Mplus VERSION 8.8
MUTHEN & MUTHEN
04/19/2022  10:57 PM

INPUT INSTRUCTIONS

  TITLE:	this is an example of a two-level LTA with a covariate
          and a between-level categorical latent variable
  DATA:	FILE = ex10.13.dat;
  VARIABLE:	NAMES ARE u11-u14 u21-u24 x w dumb dum1 dum2 clus;
  	USEVARIABLES = u11-w;
  	CATEGORICAL = u11-u14 u21-u24;
  	CLASSES = cb(2) c1(2) c2(2);
  	WITHIN = x;
  	BETWEEN = cb w;
  	CLUSTER = clus;
  ANALYSIS:	TYPE = TWOLEVEL MIXTURE;
  	PROCESSORS = 2;
  MODEL:
  	%WITHIN%
  	%OVERALL%
  	c2 ON c1 x;
  	c1 ON x;
  	%BETWEEN%
  	%OVERALL%
  	c1#1 ON cb;
  	c2#1 ON cb;
  	cb ON w;
  MODEL cb:
  	%WITHIN%
          %cb#1%
  	c2 ON c1;
  MODEL c1:
  	%BETWEEN%
  	%c1#1%
  	[u11$1-u14$1] (1-4);
  	%c1#2%
  	[u11$1-u14$1] (5-8);
  MODEL c2:
  	%BETWEEN%
  	%c2#1%
  	[u21$1-u24$1] (1-4);
  	%c2#2%
  	[u21$1-u24$1] (5-8);
  OUTPUT:	TECH1 TECH8;




*** WARNING
  One or more individual-level variables have no variation within a
  cluster for the following clusters.

     Variable   Cluster IDs with no within-cluster variation

      U14         95

   1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS



this is an example of a two-level LTA with a covariate
and a between-level categorical latent variable

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        4000

Number of dependent variables                                    8
Number of independent variables                                  2
Number of continuous latent variables                            0
Number of categorical latent variables                           3

Observed dependent variables

  Binary and ordered categorical (ordinal)
   U11         U12         U13         U14         U21         U22
   U23         U24

Observed independent variables
   X           W

Categorical latent variables
   CB          C1          C2

Variables with special functions

  Cluster variable      CLUS

  Within variables
   X

  Between variables
   W


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

Input data file(s)
  ex10.13.dat
Input data format  FREE


SUMMARY OF DATA

     Number of clusters                        200



UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    U11
      Category 1    0.564         2255.000
      Category 2    0.436         1745.000
    U12
      Category 1    0.558         2233.000
      Category 2    0.442         1767.000
    U13
      Category 1    0.564         2255.000
      Category 2    0.436         1745.000
    U14
      Category 1    0.575         2300.000
      Category 2    0.425         1700.000
    U21
      Category 1    0.550         2202.000
      Category 2    0.450         1798.000
    U22
      Category 1    0.547         2188.000
      Category 2    0.453         1812.000
    U23
      Category 1    0.561         2246.000
      Category 2    0.439         1754.000
    U24
      Category 1    0.560         2240.000
      Category 2    0.440         1760.000



UNIVARIATE SAMPLE STATISTICS


     UNIVARIATE HIGHER-ORDER MOMENT DESCRIPTIVE STATISTICS

         Variable/         Mean/     Skewness/   Minimum/ % with                Percentiles
        Sample Size      Variance    Kurtosis    Maximum  Min/Max      20%/60%    40%/80%    Median

     X                    -0.011      -0.039      -4.026    0.03%      -0.872     -0.259     -0.009
            4000.000       0.985      -0.031       3.516    0.03%       0.266      0.857
     W                    -0.009       0.003      -3.066    0.50%      -0.836     -0.321     -0.015
             200.000       1.057       0.285       3.089    0.50%       0.229      0.839

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:

          -20716.373  68985            17
          -20716.373  608496           4
          -20716.376  533738           11
          -20716.376  93468            3



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                       18

Loglikelihood

          H0 Value                      -20716.373
          H0 Scaling Correction Factor      0.9493
            for MLR

Information Criteria

          Akaike (AIC)                   41468.745
          Bayesian (BIC)                 41582.038
          Sample-Size Adjusted BIC       41524.842
            (n* = (n + 2) / 24)



MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER

   CB  C1  C2


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

  Latent Class
    Pattern

    1  1  1         96.35227          0.02409
    1  1  2         84.67705          0.02117
    1  2  1        254.86153          0.06372
    1  2  2       1164.17492          0.29104
    2  1  1        650.28913          0.16257
    2  1  2        528.95585          0.13224
    2  2  1        483.50719          0.12088
    2  2  2        737.18206          0.18430


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

  Latent Class
    Variable    Class

    CB             1      1600.06580          0.40002
                   2      2399.93433          0.59998
    C1             1      1360.27429          0.34007
                   2      2639.72583          0.65993
    C2             1      1485.01013          0.37125
                   2      2514.98975          0.62875


FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN

Class Counts and Proportions

  Latent Class
    Pattern

    1  1  1               88          0.02200
    1  1  2               53          0.01325
    1  2  1              245          0.06125
    1  2  2             1234          0.30850
    2  1  1              671          0.16775
    2  1  2              467          0.11675
    2  2  1              450          0.11250
    2  2  2              792          0.19800


FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN

  Latent Class
    Variable    Class

    CB             1            1620          0.40500
                   2            2380          0.59500
    C1             1            1279          0.31975
                   2            2721          0.68025
    C2             1            1454          0.36350
                   2            2546          0.63650


CLASSIFICATION QUALITY

     Entropy                         0.687


MODEL RESULTS

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

Within Level

Between Level

Latent Class Pattern 1 1 1

 Thresholds
    U11$1             -1.032      0.065    -15.964      0.000
    U12$1             -1.033      0.063    -16.355      0.000
    U13$1             -1.055      0.068    -15.505      0.000
    U14$1             -1.050      0.066    -15.834      0.000
    U21$1             -1.032      0.065    -15.964      0.000
    U22$1             -1.033      0.063    -16.355      0.000
    U23$1             -1.055      0.068    -15.505      0.000
    U24$1             -1.050      0.066    -15.834      0.000

Latent Class Pattern 1 1 2

 Thresholds
    U11$1             -1.032      0.065    -15.964      0.000
    U12$1             -1.033      0.063    -16.355      0.000
    U13$1             -1.055      0.068    -15.505      0.000
    U14$1             -1.050      0.066    -15.834      0.000
    U21$1              0.943      0.037     25.453      0.000
    U22$1              0.909      0.040     22.453      0.000
    U23$1              0.998      0.042     23.842      0.000
    U24$1              1.034      0.042     24.615      0.000

Latent Class Pattern 1 2 1

 Thresholds
    U11$1              0.943      0.037     25.453      0.000
    U12$1              0.909      0.040     22.453      0.000
    U13$1              0.998      0.042     23.842      0.000
    U14$1              1.034      0.042     24.615      0.000
    U21$1             -1.032      0.065    -15.964      0.000
    U22$1             -1.033      0.063    -16.355      0.000
    U23$1             -1.055      0.068    -15.505      0.000
    U24$1             -1.050      0.066    -15.834      0.000

Latent Class Pattern 1 2 2

 Thresholds
    U11$1              0.943      0.037     25.453      0.000
    U12$1              0.909      0.040     22.453      0.000
    U13$1              0.998      0.042     23.842      0.000
    U14$1              1.034      0.042     24.615      0.000
    U21$1              0.943      0.037     25.453      0.000
    U22$1              0.909      0.040     22.453      0.000
    U23$1              0.998      0.042     23.842      0.000
    U24$1              1.034      0.042     24.615      0.000

Latent Class Pattern 2 1 1

 Thresholds
    U11$1             -1.032      0.065    -15.964      0.000
    U12$1             -1.033      0.063    -16.355      0.000
    U13$1             -1.055      0.068    -15.505      0.000
    U14$1             -1.050      0.066    -15.834      0.000
    U21$1             -1.032      0.065    -15.964      0.000
    U22$1             -1.033      0.063    -16.355      0.000
    U23$1             -1.055      0.068    -15.505      0.000
    U24$1             -1.050      0.066    -15.834      0.000

Latent Class Pattern 2 1 2

 Thresholds
    U11$1             -1.032      0.065    -15.964      0.000
    U12$1             -1.033      0.063    -16.355      0.000
    U13$1             -1.055      0.068    -15.505      0.000
    U14$1             -1.050      0.066    -15.834      0.000
    U21$1              0.943      0.037     25.453      0.000
    U22$1              0.909      0.040     22.453      0.000
    U23$1              0.998      0.042     23.842      0.000
    U24$1              1.034      0.042     24.615      0.000

Latent Class Pattern 2 2 1

 Thresholds
    U11$1              0.943      0.037     25.453      0.000
    U12$1              0.909      0.040     22.453      0.000
    U13$1              0.998      0.042     23.842      0.000
    U14$1              1.034      0.042     24.615      0.000
    U21$1             -1.032      0.065    -15.964      0.000
    U22$1             -1.033      0.063    -16.355      0.000
    U23$1             -1.055      0.068    -15.505      0.000
    U24$1             -1.050      0.066    -15.834      0.000

Latent Class Pattern 2 2 2

 Thresholds
    U11$1              0.943      0.037     25.453      0.000
    U12$1              0.909      0.040     22.453      0.000
    U13$1              0.998      0.042     23.842      0.000
    U14$1              1.034      0.042     24.615      0.000
    U21$1              0.943      0.037     25.453      0.000
    U22$1              0.909      0.040     22.453      0.000
    U23$1              0.998      0.042     23.842      0.000
    U24$1              1.034      0.042     24.615      0.000

Categorical Latent Variables

Within Level

 C2#1     ON
    C1#1               0.153      0.156      0.985      0.325

 C2#1       ON
    X                 -1.047      0.067    -15.730      0.000

 C1#1       ON
    X                 -0.627      0.053    -11.848      0.000

 Intercepts
    C1#1              -0.041      0.071     -0.570      0.568
    C2#1              -0.216      0.110     -1.965      0.049

Latent Class CB#1

 C2#1     ON
    C1#1               1.223      0.392      3.123      0.002

Between Level

 C1#1       ON
    CB#1              -2.176      0.145    -15.027      0.000

 C2#1       ON
    CB#1              -1.557      0.161     -9.650      0.000

 CB#1       ON
    W                  0.942      0.191      4.933      0.000

 Intercepts
    CB#1              -0.474      0.178     -2.668      0.008


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.330E-02
       (ratio of smallest to largest eigenvalue)


C-SPECIFIC CLASSIFICATION RESULTS

Classification Quality for CB

     Entropy                         0.864

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

           1        2

    1   0.952    0.048
    2   0.024    0.976


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

           1        2

    1   0.964    0.036
    2   0.033    0.967


Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)

              1        2

    1      3.277    0.000
    2     -3.392    0.000

Classification Quality for C1

     Entropy                         0.593

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

           1        2

    1   0.843    0.157
    2   0.104    0.896


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

           1        2

    1   0.792    0.208
    2   0.076    0.924


Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)

              1        2

    1      1.339    0.000
    2     -2.495    0.000

Classification Quality for C2

     Entropy                         0.591

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

           1        2

    1   0.846    0.154
    2   0.100    0.900


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

           1        2

    1   0.828    0.172
    2   0.089    0.911


Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)

              1        2

    1      1.572    0.000
    2     -2.324    0.000


RESULTS IN PROBABILITY SCALE

                    Estimate

Within Level

Between Level

Latent Class Pattern 1 1 1

 U11
    Category 1         0.263
    Category 2         0.737
 U12
    Category 1         0.263
    Category 2         0.737
 U13
    Category 1         0.258
    Category 2         0.742
 U14
    Category 1         0.259
    Category 2         0.741
 U21
    Category 1         0.263
    Category 2         0.737
 U22
    Category 1         0.263
    Category 2         0.737
 U23
    Category 1         0.258
    Category 2         0.742
 U24
    Category 1         0.259
    Category 2         0.741

Latent Class Pattern 1 1 2

 U11
    Category 1         0.263
    Category 2         0.737
 U12
    Category 1         0.263
    Category 2         0.737
 U13
    Category 1         0.258
    Category 2         0.742
 U14
    Category 1         0.259
    Category 2         0.741
 U21
    Category 1         0.720
    Category 2         0.280
 U22
    Category 1         0.713
    Category 2         0.287
 U23
    Category 1         0.731
    Category 2         0.269
 U24
    Category 1         0.738
    Category 2         0.262

Latent Class Pattern 1 2 1

 U11
    Category 1         0.720
    Category 2         0.280
 U12
    Category 1         0.713
    Category 2         0.287
 U13
    Category 1         0.731
    Category 2         0.269
 U14
    Category 1         0.738
    Category 2         0.262
 U21
    Category 1         0.263
    Category 2         0.737
 U22
    Category 1         0.263
    Category 2         0.737
 U23
    Category 1         0.258
    Category 2         0.742
 U24
    Category 1         0.259
    Category 2         0.741

Latent Class Pattern 1 2 2

 U11
    Category 1         0.720
    Category 2         0.280
 U12
    Category 1         0.713
    Category 2         0.287
 U13
    Category 1         0.731
    Category 2         0.269
 U14
    Category 1         0.738
    Category 2         0.262
 U21
    Category 1         0.720
    Category 2         0.280
 U22
    Category 1         0.713
    Category 2         0.287
 U23
    Category 1         0.731
    Category 2         0.269
 U24
    Category 1         0.738
    Category 2         0.262

Latent Class Pattern 2 1 1

 U11
    Category 1         0.263
    Category 2         0.737
 U12
    Category 1         0.263
    Category 2         0.737
 U13
    Category 1         0.258
    Category 2         0.742
 U14
    Category 1         0.259
    Category 2         0.741
 U21
    Category 1         0.263
    Category 2         0.737
 U22
    Category 1         0.263
    Category 2         0.737
 U23
    Category 1         0.258
    Category 2         0.742
 U24
    Category 1         0.259
    Category 2         0.741

Latent Class Pattern 2 1 2

 U11
    Category 1         0.263
    Category 2         0.737
 U12
    Category 1         0.263
    Category 2         0.737
 U13
    Category 1         0.258
    Category 2         0.742
 U14
    Category 1         0.259
    Category 2         0.741
 U21
    Category 1         0.720
    Category 2         0.280
 U22
    Category 1         0.713
    Category 2         0.287
 U23
    Category 1         0.731
    Category 2         0.269
 U24
    Category 1         0.738
    Category 2         0.262

Latent Class Pattern 2 2 1

 U11
    Category 1         0.720
    Category 2         0.280
 U12
    Category 1         0.713
    Category 2         0.287
 U13
    Category 1         0.731
    Category 2         0.269
 U14
    Category 1         0.738
    Category 2         0.262
 U21
    Category 1         0.263
    Category 2         0.737
 U22
    Category 1         0.263
    Category 2         0.737
 U23
    Category 1         0.258
    Category 2         0.742
 U24
    Category 1         0.259
    Category 2         0.741

Latent Class Pattern 2 2 2

 U11
    Category 1         0.720
    Category 2         0.280
 U12
    Category 1         0.713
    Category 2         0.287
 U13
    Category 1         0.731
    Category 2         0.269
 U14
    Category 1         0.738
    Category 2         0.262
 U21
    Category 1         0.720
    Category 2         0.280
 U22
    Category 1         0.713
    Category 2         0.287
 U23
    Category 1         0.731
    Category 2         0.269
 U24
    Category 1         0.738
    Category 2         0.262


LOGISTIC REGRESSION ODDS RATIO RESULTS

                                                95% C.I.
                    Estimate       S.E.  Lower 2.5% Upper 2.5%

Categorical Latent Variables

Within Level

 C2#1     ON
    X                  0.351      0.023      0.308      0.400

 C1#1     ON
    X                  0.534      0.028      0.482      0.593

Between Level


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U12                0             0             0             0             0
 U13                0             0             0             0             0
 U14                0             0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22                0
 U23                0             0
 U24                0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 C1#1               0             0             0             0             0
 C2#1               0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0
 C1#1               0             0
 C2#1               0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1 2


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U12                0             0             0             0             0
 U13                0             0             0             0             0
 U14                0             0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22                0
 U23                0             0
 U24                0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 C1#1               0             0             0             0             0
 C2#1               0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0
 C1#1               0             0
 C2#1               0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U12                0             0             0             0             0
 U13                0             0             0             0             0
 U14                0             0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22                0
 U23                0             0
 U24                0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 C1#1               0             0             0             0             0
 C2#1               0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0
 C1#1               0             0
 C2#1               0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2 2


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U12                0             0             0             0             0
 U13                0             0             0             0             0
 U14                0             0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22                0
 U23                0             0
 U24                0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 C1#1               0             0             0             0             0
 C2#1               0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0
 C1#1               0             0
 C2#1               0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U12                0             0             0             0             0
 U13                0             0             0             0             0
 U14                0             0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22                0
 U23                0             0
 U24                0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 C1#1               0             0             0             0             0
 C2#1               0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0
 C1#1               0             0
 C2#1               0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1 2


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U12                0             0             0             0             0
 U13                0             0             0             0             0
 U14                0             0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22                0
 U23                0             0
 U24                0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 C1#1               0             0             0             0             0
 C2#1               0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0
 C1#1               0             0
 C2#1               0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U12                0             0             0             0             0
 U13                0             0             0             0             0
 U14                0             0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22                0
 U23                0             0
 U24                0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 C1#1               0             0             0             0             0
 C2#1               0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0
 C1#1               0             0
 C2#1               0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2 2


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U12                0             0             0             0             0
 U13                0             0             0             0             0
 U14                0             0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22                0
 U23                0             0
 U24                0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 C1#1               0             0             0             0             0
 C2#1               0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0
 C1#1               0             0
 C2#1               0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U12                0             0             0             0             0
 U13                0             0             0             0             0
 U14                0             0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22                0
 U23                0             0
 U24                0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 C1#1               0             0             0             0             0
 C2#1               0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0
 C1#1               0             0
 C2#1               0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1 2


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U12                0             0             0             0             0
 U13                0             0             0             0             0
 U14                0             0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22                0
 U23                0             0
 U24                0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 C1#1               0             0             0             0             0
 C2#1               0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0
 C1#1               0             0
 C2#1               0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U12                0             0             0             0             0
 U13                0             0             0             0             0
 U14                0             0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22                0
 U23                0             0
 U24                0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 C1#1               0             0             0             0             0
 C2#1               0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0
 C1#1               0             0
 C2#1               0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2 2


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U12                0             0             0             0             0
 U13                0             0             0             0             0
 U14                0             0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22                0
 U23                0             0
 U24                0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 C1#1               0             0             0             0             0
 C2#1               0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0
 C1#1               0             0
 C2#1               0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U12                0             0             0             0             0
 U13                0             0             0             0             0
 U14                0             0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22                0
 U23                0             0
 U24                0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 C1#1               0             0             0             0             0
 C2#1               0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0
 C1#1               0             0
 C2#1               0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1 2


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U12                0             0             0             0             0
 U13                0             0             0             0             0
 U14                0             0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22                0
 U23                0             0
 U24                0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 C1#1               0             0             0             0             0
 C2#1               0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0
 C1#1               0             0
 C2#1               0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U12                0             0             0             0             0
 U13                0             0             0             0             0
 U14                0             0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22                0
 U23                0             0
 U24                0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 C1#1               0             0             0             0             0
 C2#1               0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0
 C1#1               0             0
 C2#1               0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2 2


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11                0             0             0             0             0
 U12                0             0             0             0             0
 U13                0             0             0             0             0
 U14                0             0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11                0
 U12                0             0
 U13                0             0             0
 U14                0             0             0             0
 U21                0             0             0             0             0
 U22                0             0             0             0             0
 U23                0             0             0             0             0
 U24                0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22                0
 U23                0             0
 U24                0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 C1#1               0             0             0             0             0
 C2#1               0             0             0             0             0
 X                  0             0             0             0             0
 W                  0             0             0             0             0


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0
 C1#1               0             0
 C2#1               0             0             0
 X                  0             0             0             0
 W                  0             0             0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                    0             0             0


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                    0             0             0


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                    0             0             0


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                    0             0             0


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                    0             0             0


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                    0             0             0


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                    0             0             0


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    0             0             0             0             0


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                    0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART (BETWEEN)


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    1             2             3             4             1


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                    2             3             4


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                    6             7             8


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    5             6             7             8             1


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                    2             3             4


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    5             6             7             8             5


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                    6             7             8


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    1             2             3             4             1


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                    2             3             4


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                    6             7             8


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    5             6             7             8             1


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                    2             3             4


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    5             6             7             8             5


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                    6             7             8


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)


           ALPHA(C)
              CB#1          CB#2          C1#1          C1#2          C2#1
              ________      ________      ________      ________      ________
                    0             0            10             0            11


           ALPHA(C)
              C2#2
              ________
                    0


           GAMMA(C)
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0             0
 CB#2               0             0             0             0             0
 C1#1               0             0             0            13             0
 C1#2               0             0             0             0             0
 C2#1               0             0             0            14             0
 C2#2               0             0             0             0             0


           BETA(C)
              C1#1          C1#2
              ________      ________
 C2#1              17             0
 C2#2               0             0


           BETA(CC) FOR CB#1
              C1#1          C1#2
              ________      ________
 C2#1              18             0
 C2#2               0             0


           BETA(CC) FOR CB#2
              C1#1          C1#2
              ________      ________
 C2#1               0             0
 C2#2               0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART (BETWEEN)


           ALPHA(C)
              CB#1          CB#2          C1#1          C1#2          C2#1
              ________      ________      ________      ________      ________
                    9             0             0             0             0


           ALPHA(C)
              C2#2
              ________
                    0


           GAMMA(C)
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1               0             0             0             0            12
 CB#2               0             0             0             0             0
 C1#1               0             0             0             0             0
 C1#2               0             0             0             0             0
 C2#1               0             0             0             0             0
 C2#2               0             0             0             0             0


           BETA(C)
              CB#1          CB#2
              ________      ________
 C1#1              15             0
 C1#2               0             0


           BETA(C)
              CB#1          CB#2
              ________      ________
 C2#1              16             0
 C2#2               0             0


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11            1.000
 U12            0.000         1.000
 U13            0.000         0.000         1.000
 U14            0.000         0.000         0.000         1.000
 U21            0.000         0.000         0.000         0.000         1.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22            1.000
 U23            0.000         1.000
 U24            0.000         0.000         1.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000
 C1#1           0.000         0.000
 C2#1           0.000         0.000         0.000
 X              0.000         0.000         0.000         0.493
 W              0.000         0.000         0.000         0.000         0.000


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1 2


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11            1.000
 U12            0.000         1.000
 U13            0.000         0.000         1.000
 U14            0.000         0.000         0.000         1.000
 U21            0.000         0.000         0.000         0.000         1.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22            1.000
 U23            0.000         1.000
 U24            0.000         0.000         1.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000
 C1#1           0.000         0.000
 C2#1           0.000         0.000         0.000
 X              0.000         0.000         0.000         0.493
 W              0.000         0.000         0.000         0.000         0.000


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11            1.000
 U12            0.000         1.000
 U13            0.000         0.000         1.000
 U14            0.000         0.000         0.000         1.000
 U21            0.000         0.000         0.000         0.000         1.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22            1.000
 U23            0.000         1.000
 U24            0.000         0.000         1.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000
 C1#1           0.000         0.000
 C2#1           0.000         0.000         0.000
 X              0.000         0.000         0.000         0.493
 W              0.000         0.000         0.000         0.000         0.000


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2 2


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11            1.000
 U12            0.000         1.000
 U13            0.000         0.000         1.000
 U14            0.000         0.000         0.000         1.000
 U21            0.000         0.000         0.000         0.000         1.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22            1.000
 U23            0.000         1.000
 U24            0.000         0.000         1.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000
 C1#1           0.000         0.000
 C2#1           0.000         0.000         0.000
 X              0.000         0.000         0.000         0.493
 W              0.000         0.000         0.000         0.000         0.000


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11            1.000
 U12            0.000         1.000
 U13            0.000         0.000         1.000
 U14            0.000         0.000         0.000         1.000
 U21            0.000         0.000         0.000         0.000         1.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22            1.000
 U23            0.000         1.000
 U24            0.000         0.000         1.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000
 C1#1           0.000         0.000
 C2#1           0.000         0.000         0.000
 X              0.000         0.000         0.000         0.493
 W              0.000         0.000         0.000         0.000         0.000


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1 2


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11            1.000
 U12            0.000         1.000
 U13            0.000         0.000         1.000
 U14            0.000         0.000         0.000         1.000
 U21            0.000         0.000         0.000         0.000         1.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22            1.000
 U23            0.000         1.000
 U24            0.000         0.000         1.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000
 C1#1           0.000         0.000
 C2#1           0.000         0.000         0.000
 X              0.000         0.000         0.000         0.493
 W              0.000         0.000         0.000         0.000         0.000


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11            1.000
 U12            0.000         1.000
 U13            0.000         0.000         1.000
 U14            0.000         0.000         0.000         1.000
 U21            0.000         0.000         0.000         0.000         1.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22            1.000
 U23            0.000         1.000
 U24            0.000         0.000         1.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000
 C1#1           0.000         0.000
 C2#1           0.000         0.000         0.000
 X              0.000         0.000         0.000         0.493
 W              0.000         0.000         0.000         0.000         0.000


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2 2


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11            1.000
 U12            0.000         1.000
 U13            0.000         0.000         1.000
 U14            0.000         0.000         0.000         1.000
 U21            0.000         0.000         0.000         0.000         1.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22            1.000
 U23            0.000         1.000
 U24            0.000         0.000         1.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000
 C1#1           0.000         0.000
 C2#1           0.000         0.000         0.000
 X              0.000         0.000         0.000         0.493
 W              0.000         0.000         0.000         0.000         0.000


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11            0.000
 U12            0.000         0.000
 U13            0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22            0.000
 U23            0.000         0.000
 U24            0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000
 C1#1           0.000         0.000
 C2#1           0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.529


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1 2


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11            0.000
 U12            0.000         0.000
 U13            0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22            0.000
 U23            0.000         0.000
 U24            0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000
 C1#1           0.000         0.000
 C2#1           0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.529


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11            0.000
 U12            0.000         0.000
 U13            0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22            0.000
 U23            0.000         0.000
 U24            0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000
 C1#1           0.000         0.000
 C2#1           0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.529


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2 2


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11            0.000
 U12            0.000         0.000
 U13            0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22            0.000
 U23            0.000         0.000
 U24            0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000
 C1#1           0.000         0.000
 C2#1           0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.529


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11            0.000
 U12            0.000         0.000
 U13            0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22            0.000
 U23            0.000         0.000
 U24            0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000
 C1#1           0.000         0.000
 C2#1           0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.529


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1 2


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11            0.000
 U12            0.000         0.000
 U13            0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22            0.000
 U23            0.000         0.000
 U24            0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000
 C1#1           0.000         0.000
 C2#1           0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.529


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11            0.000
 U12            0.000         0.000
 U13            0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22            0.000
 U23            0.000         0.000
 U24            0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000
 C1#1           0.000         0.000
 C2#1           0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.529


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2 2


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           LAMBDA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         1.000         0.000
 W              0.000         0.000         0.000         0.000         1.000


           THETA
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 U11            0.000
 U12            0.000         0.000
 U13            0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           THETA
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 U22            0.000
 U23            0.000         0.000
 U24            0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           ALPHA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           BETA
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.000


           PSI
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000
 C1#1           0.000         0.000
 C2#1           0.000         0.000         0.000
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000         0.529


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                0.000         0.000         0.000         0.000         0.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                0.000         0.000         0.000


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART (BETWEEN)


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
               -0.270        -0.289        -0.248        -0.228        -0.270


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U22$1         U23$1         U24$1
              ________      ________      ________
               -0.289        -0.248        -0.228


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
               -0.270        -0.289        -0.248        -0.228         0.730


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                0.711         0.752         0.772


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                0.730         0.711         0.752         0.772        -0.270


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U22$1         U23$1         U24$1
              ________      ________      ________
               -0.289        -0.248        -0.228


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                0.730         0.711         0.752         0.772         0.730


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                0.711         0.752         0.772


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
               -0.270        -0.289        -0.248        -0.228        -0.270


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U22$1         U23$1         U24$1
              ________      ________      ________
               -0.289        -0.248        -0.228


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
               -0.270        -0.289        -0.248        -0.228         0.730


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                0.711         0.752         0.772


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                0.730         0.711         0.752         0.772        -0.270


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U22$1         U23$1         U24$1
              ________      ________      ________
               -0.289        -0.248        -0.228


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                0.730         0.711         0.752         0.772         0.730


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                0.711         0.752         0.772


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)


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


           ALPHA(C)
              C2#2
              ________
                0.000


           GAMMA(C)
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 CB#2           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C1#2           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 C2#2           0.000         0.000         0.000         0.000         0.000


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


           BETA(CC) FOR CB#1
              C1#1          C1#2
              ________      ________
 C2#1           0.000         0.000
 C2#2           0.000         0.000


           BETA(CC) FOR CB#2
              C1#1          C1#2
              ________      ________
 C2#1           0.000         0.000
 C2#2           0.000         0.000


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (BETWEEN)


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


           ALPHA(C)
              C2#2
              ________
                0.000


           GAMMA(C)
              CB#1          C1#1          C2#1          X             W
              ________      ________      ________      ________      ________
 CB#1           0.000         0.000         0.000         0.000         0.000
 CB#2           0.000         0.000         0.000         0.000         0.000
 C1#1           0.000         0.000         0.000         0.000         0.000
 C1#2           0.000         0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         0.000         0.000         0.000
 C2#2           0.000         0.000         0.000         0.000         0.000


           BETA(C)
              CB#1          CB#2
              ________      ________
 C1#1           0.000         0.000
 C1#2           0.000         0.000


           BETA(C)
              CB#1          CB#2
              ________      ________
 C2#1           0.000         0.000
 C2#2           0.000         0.000


TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.21513325D+05    0.0000000    0.0000000  EM
              2 -0.21201693D+05  311.6327149    0.0144856  EM
              3 -0.21008535D+05  193.1574845    0.0091105  EM
              4 -0.20941630D+05   66.9048258    0.0031846  EM
              5 -0.20921926D+05   19.7041981    0.0009409  EM
              6 -0.20913287D+05    8.6393700    0.0004129  EM
              7 -0.20907466D+05    5.8210211    0.0002783  EM
              8 -0.20902841D+05    4.6245530    0.0002212  EM
              9 -0.20898993D+05    3.8478757    0.0001841  EM
             10 -0.20895746D+05    3.2474357    0.0001554  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.26649568D+05    0.0000000    0.0000000  EM
              2 -0.21344463D+05 5305.1051454    0.1990691  EM
              3 -0.21133369D+05  211.0933194    0.0098898  EM
              4 -0.21054005D+05   79.3642711    0.0037554  EM
              5 -0.20997837D+05   56.1681067    0.0026678  EM
              6 -0.20935233D+05   62.6041710    0.0029815  EM
              7 -0.20860156D+05   75.0766632    0.0035861  EM
              8 -0.20794215D+05   65.9411015    0.0031611  EM
              9 -0.20752835D+05   41.3796336    0.0019900  EM
             10 -0.20732041D+05   20.7943249    0.0010020  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.29676909D+05    0.0000000    0.0000000  EM
              2 -0.21466016D+05 8210.8930280    0.2766762  EM
              3 -0.21223982D+05  242.0336113    0.0112752  EM
              4 -0.21136296D+05   87.6861936    0.0041315  EM
              5 -0.21055432D+05   80.8644540    0.0038259  EM
              6 -0.20965005D+05   90.4270700    0.0042947  EM
              7 -0.20875975D+05   89.0292326    0.0042466  EM
              8 -0.20805820D+05   70.1553425    0.0033606  EM
              9 -0.20762586D+05   43.2338458    0.0020780  EM
             10 -0.20740872D+05   21.7137648    0.0010458  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.26526599D+05    0.0000000    0.0000000  EM
              2 -0.21631109D+05 4895.4902701    0.1845502  EM
              3 -0.21178223D+05  452.8859508    0.0209368  EM
              4 -0.20923513D+05  254.7099184    0.0120270  EM
              5 -0.20810898D+05  112.6146484    0.0053822  EM
              6 -0.20760967D+05   49.9311903    0.0023993  EM
              7 -0.20737196D+05   23.7711435    0.0011450  EM
              8 -0.20726088D+05   11.1074209    0.0005356  EM
              9 -0.20721187D+05    4.9010708    0.0002365  EM
             10 -0.20719031D+05    2.1564946    0.0001041  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.22947342D+05    0.0000000    0.0000000  EM
              2 -0.21112609D+05 1834.7331751    0.0799541  EM
              3 -0.20942800D+05  169.8088874    0.0080430  EM
              4 -0.20861897D+05   80.9032171    0.0038631  EM
              5 -0.20801887D+05   60.0101418    0.0028765  EM
              6 -0.20763775D+05   38.1121242    0.0018321  EM
              7 -0.20744576D+05   19.1988284    0.0009246  EM
              8 -0.20734892D+05    9.6834924    0.0004668  EM
              9 -0.20729578D+05    5.3139037    0.0002563  EM
             10 -0.20726321D+05    3.2576091    0.0001571  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.34529669D+05    0.0000000    0.0000000  EM
              2 -0.21480374D+05 ************    0.3779154  EM
              3 -0.21163423D+05  316.9509210    0.0147554  EM
              4 -0.20967565D+05  195.8576264    0.0092545  EM
              5 -0.20870216D+05   97.3490573    0.0046428  EM
              6 -0.20825495D+05   44.7211651    0.0021428  EM
              7 -0.20802206D+05   23.2889903    0.0011183  EM
              8 -0.20786792D+05   15.4137013    0.0007410  EM
              9 -0.20774874D+05   11.9182170    0.0005734  EM
             10 -0.20765043D+05    9.8306157    0.0004732  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.31472138D+05    0.0000000    0.0000000  EM
              2 -0.21753451D+05 9718.6869255    0.3088029  EM
              3 -0.21236763D+05  516.6889270    0.0237520  EM
              4 -0.21043794D+05  192.9687152    0.0090865  EM
              5 -0.20933127D+05  110.6666279    0.0052589  EM
              6 -0.20858096D+05   75.0310794    0.0035843  EM
              7 -0.20810944D+05   47.1524956    0.0022606  EM
              8 -0.20783119D+05   27.8245191    0.0013370  EM
              9 -0.20766327D+05   16.7922511    0.0008080  EM
             10 -0.20755366D+05   10.9610270    0.0005278  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.32916443D+05    0.0000000    0.0000000  EM
              2 -0.22005764D+05 ************    0.3314659  EM
              3 -0.21373470D+05  632.2938370    0.0287331  EM
              4 -0.21107713D+05  265.7575192    0.0124340  EM
              5 -0.20997051D+05  110.6620648    0.0052427  EM
              6 -0.20951742D+05   45.3089240    0.0021579  EM
              7 -0.20927652D+05   24.0891196    0.0011497  EM
              8 -0.20904194D+05   23.4584527    0.0011209  EM
              9 -0.20870474D+05   33.7195706    0.0016131  EM
             10 -0.20834696D+05   35.7782376    0.0017143  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.26710035D+05    0.0000000    0.0000000  EM
              2 -0.21332325D+05 5377.7098989    0.2013367  EM
              3 -0.21131831D+05  200.4943604    0.0093986  EM
              4 -0.21027885D+05  103.9453550    0.0049189  EM
              5 -0.20954189D+05   73.6966374    0.0035047  EM
              6 -0.20897297D+05   56.8918241    0.0027151  EM
              7 -0.20855202D+05   42.0948815    0.0020144  EM
              8 -0.20825787D+05   29.4151330    0.0014104  EM
              9 -0.20805204D+05   20.5826438    0.0009883  EM
             10 -0.20789944D+05   15.2605657    0.0007335  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.35367934D+05    0.0000000    0.0000000  EM
              2 -0.21277162D+05 ************    0.3984053  EM
              3 -0.21083084D+05  194.0776337    0.0091214  EM
              4 -0.20960726D+05  122.3583991    0.0058036  EM
              5 -0.20881806D+05   78.9199536    0.0037651  EM
              6 -0.20838524D+05   43.2816095    0.0020727  EM
              7 -0.20813533D+05   24.9912922    0.0011993  EM
              8 -0.20796610D+05   16.9233544    0.0008131  EM
              9 -0.20783540D+05   13.0698012    0.0006285  EM
             10 -0.20772722D+05   10.8175882    0.0005205  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.29491623D+05    0.0000000    0.0000000  EM
              2 -0.22293603D+05 7198.0202248    0.2440700  EM
              3 -0.22034128D+05  259.4750372    0.0116390  EM
              4 -0.21892346D+05  141.7815962    0.0064346  EM
              5 -0.21706844D+05  185.5024129    0.0084734  EM
              6 -0.21443736D+05  263.1079568    0.0121210  EM
              7 -0.21229342D+05  214.3936679    0.0099980  EM
              8 -0.21129659D+05   99.6833654    0.0046955  EM
              9 -0.21079044D+05   50.6149182    0.0023954  EM
             10 -0.21041573D+05   37.4701118    0.0017776  EM


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3




   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.26526599D+05    0.0000000    0.0000000  EM
              2 -0.21631109D+05 4895.4902701    0.1845502  EM
              3 -0.21178223D+05  452.8859508    0.0209368  EM
              4 -0.20923513D+05  254.7099184    0.0120270  EM
              5 -0.20810898D+05  112.6146484    0.0053822  EM
              6 -0.20760967D+05   49.9311903    0.0023993  EM
              7 -0.20737196D+05   23.7711435    0.0011450  EM
              8 -0.20726088D+05   11.1074209    0.0005356  EM
              9 -0.20721187D+05    4.9010708    0.0002365  EM
             10 -0.20719031D+05    2.1564946    0.0001041  EM
             11 -0.20718020D+05    1.0108495    0.0000488  EM
             12 -0.20717494D+05    0.5262518    0.0000254  EM
             13 -0.20717186D+05    0.3078298    0.0000149  EM
             14 -0.20716986D+05    0.1995376    0.0000096  EM
             15 -0.20716847D+05    0.1396237    0.0000067  EM
             16 -0.20716744D+05    0.1028050    0.0000050  EM
             17 -0.20716666D+05    0.0781472    0.0000038  EM
             18 -0.20716605D+05    0.0605705    0.0000029  EM
             19 -0.20716558D+05    0.0475066    0.0000023  EM
             20 -0.20716520D+05    0.0375328    0.0000018  EM
             21 -0.20716490D+05    0.0297881    0.0000014  EM
             22 -0.20716467D+05    0.0237096    0.0000011  EM
             23 -0.20716448D+05    0.0189063    0.0000009  EM
             24 -0.20716433D+05    0.0150940    0.0000007  EM
             25 -0.20716421D+05    0.0120597    0.0000006  EM
             26 -0.20716411D+05    0.0096401    0.0000005  EM
             27 -0.20716403D+05    0.0077084    0.0000004  EM
             28 -0.20716397D+05    0.0061650    0.0000003  EM
             29 -0.20716392D+05    0.0049312    0.0000002  EM
             30 -0.20716388D+05    0.0039445    0.0000002  EM
             31 -0.20716385D+05    0.0031554    0.0000002  EM
             32 -0.20716382D+05    0.0025241    0.0000001  EM
             33 -0.20716380D+05    0.0020191    0.0000001  EM
             34 -0.20716379D+05    0.0016151    0.0000001  EM
             35 -0.20716378D+05    0.0012919    0.0000001  EM
             36 -0.20716377D+05    0.0010334    0.0000000  EM
             37 -0.20716376D+05    0.0008265    0.0000000  EM


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4




   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.22947342D+05    0.0000000    0.0000000  EM
              2 -0.21112609D+05 1834.7331751    0.0799541  EM
              3 -0.20942800D+05  169.8088874    0.0080430  EM
              4 -0.20861897D+05   80.9032171    0.0038631  EM
              5 -0.20801887D+05   60.0101418    0.0028765  EM
              6 -0.20763775D+05   38.1121242    0.0018321  EM
              7 -0.20744576D+05   19.1988284    0.0009246  EM
              8 -0.20734892D+05    9.6834924    0.0004668  EM
              9 -0.20729578D+05    5.3139037    0.0002563  EM
             10 -0.20726321D+05    3.2576091    0.0001571  EM
             11 -0.20724110D+05    2.2108970    0.0001067  EM
             12 -0.20722495D+05    1.6148873    0.0000779  EM
             13 -0.20721260D+05    1.2346257    0.0000596  EM
             14 -0.20720292D+05    0.9686252    0.0000467  EM
             15 -0.20719521D+05    0.7704946    0.0000372  EM
             16 -0.20718904D+05    0.6172013    0.0000298  EM
             17 -0.20718408D+05    0.4960533    0.0000239  EM
             18 -0.20718009D+05    0.3992328    0.0000193  EM
             19 -0.20717687D+05    0.3214247    0.0000155  EM
             20 -0.20717429D+05    0.2587404    0.0000125  EM
             21 -0.20717220D+05    0.2081972    0.0000100  EM
             22 -0.20717053D+05    0.1674429    0.0000081  EM
             23 -0.20716918D+05    0.1345946    0.0000065  EM
             24 -0.20716810D+05    0.1081340    0.0000052  EM
             25 -0.20716723D+05    0.0868330    0.0000042  EM
             26 -0.20716654D+05    0.0696965    0.0000034  EM
             27 -0.20716598D+05    0.0559189    0.0000027  EM
             28 -0.20716553D+05    0.0448482    0.0000022  EM
             29 -0.20716517D+05    0.0359574    0.0000017  EM
             30 -0.20716488D+05    0.0288205    0.0000014  EM
             31 -0.20716465D+05    0.0230940    0.0000011  EM
             32 -0.20716447D+05    0.0185010    0.0000009  EM
             33 -0.20716432D+05    0.0148183    0.0000007  EM
             34 -0.20716420D+05    0.0118665    0.0000006  EM
             35 -0.20716410D+05    0.0095010    0.0000005  EM
             36 -0.20716376D+05    0.0343896    0.0000017  FS
             37 -0.20716373D+05    0.0025680    0.0000001  FS
             38 -0.20716373D+05    0.0004683    0.0000000  FS


     Beginning Time:  22:57:09
        Ending Time:  22:57:15
       Elapsed Time:  00:00:06



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