.0000008    136.930   124.237    EM
                                                    159.573    30.606
                                                     28.532    20.123
    66 -0.66117996D+04    0.0051186    0.0000008    136.891   124.230    EM
                                                    159.344    30.518
                                                     28.803    20.214
    67 -0.66117945D+04    0.0050764    0.0000008    136.852   124.224    EM
                                                    159.114    30.432
                                                     29.073    20.305
    68 -0.66094663D+04    2.3282633    0.0003521     76.257   116.105    QN
                                                    104.643     9.646
                                                    147.965    45.384
    69 -0.66094041D+04    0.0621582    0.0000094     76.143   115.772    EM
                                                    104.455    10.130
                                                    148.174    45.326
    70 -0.66093762D+04    0.0278911    0.0000042     76.049   115.406    EM
                                                    104.360    10.606
                                                    148.301    45.279
    71 -0.66093503D+04    0.0259663    0.0000039     75.952   115.023    EM
                                                    104.335    11.082
                                                    148.380    45.227
    72 -0.66093250D+04    0.0252402    0.0000038     75.847   114.631    EM
                                                    104.369    11.561
                                                    148.424    45.168
    73 -0.66092999D+04    0.0250804    0.0000038     75.731   114.231    EM
                                                    104.453    12.043
                                                    148.439    45.102
    74 -0.66092747D+04    0.0252484    0.0000038     75.603   113.825    EM
                                                    104.582    12.531
                                                    148.429    45.030
    75 -0.66092491D+04    0.0256345    0.0000039     75.464   113.413    EM
                                                    104.750    13.024
                                                    148.397    44.952
    76 -0.66092229D+04    0.0261828    0.0000040     75.314   112.995    EM
                                                    104.953    13.525
                                                    148.344    44.869
    77 -0.66091960D+04    0.0268616    0.0000041     75.154   112.570    EM
                                                    105.188    14.033
                                                    148.273    44.781
    78 -0.66091684D+04    0.0276539    0.0000042     74.986   112.139    EM
                                                    105.452    14.549
                                                    148.185    44.689
    79 -0.66091398D+04    0.0285471    0.0000043     74.809   111.701    EM
                                                    105.743    15.075
                                                    148.080    44.592
    80 -0.66091103D+04    0.0295350    0.0000045     74.624   111.257    EM
                                                    106.059    15.610
                                                    147.961    44.490
    81 -0.66067068D+04    2.4034876    0.0003637     59.621    85.993    QN
                                                    132.235    47.356
                                                    138.226    36.569
    82 -0.66067068D+04    0.0000000    0.0000000     59.621    85.993    EM
                                                    132.235    47.356
                                                    138.226    36.569


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 14


    10 -0.66182080D+04    2.9935065    0.0004521     69.466   102.654    EM
                                                    133.141    31.206
                                                    126.671    36.861
    11 -0.66155105D+04    2.6974856    0.0004076     69.728   103.506    EM
                                                    129.456    29.124
                                                    129.788    38.397
    12 -0.66132372D+04    2.2733822    0.0003436     70.110   103.997    EM
                                                    126.032    27.615
                                                    132.616    39.629
    13 -0.66114716D+04    1.7655961    0.0002670     70.492   104.160    EM
                                                    123.075    26.645
                                                    135.065    40.563
    14 -0.66102191D+04    1.2524590    0.0001894     70.800   104.053    EM
                                                    120.712    26.145
                                                    137.068    41.222
    15 -0.66094050D+04    0.8141392    0.0001232     71.001   103.744    EM
                                                    118.973    26.030
                                                    138.609    41.643
    16 -0.66089096D+04    0.4953651    0.0000749     71.091   103.297    EM
                                                    117.806    26.212
                                                    139.724    41.870
    17 -0.66086152D+04    0.2944304    0.0000446     71.081   102.765    EM
                                                    117.117    26.610
                                                    140.482    41.945
    18 -0.66084334D+04    0.1818004    0.0000275     70.989   102.181    EM
                                                    116.802    27.160
                                                    140.958    41.910
    19 -0.66083092D+04    0.1241268    0.0000188     70.831   101.570    EM
                                                    116.768    27.812
                                                    141.221    41.798
    20 -0.66082126D+04    0.0966155    0.0000146     70.622   100.946    EM
                                                    116.940    28.529
                                                    141.329    41.634
    21 -0.66081283D+04    0.0843457    0.0000128     70.373   100.316    EM
                                                    117.262    29.287
                                                    141.325    41.437
    22 -0.66080489D+04    0.0793622    0.0000120     70.094    99.684    EM
                                                    117.691    30.070
                                                    141.241    41.220
    23 -0.66079712D+04    0.0777014    0.0000118     69.791    99.054    EM
                                                    118.197    30.865
                                                    141.100    40.993
    24 -0.66078938D+04    0.0774372    0.0000117     69.470    98.426    EM
                                                    118.758    31.666
                                                    140.919    40.760
    25 -0.66078161D+04    0.0776261    0.0000117     69.136    97.803    EM
                                                    119.357    32.467
                                                    140.710    40.526
    26 -0.66077384D+04    0.0777837    0.0000118     68.792    97.185    EM
                                                    119.982    33.264
                                                    140.484    40.293
    27 -0.66076607D+04    0.0776437    0.0000118     68.442    96.574    EM
                                                    120.622    34.052
                                                    140.246    40.064
    28 -0.66075837D+04    0.0770472    0.0000117     68.088    95.973    EM
                                                    121.270    34.829
                                                    140.003    39.838
    29 -0.66075078D+04    0.0758973    0.0000115     67.732    95.382    EM
                                                    121.918    35.591
                                                    139.759    39.618
    30 -0.66074336D+04    0.0741392    0.0000112     67.376    94.805    EM
                                                    122.561    36.336
                                                    139.518    39.404
    31 -0.66073619D+04    0.0717549    0.0000109     67.022    94.243    EM
                                                    123.194    37.060
                                                    139.284    39.197
    32 -0.66072931D+04    0.0687573    0.0000104     66.672    93.698    EM
                                                    123.812    37.761
                                                    139.058    38.999
    33 -0.66072279D+04    0.0652004    0.0000099     66.327    93.173    EM
                                                    124.413    38.436
                                                    138.844    38.808
    34 -0.66071668D+04    0.0611545    0.0000093     65.988    92.669    EM
                                                    124.991    39.082
                                                    138.643    38.627
    35 -0.66071100D+04    0.0567239    0.0000086     65.657    92.187    EM
                                                    125.545    39.699
                                                    138.456    38.455
    36 -0.66067804D+04    0.3296248    0.0000499     59.244    86.038    FS
                                                    132.478    47.607
                                                    137.399    37.234
    37 -0.66067474D+04    0.0330667    0.0000050     61.151    86.941    FS
                                                    131.338    46.033
                                                    137.921    36.617
    38 -0.66067217D+04    0.0256792    0.0000039     60.967    86.898    EM
                                                    131.428    46.185
                                                    137.886    36.636
    39 -0.66067162D+04    0.0054314    0.0000008     60.829    86.836    EM
                                                    131.508    46.313
                                                    137.863    36.651
    40 -0.66067137D+04    0.0025111    0.0000004     60.718    86.770    EM
                                                    131.577    46.422
                                                    137.854    36.659
    41 -0.66067123D+04    0.0014679    0.0000002     60.626    86.706    EM
                                                    131.637    46.516
                                                    137.854    36.661
    42 -0.66067113D+04    0.0009963    0.0000002     60.547    86.646    EM
                                                    131.690    46.597
                                                    137.861    36.660
    43 -0.66067105D+04    0.0007412    0.0000001     60.477    86.591    EM
                                                    131.737    46.668
                                                    137.872    36.656
    44 -0.66067099D+04    0.0005828    0.0000001     60.415    86.541    EM
                                                    131.779    46.730
                                                    137.885    36.651
    45 -0.66067095D+04    0.0004734    0.0000001     60.358    86.496    EM
                                                    131.817    46.784
                                                    137.899    36.645
    46 -0.66067091D+04    0.0003922    0.0000001     60.306    86.455    EM
                                                    131.851    46.833
                                                    137.915    36.640
    47 -0.66067088D+04    0.0003289    0.0000000     60.258    86.418    EM
                                                    131.883    46.876
                                                    137.930    36.634
    48 -0.66067085D+04    0.0002780    0.0000000     60.214    86.384    EM
                                                    131.911    46.915
                                                    137.945    36.629
    49 -0.66067082D+04    0.0002362    0.0000000     60.173    86.354    EM
                                                    131.937    46.951
                                                    137.961    36.624
    50 -0.66067080D+04    0.0002015    0.0000000     60.135    86.326    EM
                                                    131.961    46.983
                                                    137.975    36.620
    51 -0.66067079D+04    0.0001723    0.0000000     60.100    86.300    EM
                                                    131.983    47.012
                                                    137.989    36.616
    52 -0.66067077D+04    0.0001477    0.0000000     60.067    86.277    EM
                                                    132.002    47.038
                                                    138.003    36.612
    53 -0.66067076D+04    0.0001270    0.0000000     60.037    86.256    EM
                                                    132.021    47.063
                                                    138.016    36.608
    54 -0.66067075D+04    0.0001092    0.0000000     60.008    86.236    EM
                                                    132.037    47.085
                                                    138.029    36.605
    55 -0.66067074D+04    0.0000940    0.0000000     59.981    86.218    EM
                                                    132.052    47.105
                                                    138.041    36.602
    56 -0.66067073D+04    0.0000810    0.0000000     59.957    86.202    EM
                                                    132.066    47.124
                                                    138.052    36.599
    57 -0.66067072D+04    0.0000698    0.0000000     59.934    86.186    EM
                                                    132.079    47.141
                                                    138.063    36.597
    58 -0.66067072D+04    0.0000603    0.0000000     59.912    86.172    EM
                                                    132.091    47.157
                                                    138.073    36.594
    59 -0.66067071D+04    0.0000520    0.0000000     59.892    86.159    EM
                                                    132.102    47.172
                                                    138.083    36.592
    60 -0.66067071D+04    0.0000449    0.0000000     59.873    86.147    EM
                                                    132.112    47.185
                                                    138.092    36.590
    61 -0.66067070D+04    0.0000388    0.0000000     59.856    86.136    EM
                                                    132.121    47.198
                                                    138.101    36.589
    62 -0.66067070D+04    0.0000336    0.0000000     59.840    86.126    EM
                                                    132.129    47.209
                                                    138.109    36.587
    63 -0.66067070D+04    0.0000290    0.0000000     59.825    86.116    EM
                                                    132.137    47.220
                                                    138.116    36.586
    64 -0.66067070D+04    0.0000251    0.0000000     59.811    86.108    EM
                                                    132.144    47.230
                                                    138.123    36.584
    65 -0.66067069D+04    0.0000217    0.0000000     59.798    86.099    EM
                                                    132.151    47.239
                                                    138.130    36.583
    66 -0.66067069D+04    0.0000188    0.0000000     59.786    86.092    EM
                                                    132.157    47.247
                                                    138.137    36.582
    67 -0.66067069D+04    0.0000163    0.0000000     59.774    86.085    EM
                                                    132.163    47.255
                                                    138.142    36.581
    68 -0.66067069D+04    0.0000141    0.0000000     59.764    86.078    EM
                                                    132.168    47.262
                                                    138.148    36.580
    69 -0.66067069D+04    0.0000122    0.0000000     59.754    86.072    EM
                                                    132.173    47.269
                                                    138.153    36.579
    70 -0.66067069D+04    0.0000106    0.0000000     59.745    86.067    EM
                                                    132.177    47.275
                                                    138.158    36.578
    71 -0.66067068D+04    0.0000091    0.0000000     59.736    86.061    EM
                                                    132.181    47.281
                                                    138.163    36.577
    72 -0.66067068D+04    0.0000079    0.0000000     59.728    86.057    EM
                                                    132.185    47.286
                                                    138.167    36.577
    73 -0.66067068D+04    0.0000069    0.0000000     59.721    86.052    EM
                                                    132.189    47.291
                                                    138.171    36.576
    74 -0.66067068D+04    0.0000059    0.0000000     59.714    86.048    EM
                                                    132.192    47.296
                                                    138.175    36.576
    75 -0.66067068D+04    0.0000384    0.0000000     59.621    85.993    QN
                                                    132.235    47.356
                                                    138.226    36.569
    76 -0.66067068D+04    0.0000000    0.0000000     59.621    85.993    EM
                                                    132.235    47.356
                                                    138.226    36.569


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 17


     5 -0.66401240D+04    0.8416820    0.0001267    133.089   332.015    EM
                                                     32.987     1.843
                                                      0.018     0.048
     6 -0.66395230D+04    0.6009264    0.0000905    131.380   330.954    EM
                                                     35.908     1.688
                                                      0.020     0.050
     7 -0.66390379D+04    0.4851893    0.0000731    129.361   330.147    EM
                                                     38.862     1.557
                                                      0.021     0.053
     8 -0.66386178D+04    0.4200536    0.0000633    127.109   329.536    EM
                                                     41.831     1.446
                                                      0.023     0.055
     9 -0.66382398D+04    0.3779697    0.0000569    124.691   329.077    EM
                                                     44.800     1.350
                                                      0.025     0.057
    10 -0.66378929D+04    0.3469378    0.0000523    122.164   328.731    EM
                                                     47.749     1.268
                                                      0.028     0.059
    11 -0.66375717D+04    0.3212110    0.0000484    119.578   328.471    EM
                                                     50.661     1.197
                                                      0.032     0.061
    12 -0.66372737D+04    0.2979873    0.0000449    116.972   328.274    EM
                                                     53.519     1.136
                                                      0.037     0.062
    13 -0.66369977D+04    0.2759647    0.0000416    114.379   328.123    EM
                                                     56.309     1.083
                                                      0.042     0.064
    14 -0.66367431D+04    0.2546600    0.0000384    111.824   328.007    EM
                                                     59.018     1.037
                                                      0.050     0.065
    15 -0.66365090D+04    0.2340276    0.0000353    109.328   327.915    EM
                                                     61.635     0.998
                                                      0.059     0.065
    16 -0.66362948D+04    0.2142590    0.0000323    106.905   327.842    EM
                                                     64.153     0.964
                                                      0.071     0.065
    17 -0.66360991D+04    0.1956855    0.0000295    104.565   327.782    EM
                                                     66.565     0.934
                                                      0.088     0.065
    18 -0.66359204D+04    0.1787339    0.0000269    102.316   327.732    EM
                                                     68.867     0.909
                                                      0.112     0.064
    19 -0.66357564D+04    0.1639140    0.0000247    100.160   327.690    EM
                                                     71.057     0.888
                                                      0.144     0.061
    20 -0.66356047D+04    0.1517889    0.0000229     98.096   327.653    EM
                                                     73.134     0.869
                                                      0.190     0.059
    21 -0.66354618D+04    0.1428429    0.0000215     96.121   327.618    EM
                                                     75.099     0.854
                                                      0.254     0.055
    22 -0.66353246D+04    0.1371959    0.0000207     94.228   327.583    EM
                                                     76.954     0.840
                                                      0.343     0.051
    23 -0.66351904D+04    0.1342130    0.0000202     92.411   327.547    EM
                                                     78.703     0.829
                                                      0.464     0.046
    24 -0.66350581D+04    0.1322944    0.0000199     90.663   327.507    EM
                                                     80.350     0.820
                                                      0.618     0.042
    25 -0.66349288D+04    0.1292736    0.0000195     88.982   327.462    EM
                                                     81.902     0.812
                                                      0.803     0.038
    26 -0.66348054D+04    0.1234854    0.0000186     87.367   327.413    EM
                                                     83.367     0.806
                                                      1.012     0.033
    27 -0.66346907D+04    0.1146833    0.0000173     85.821   327.361    EM
                                                     84.753     0.802
                                                      1.235     0.030
    28 -0.66345868D+04    0.1038870    0.0000157     84.344   327.306    EM
                                                     86.065     0.798
                                                      1.461     0.026
    29 -0.66344943D+04    0.0924801    0.0000139     82.937   327.251    EM
                                                     87.309     0.796
                                                      1.685     0.023
    30 -0.66344128D+04    0.0815093    0.0000123     81.600   327.195    EM
                                                     88.490     0.794
                                                      1.901     0.020
    31 -0.66343413D+04    0.0715211    0.0000108     80.330   327.141    EM
                                                     89.610     0.794
                                                      2.107     0.018
    32 -0.66342786D+04    0.0626939    0.0000094     79.127   327.088    EM
                                                     90.672     0.795
                                                      2.303     0.016
    33 -0.66342236D+04    0.0550074    0.0000083     77.986   327.038    EM
                                                     91.679     0.796
                                                      2.488     0.014
    34 -0.66341752D+04    0.0483570    0.0000073     76.904   326.990    EM
                                                     92.633     0.798
                                                      2.663     0.013
    35 -0.66341326D+04    0.0426135    0.0000064     75.880   326.944    EM
                                                     93.536     0.801
                                                      2.827     0.012
    36 -0.66340950D+04    0.0376496    0.0000057     74.909   326.901    EM
                                                     94.392     0.804
                                                      2.982     0.011
    37 -0.66340616D+04    0.0333529    0.0000050     73.989   326.861    EM
                                                     95.203     0.808
                                                      3.129     0.010
    38 -0.66340320D+04    0.0296243    0.0000045     73.117   326.823    EM
                                                     95.970     0.812
                                                      3.268     0.009
    39 -0.66340056D+04    0.0263794    0.0000040     72.291   326.788    EM
                                                     96.697     0.817
                                                      3.399     0.008
    40 -0.66339820D+04    0.0235483    0.0000035     71.507   326.754    EM
                                                     97.386     0.823
                                                      3.523     0.008
    41 -0.66339610D+04    0.0210715    0.0000032     70.762   326.723    EM
                                                     98.038     0.829
                                                      3.641     0.007
    42 -0.66339421D+04    0.0188990    0.0000028     70.056   326.693    EM
                                                     98.655     0.835
                                                      3.754     0.007
    43 -0.66339251D+04    0.0169887    0.0000026     69.385   326.665    EM
                                                     99.241     0.842
                                                      3.861     0.007
    44 -0.66339098D+04    0.0153050    0.0000023     68.748   326.638    EM
                                                     99.796     0.849
                                                      3.964     0.006
    45 -0.66338960D+04    0.0138178    0.0000021     68.142   326.612    EM
                                                    100.323     0.856
                                                      4.062     0.006
    46 -0.66338835D+04    0.0125013    0.0000019     67.565   326.588    EM
                                                    100.823     0.864
                                                      4.155     0.006
    47 -0.66338721D+04    0.0113335    0.0000017     67.016   326.564    EM
                                                    101.297     0.872
                                                      4.246     0.005
    48 -0.66338618D+04    0.0102958    0.0000016     66.493   326.541    EM
                                                    101.748     0.880
                                                      4.332     0.005
    49 -0.66338525D+04    0.0093719    0.0000014     65.995   326.519    EM
                                                    102.176     0.889
                                                      4.416     0.005
    50 -0.66338439D+04    0.0085479    0.0000013     65.520   326.498    EM
                                                    102.583     0.898
                                                      4.496     0.005
    51 -0.66338361D+04    0.0078118    0.0000012     65.067   326.477    EM
                                                    102.970     0.907
                                                      4.574     0.005
    52 -0.66338289D+04    0.0071531    0.0000011     64.635   326.456    EM
                                                    103.339     0.916
                                                      4.649     0.005
    53 -0.66338224D+04    0.0065630    0.0000010     64.221   326.436    EM
                                                    103.690     0.926
                                                      4.722     0.005
    54 -0.66338164D+04    0.0060333    0.0000009     63.826   326.416    EM
                                                    104.024     0.936
                                                      4.793     0.005
    55 -0.66338108D+04    0.0055572    0.0000008     63.448   326.397    EM
                                                    104.343     0.947
                                                      4.862     0.004
    56 -0.66338057D+04    0.0051288    0.0000008     63.087   326.377    EM
                                                    104.646     0.957
                                                      4.928     0.004
    57 -0.66338009D+04    0.0047428    0.0000007     62.740   326.358    EM
                                                    104.936     0.968
                                                      4.993     0.004
    58 -0.66297689D+04    4.0320426    0.0006078      8.742   184.528    QN
                                                    122.236    64.761
                                                     39.996    79.737
    59 -0.66260012D+04    3.7676890    0.0005683      8.283   180.742    EM
                                                    124.125    66.181
                                                     39.665    81.003
    60 -0.66242284D+04    1.7727816    0.0002675      7.926   176.438    EM
                                                    124.878    68.426
                                                     40.043    82.290
    61 -0.66225994D+04    1.6289671    0.0002459      7.624   171.533    EM
                                                    125.141    71.184
                                                     40.662    83.857
    62 -0.66210194D+04    1.5800662    0.0002386      7.370   166.090    EM
                                                    125.168    74.262
                                                     41.333    85.778
    63 -0.66194930D+04    1.5264040    0.0002305      7.166   160.221    EM
                                                    125.064    77.543
                                                     41.973    88.034
    64 -0.66180400D+04    1.4529417    0.0002195      7.015   154.083    EM
                                                    124.877    80.927
                                                     42.544    90.554
    65 -0.66166869D+04    1.3531065    0.0002045      6.921   147.862    EM
                                                    124.633    84.313
                                                     43.027    93.244
    66 -0.66154642D+04    1.2227463    0.0001848      6.884   141.752    EM
                                                    124.349    87.597
                                                     43.413    96.004
    67 -0.66144000D+04    1.0641934    0.0001609      6.903   135.928    EM
                                                    124.038    90.686
                                                     43.702    98.743
    68 -0.66135118D+04    0.8881896    0.0001343      6.974   130.528    EM
                                                    123.711    93.502
                                                     43.898   101.387
    69 -0.66128008D+04    0.7109669    0.0001075      7.093   125.639    EM
                                                    123.374    95.995
                                                     44.012   103.887
    70 -0.66067434D+04    6.0574022    0.0009160     47.435   131.649    QN
                                                     86.141    60.279
                                                     36.339   138.157
    71 -0.66067153D+04    0.0281000    0.0000043     47.380   131.799    EM
                                                     86.159    60.181
                                                     36.361   138.120
    72 -0.66067112D+04    0.0041258    0.0000006     47.336   131.909    EM
                                                     86.169    60.105
                                                     36.384   138.096
    73 -0.66067095D+04    0.0016743    0.0000003     47.304   131.986    EM
                                                     86.172    60.045
                                                     36.408   138.084
    74 -0.66067087D+04    0.0008584    0.0000001     47.284   132.040    EM
                                                     86.169    59.997
                                                     36.430   138.080
    75 -0.66067082D+04    0.0005143    0.0000001     47.271   132.078    EM
                                                     86.162    59.958
                                                     36.450   138.081
    76 -0.66067078D+04    0.0003405    0.0000001     47.264   132.105    EM
                                                     86.154    59.925
                                                     36.467   138.085
    77 -0.66067076D+04    0.0002400    0.0000000     47.262   132.124    EM
                                                     86.144    59.898
                                                     36.482   138.091
    78 -0.66067074D+04    0.0001758    0.0000000     47.262   132.138    EM
                                                     86.135    59.873
                                                     36.494   138.098
    79 -0.66067073D+04    0.0001318    0.0000000     47.264   132.149    EM
                                                     86.125    59.852
                                                     36.505   138.105
    80 -0.66067072D+04    0.0001004    0.0000000     47.267   132.157    EM
                                                     86.115    59.833
                                                     36.515   138.113
    81 -0.66067071D+04    0.0000773    0.0000000     47.270   132.164    EM
                                                     86.106    59.816
                                                     36.523   138.120
    82 -0.66067070D+04    0.0000600    0.0000000     47.274   132.170    EM
                                                     86.098    59.801
                                                     36.530   138.127
    83 -0.66067070D+04    0.0000469    0.0000000     47.279   132.175    EM
                                                     86.090    59.787
                                                     36.536   138.133
    84 -0.66067069D+04    0.0000370    0.0000000     47.283   132.179    EM
                                                     86.083    59.774
                                                     36.541   138.140
    85 -0.66067069D+04    0.0000292    0.0000000     47.287   132.183    EM
                                                     86.076    59.763
                                                     36.545   138.146
    86 -0.66067069D+04    0.0000232    0.0000000     47.291   132.187    EM
                                                     86.070    59.752
                                                     36.549   138.151
    87 -0.66067069D+04    0.0000186    0.0000000     47.295   132.190    EM
                                                     86.064    59.742
                                                     36.552   138.157
    88 -0.66067069D+04    0.0000149    0.0000000     47.299   132.193    EM
                                                     86.059    59.733
                                                     36.555   138.162
    89 -0.66067068D+04    0.0000121    0.0000000     47.302   132.196    EM
                                                     86.054    59.725
                                                     36.557   138.166
    90 -0.66067068D+04    0.0000098    0.0000000     47.305   132.198    EM
                                                     86.049    59.717
                                                     36.559   138.170
    91 -0.66067068D+04    0.0000410    0.0000000     47.361   132.234    FS
                                                     85.985    59.620
                                                     36.575   138.225
    92 -0.66067068D+04    0.0000046    0.0000000     47.343   132.223    FS
                                                     86.005    59.640
                                                     36.570   138.219
    93 -0.66067068D+04    0.0000013    0.0000000     47.361   132.240    FS
                                                     85.987    59.616
                                                     36.570   138.226
    94 -0.66067068D+04    0.0000006    0.0000000     47.351   132.229    FS
                                                     85.999    59.629
                                                     36.569   138.223
    95 -0.66067068D+04    0.0000003    0.0000000     47.360   132.239    FS
                                                     85.988    59.617
                                                     36.569   138.227
    96 -0.66067068D+04    0.0000002    0.0000000     47.353   132.231    FS
                                                     85.996    59.625
                                                     36.569   138.224
    97 -0.66067068D+04    0.0000001    0.0000000     47.359   132.238    FS
                                                     85.989    59.619
                                                     36.569   138.227
    98 -0.66067068D+04    0.0000000    0.0000000     47.355   132.233    FS
                                                     85.995    59.623
                                                     36.569   138.225
    99 -0.66067068D+04    0.0000006    0.0000000     47.355   132.233    EM
                                                     85.995    59.623
                                                     36.569   138.225
   100 -0.66067068D+04    0.0000001    0.0000000     47.355   132.234    EM
                                                     85.994    59.623
                                                     36.568   138.225
   101 -0.66067068D+04    0.0000000    0.0000000     47.356   132.234    EM
                                                     85.994    59.623
                                                     36.568   138.225
   102 -0.66067068D+04    0.0000000    0.0000000     47.356   132.234    EM
                                                     85.994    59.623
                                                     36.568   138.225
   103 -0.66067068D+04    0.0000000    0.0000000     47.356   132.234    EM
                                                     85.994    59.622
                                                     36.568   138.225
   104 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.994    59.622
                                                     36.568   138.225
   105 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.622
                                                     36.568   138.225
   106 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.622
                                                     36.569   138.225
   107 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.622
                                                     36.569   138.225
   108 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.622
                                                     36.569   138.225
   109 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.622
                                                     36.569   138.225
   110 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.622
                                                     36.569   138.225
   111 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.622
                                                     36.569   138.225
   112 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.622
                                                     36.569   138.225
   113 -0.66067068D+04    0.0000000    0.0000000     47.356   132.235    EM
                                                     85.993    59.622
                                                     36.569   138.225


     Beginning Time:  14:51:27
        Ending Time:  14:51:29
       Elapsed Time:  00:00:02



MUTHEN & MUTHEN
3463 Stoner Ave.
Los Angeles, CA  90066

Tel: (310) 391-9971
Fax: (310) 391-8971
Web: www.StatModel.com
Support: Support@StatModel.com

Copyright (c) 1998-2014 Muthen & Muthen

Back to examples