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

INPUT INSTRUCTIONS

  TITLE:	this is an example of a Monte Carlo simulation study for a
          two-level LTA with a covariate

  montecarlo:
  	names are u11-u14 u21-u24 x w;
  	generate = u11-u14 u21-u24(1);
  	categorical = u11-u14 u21-u24;
  	genclasses = c1(2) c2(2);
  	classes = c1(2) c2(2);
  	nobservations = 2000;
  	ncsizes = 1;
  	csizes = 100 (20);
  	within = x;
  	between = w;
  	seed = 3454367;
  	nrep = 1;
  	save = ex10.12.dat;

  ANALYSIS:   TYPE = twolevel MIXTURE;

  MODEL population:
  			%within%
              %OVERALL%
  			[x@0]; x@1;

              c2#1 ON c1#1*.5 x*1;
  			c1#1 on x*.5;

  			%between%
  			%overall%
  			w*1; [w*0];
  			c1#1 on w*1;
  			c2#1 on c1#1*1 w*.5;
  			c1#1*.5;
  			c2#1*.5;

  MODEL population-c1:
  			%between%
              %c1#1%
  			[u11$1-u14$1*1] (1-4);

              %c1#2%
              [u11$1-u14$1*-1] (5-8);

  MODEL population-c2:
  			%between%
              %c2#1%
              [u21$1-u24$1*1] (1-4);

              %c2#2%
              [u21$1-u24$1*-1] (5-8);


  			

  MODEL:
  			%within%
              %OVERALL%
  		

              c2#1 ON c1#1*.5 x*1;
  			c1#1 on x*.5;

  			%between%
  			%overall%
  		
  			c1#1 on w*1;
  			c2#1 on c1#1*1 w*.5;

  			c1#1*.5;
  			c2#1*.5;


  MODEL c1:
  			%between%
              %c1#1%
  			[u11$1-u14$1*1] (1-4);

              %c1#2%
              [u11$1-u14$1*-1] (5-8);

  MODEL c2:
  			%between%
              %c2#1%
              [u21$1-u24$1*1] (1-4);

              %c2#2%
              [u21$1-u24$1*-1] (5-8);


  OUTPUT:     TECH8 tech9;



INPUT READING TERMINATED NORMALLY



this is an example of a Monte Carlo simulation study for a
two-level LTA with a covariate

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        2000

Number of replications
    Requested                                                    1
    Completed                                                    1
Value of seed                                              3454367

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

Observed dependent variables

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

Observed independent variables
   X           W

Categorical latent variables
   C1          C2

Variables with special functions

  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                            2
  Adaptive quadrature                                           ON
Parameterization                                             LOGIT
Link                                                         LOGIT
Cholesky                                                        ON


SUMMARY OF DATA FOR THE FIRST REPLICATION

     Cluster information

       Size (s)    Number of clusters of Size s

         20           100


SAMPLE STATISTICS FOR THE FIRST REPLICATION


     SAMPLE STATISTICS


           Means
              X             W
              ________      ________
               -0.018        -0.159


           Covariances
              X             W
              ________      ________
 X              1.021
 W              0.002         0.877


           Correlations
              X             W
              ________      ________
 X              1.000
 W              0.002         1.000




MODEL FIT INFORMATION

Number of Free Parameters                       18

Loglikelihood

    H0 Value

        Mean                            -10250.466
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000       -10250.466     -10250.466
           0.980       0.000       -10250.466     -10250.466
           0.950       0.000       -10250.466     -10250.466
           0.900       0.000       -10250.466     -10250.466
           0.800       0.000       -10250.466     -10250.466
           0.700       0.000       -10250.466     -10250.466
           0.500       0.000       -10250.466     -10250.466
           0.300       0.000       -10250.466     -10250.466
           0.200       0.000       -10250.466     -10250.466
           0.100       0.000       -10250.466     -10250.466
           0.050       0.000       -10250.466     -10250.466
           0.020       0.000       -10250.466     -10250.466
           0.010       0.000       -10250.466     -10250.466

Information Criteria

    Akaike (AIC)

        Mean                             20536.931
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000        20536.931      20536.931
           0.980       0.000        20536.931      20536.931
           0.950       0.000        20536.931      20536.931
           0.900       0.000        20536.931      20536.931
           0.800       0.000        20536.931      20536.931
           0.700       0.000        20536.931      20536.931
           0.500       0.000        20536.931      20536.931
           0.300       0.000        20536.931      20536.931
           0.200       0.000        20536.931      20536.931
           0.100       0.000        20536.931      20536.931
           0.050       0.000        20536.931      20536.931
           0.020       0.000        20536.931      20536.931
           0.010       0.000        20536.931      20536.931

    Bayesian (BIC)

        Mean                             20637.748
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000        20637.748      20637.748
           0.980       0.000        20637.748      20637.748
           0.950       0.000        20637.748      20637.748
           0.900       0.000        20637.748      20637.748
           0.800       0.000        20637.748      20637.748
           0.700       0.000        20637.748      20637.748
           0.500       0.000        20637.748      20637.748
           0.300       0.000        20637.748      20637.748
           0.200       0.000        20637.748      20637.748
           0.100       0.000        20637.748      20637.748
           0.050       0.000        20637.748      20637.748
           0.020       0.000        20637.748      20637.748
           0.010       0.000        20637.748      20637.748

    Sample-Size Adjusted BIC (n* = (n + 2) / 24)

        Mean                             20580.561
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000        20580.561      20580.561
           0.980       0.000        20580.561      20580.561
           0.950       0.000        20580.561      20580.561
           0.900       0.000        20580.561      20580.561
           0.800       0.000        20580.561      20580.561
           0.700       0.000        20580.561      20580.561
           0.500       0.000        20580.561      20580.561
           0.300       0.000        20580.561      20580.561
           0.200       0.000        20580.561      20580.561
           0.100       0.000        20580.561      20580.561
           0.050       0.000        20580.561      20580.561
           0.020       0.000        20580.561      20580.561
           0.010       0.000        20580.561      20580.561



MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER

   C1  C2


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

  Latent Class
    Pattern

    1  1        677.69458          0.33885
    1  2        285.84645          0.14292
    2  1        298.94753          0.14947
    2  2        737.51144          0.36876


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

  Latent Class
    Variable    Class

    C1             1       963.54102          0.48177
                   2      1036.45898          0.51823
    C2             1       976.64209          0.48832
                   2      1023.35791          0.51168


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              708          0.35400
    1  2              251          0.12550
    2  1              263          0.13150
    2  2              778          0.38900


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

  Latent Class
    Variable    Class

    C1             1             959          0.47950
                   2            1041          0.52050
    C2             1             971          0.48550
                   2            1029          0.51450


CLASSIFICATION QUALITY

     Entropy                         0.617


MODEL RESULTS

                              ESTIMATES              S. E.     M. S. E.  95%  % Sig
                 Population   Average   Std. Dev.   Average             Cover Coeff

Within Level

Between Level

Latent Class Pattern 1 1

 Thresholds
  U11$1               1.000     0.9650     0.0000     0.0583     0.0012 1.000 1.000
  U12$1               1.000     0.9590     0.0000     0.0647     0.0017 1.000 1.000
  U13$1               1.000     0.9394     0.0000     0.0632     0.0037 1.000 1.000
  U14$1               1.000     1.0252     0.0000     0.0689     0.0006 1.000 1.000
  U21$1               1.000     0.9650     0.0000     0.0583     0.0012 1.000 1.000
  U22$1               1.000     0.9590     0.0000     0.0647     0.0017 1.000 1.000
  U23$1               1.000     0.9394     0.0000     0.0632     0.0037 1.000 1.000
  U24$1               1.000     1.0252     0.0000     0.0689     0.0006 1.000 1.000

Latent Class Pattern 1 2

 Thresholds
  U11$1               1.000     0.9650     0.0000     0.0583     0.0012 1.000 1.000
  U12$1               1.000     0.9590     0.0000     0.0647     0.0017 1.000 1.000
  U13$1               1.000     0.9394     0.0000     0.0632     0.0037 1.000 1.000
  U14$1               1.000     1.0252     0.0000     0.0689     0.0006 1.000 1.000
  U21$1              -1.000    -1.0395     0.0000     0.0741     0.0016 1.000 1.000
  U22$1              -1.000    -1.0088     0.0000     0.0604     0.0001 1.000 1.000
  U23$1              -1.000    -0.9874     0.0000     0.0623     0.0002 1.000 1.000
  U24$1              -1.000    -1.1087     0.0000     0.0705     0.0118 1.000 1.000

Latent Class Pattern 2 1

 Thresholds
  U11$1              -1.000    -1.0395     0.0000     0.0741     0.0016 1.000 1.000
  U12$1              -1.000    -1.0088     0.0000     0.0604     0.0001 1.000 1.000
  U13$1              -1.000    -0.9874     0.0000     0.0623     0.0002 1.000 1.000
  U14$1              -1.000    -1.1087     0.0000     0.0705     0.0118 1.000 1.000
  U21$1               1.000     0.9650     0.0000     0.0583     0.0012 1.000 1.000
  U22$1               1.000     0.9590     0.0000     0.0647     0.0017 1.000 1.000
  U23$1               1.000     0.9394     0.0000     0.0632     0.0037 1.000 1.000
  U24$1               1.000     1.0252     0.0000     0.0689     0.0006 1.000 1.000

Latent Class Pattern 2 2

 Thresholds
  U11$1              -1.000    -1.0395     0.0000     0.0741     0.0016 1.000 1.000
  U12$1              -1.000    -1.0088     0.0000     0.0604     0.0001 1.000 1.000
  U13$1              -1.000    -0.9874     0.0000     0.0623     0.0002 1.000 1.000
  U14$1              -1.000    -1.1087     0.0000     0.0705     0.0118 1.000 1.000
  U21$1              -1.000    -1.0395     0.0000     0.0741     0.0016 1.000 1.000
  U22$1              -1.000    -1.0088     0.0000     0.0604     0.0001 1.000 1.000
  U23$1              -1.000    -0.9874     0.0000     0.0623     0.0002 1.000 1.000
  U24$1              -1.000    -1.1087     0.0000     0.0705     0.0118 1.000 1.000

Categorical Latent Variables

Within Level

 C2#1     ON
  C1#1                0.500     0.5869     0.0000     0.2482     0.0075 1.000 1.000

 C2#1       ON
  X                   1.000     0.9219     0.0000     0.1057     0.0061 1.000 1.000

 C1#1       ON
  X                   0.500     0.5660     0.0000     0.0801     0.0044 1.000 1.000

 Intercepts
  C1#1                0.000     0.1031     0.0000     0.1318     0.0106 1.000 0.000
  C2#1                0.000    -0.0726     0.0000     0.1808     0.0053 1.000 0.000

Between Level

 C2#1       ON
  C1#1                1.000     1.1397     0.0000     0.2696     0.0195 1.000 1.000

 C1#1       ON
  W                   1.000     1.2072     0.0000     0.1463     0.0429 1.000 1.000

 C2#1       ON
  W                   0.500     0.2981     0.0000     0.3039     0.0408 1.000 0.000

 Residual Variances
  C1#1                0.500     0.5497     0.0000     0.1703     0.0025 1.000 1.000
  C2#1                0.500     0.2316     0.0000     0.2229     0.0720 1.000 0.000


QUALITY OF NUMERICAL RESULTS

     Average Condition Number for the Information Matrix      0.359E-02
       (ratio of smallest to largest eigenvalue)


C-SPECIFIC CLASSIFICATION RESULTS

Classification Quality for C1

     Entropy                         0.577

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

           1        2

    1   0.873    0.127
    2   0.121    0.879

Classification Quality for C2

     Entropy                         0.655

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

           1        2

    1   0.903    0.097
    2   0.097    0.903


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11                0             0             0             0
 U12                0             0             0             0
 U13                0             0             0             0
 U14                0             0             0             0
 U21                0             0             0             0
 U22                0             0             0             0
 U23                0             0             0             0
 U24                0             0             0             0
 X                  0             0             0             0
 W                  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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                    0             0             0             0


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


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


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11                0             0             0             0
 U12                0             0             0             0
 U13                0             0             0             0
 U14                0             0             0             0
 U21                0             0             0             0
 U22                0             0             0             0
 U23                0             0             0             0
 U24                0             0             0             0
 X                  0             0             0             0
 W                  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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                    0             0             0             0


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


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


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11                0             0             0             0
 U12                0             0             0             0
 U13                0             0             0             0
 U14                0             0             0             0
 U21                0             0             0             0
 U22                0             0             0             0
 U23                0             0             0             0
 U24                0             0             0             0
 X                  0             0             0             0
 W                  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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                    0             0             0             0


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


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


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11                0             0             0             0
 U12                0             0             0             0
 U13                0             0             0             0
 U14                0             0             0             0
 U21                0             0             0             0
 U22                0             0             0             0
 U23                0             0             0             0
 U24                0             0             0             0
 X                  0             0             0             0
 W                  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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                    0             0             0             0


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


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


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11                0             0             0             0
 U12                0             0             0             0
 U13                0             0             0             0
 U14                0             0             0             0
 U21                0             0             0             0
 U22                0             0             0             0
 U23                0             0             0             0
 U24                0             0             0             0
 X                  0             0             0             0
 W                  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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                    0             0             0             0


           BETA
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1               0             0             0             1
 C2#1               2             0             0             3
 X                  0             0             0             0
 W                  0             0             0             0


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1               4
 C2#1               0             5
 X                  0             0             0
 W                  0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11                0             0             0             0
 U12                0             0             0             0
 U13                0             0             0             0
 U14                0             0             0             0
 U21                0             0             0             0
 U22                0             0             0             0
 U23                0             0             0             0
 U24                0             0             0             0
 X                  0             0             0             0
 W                  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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                    0             0             0             0


           BETA
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1               0             0             0             1
 C2#1               2             0             0             3
 X                  0             0             0             0
 W                  0             0             0             0


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1               4
 C2#1               0             5
 X                  0             0             0
 W                  0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11                0             0             0             0
 U12                0             0             0             0
 U13                0             0             0             0
 U14                0             0             0             0
 U21                0             0             0             0
 U22                0             0             0             0
 U23                0             0             0             0
 U24                0             0             0             0
 X                  0             0             0             0
 W                  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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                    0             0             0             0


           BETA
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1               0             0             0             1
 C2#1               2             0             0             3
 X                  0             0             0             0
 W                  0             0             0             0


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1               4
 C2#1               0             5
 X                  0             0             0
 W                  0             0             0             0


     PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11                0             0             0             0
 U12                0             0             0             0
 U13                0             0             0             0
 U14                0             0             0             0
 U21                0             0             0             0
 U22                0             0             0             0
 U23                0             0             0             0
 U24                0             0             0             0
 X                  0             0             0             0
 W                  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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                    0             0             0             0


           BETA
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1               0             0             0             1
 C2#1               2             0             0             3
 X                  0             0             0             0
 W                  0             0             0             0


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1               4
 C2#1               0             5
 X                  0             0             0
 W                  0             0             0             0


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)


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


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


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


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


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


           TAU(U) FOR LATENT CLASS PATTERN 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
              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
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    6             7             8             9             6


           TAU(U) FOR LATENT CLASS PATTERN 1 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                    7             8             9


           TAU(U) FOR LATENT CLASS PATTERN 1 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                    6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 1 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                   11            12            13


           TAU(U) FOR LATENT CLASS PATTERN 2 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                   10            11            12            13             6


           TAU(U) FOR LATENT CLASS PATTERN 2 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                    7             8             9


           TAU(U) FOR LATENT CLASS PATTERN 2 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                   10            11            12            13            10


           TAU(U) FOR LATENT CLASS PATTERN 2 2
              U22$1         U23$1         U24$1
              ________      ________      ________
                   11            12            13


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              C1#1          C1#2          C2#1          C2#2
              ________      ________      ________      ________
                   14             0            15             0


           GAMMA(C)
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1               0             0            16             0
 C1#2               0             0             0             0
 C2#1               0             0            17             0
 C2#2               0             0             0             0


           BETA(C)
              C1#1          C1#2
              ________      ________
 C2#1              18             0
 C2#2               0             0


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000
 W              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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                0.000         0.000         0.000         0.000


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


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000
 C2#1           0.000         0.000
 X              0.000         0.000         0.500
 W              0.000         0.000         0.000         0.000


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000
 W              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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                0.000         0.000         0.000         0.000


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


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000
 C2#1           0.000         0.000
 X              0.000         0.000         0.500
 W              0.000         0.000         0.000         0.000


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000
 W              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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                0.000         0.000         0.000         0.000


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


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000
 C2#1           0.000         0.000
 X              0.000         0.000         0.500
 W              0.000         0.000         0.000         0.000


     STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000
 W              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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                0.000         0.000         0.000         0.000


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


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000
 C2#1           0.000         0.000
 X              0.000         0.000         0.500
 W              0.000         0.000         0.000         0.000


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000
 W              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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                0.000         0.000         0.000         0.000


           BETA
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000         0.000         0.000         1.000
 C2#1           1.000         0.000         0.000         0.500
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.500
 C2#1           0.000         0.500
 X              0.000         0.000         0.000
 W              0.000         0.000         0.000         0.500


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000
 W              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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                0.000         0.000         0.000         0.000


           BETA
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000         0.000         0.000         1.000
 C2#1           1.000         0.000         0.000         0.500
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.500
 C2#1           0.000         0.500
 X              0.000         0.000         0.000
 W              0.000         0.000         0.000         0.500


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000
 W              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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                0.000         0.000         0.000         0.000


           BETA
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000         0.000         0.000         1.000
 C2#1           1.000         0.000         0.000         0.500
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.500
 C2#1           0.000         0.500
 X              0.000         0.000         0.000
 W              0.000         0.000         0.000         0.500


     STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000
 W              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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                0.000         0.000         0.000         0.000


           BETA
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000         0.000         0.000         1.000
 C2#1           1.000         0.000         0.000         0.500
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.500
 C2#1           0.000         0.500
 X              0.000         0.000         0.000
 W              0.000         0.000         0.000         0.500


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)


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


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


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


           TAU(U) FOR LATENT CLASS PATTERN 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
              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
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                1.000         1.000         1.000         1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2
              U22$1         U23$1         U24$1
              ________      ________      ________
               -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
               -1.000        -1.000        -1.000        -1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
               -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2
              U22$1         U23$1         U24$1
              ________      ________      ________
               -1.000        -1.000        -1.000


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


           GAMMA(C)
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000         0.000         0.500         0.000
 C1#2           0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         1.000         0.000
 C2#2           0.000         0.000         0.000         0.000


           BETA(C)
              C1#1          C1#2
              ________      ________
 C2#1           0.500         0.000
 C2#2           0.000         0.000


     POPULATION VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000
 W              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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                0.000         0.000         0.000         0.000


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


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000
 C2#1           0.000         0.000
 X              0.000         0.000         1.000
 W              0.000         0.000         0.000         0.000


     POPULATION VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000
 W              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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                0.000         0.000         0.000         0.000


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


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000
 C2#1           0.000         0.000
 X              0.000         0.000         1.000
 W              0.000         0.000         0.000         0.000


     POPULATION VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000
 W              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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                0.000         0.000         0.000         0.000


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


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000
 C2#1           0.000         0.000
 X              0.000         0.000         1.000
 W              0.000         0.000         0.000         0.000


     POPULATION VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000
 W              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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                0.000         0.000         0.000         0.000


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


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000
 C2#1           0.000         0.000
 X              0.000         0.000         1.000
 W              0.000         0.000         0.000         0.000


     POPULATION VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000
 W              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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                0.000         0.000         0.000         0.000


           BETA
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000         0.000         0.000         1.000
 C2#1           1.000         0.000         0.000         0.500
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.500
 C2#1           0.000         0.500
 X              0.000         0.000         0.000
 W              0.000         0.000         0.000         1.000


     POPULATION VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000
 W              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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                0.000         0.000         0.000         0.000


           BETA
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000         0.000         0.000         1.000
 C2#1           1.000         0.000         0.000         0.500
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.500
 C2#1           0.000         0.500
 X              0.000         0.000         0.000
 W              0.000         0.000         0.000         1.000


     POPULATION VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000
 W              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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                0.000         0.000         0.000         0.000


           BETA
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000         0.000         0.000         1.000
 C2#1           1.000         0.000         0.000         0.500
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.500
 C2#1           0.000         0.500
 X              0.000         0.000         0.000
 W              0.000         0.000         0.000         1.000


     POPULATION VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 U11            0.000         0.000         0.000         0.000
 U12            0.000         0.000         0.000         0.000
 U13            0.000         0.000         0.000         0.000
 U14            0.000         0.000         0.000         0.000
 U21            0.000         0.000         0.000         0.000
 U22            0.000         0.000         0.000         0.000
 U23            0.000         0.000         0.000         0.000
 U24            0.000         0.000         0.000         0.000
 X              0.000         0.000         1.000         0.000
 W              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
              C1#1          C2#1          X             W
              ________      ________      ________      ________
                0.000         0.000         0.000         0.000


           BETA
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000         0.000         0.000         1.000
 C2#1           1.000         0.000         0.000         0.500
 X              0.000         0.000         0.000         0.000
 W              0.000         0.000         0.000         0.000


           PSI
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.500
 C2#1           0.000         0.500
 X              0.000         0.000         0.000
 W              0.000         0.000         0.000         1.000


     POPULATION VALUES FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)


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


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


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


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


     POPULATION VALUES FOR LATENT CLASS INDICATOR MODEL PART (BETWEEN)


           TAU(U) FOR LATENT CLASS PATTERN 1 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
                1.000         1.000         1.000         1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2
              U22$1         U23$1         U24$1
              ________      ________      ________
               -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
               -1.000        -1.000        -1.000        -1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1
              U22$1         U23$1         U24$1
              ________      ________      ________
                1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2
              U11$1         U12$1         U13$1         U14$1         U21$1
              ________      ________      ________      ________      ________
               -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2
              U22$1         U23$1         U24$1
              ________      ________      ________
               -1.000        -1.000        -1.000


     POPULATION VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


           GAMMA(C)
              C1#1          C2#1          X             W
              ________      ________      ________      ________
 C1#1           0.000         0.000         0.500         0.000
 C1#2           0.000         0.000         0.000         0.000
 C2#1           0.000         0.000         1.000         0.000
 C2#2           0.000         0.000         0.000         0.000


           BETA(C)
              C1#1          C1#2
              ________      ________
 C2#1           0.500         0.000
 C2#2           0.000         0.000


TECHNICAL 8 OUTPUT


  TECHNICAL 8 OUTPUT FOR REPLICATION 1


   E STEP  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE  ALGORITHM
              1 -0.10255881D+05    0.0000000    0.0000000  EM
              2 -0.10252469D+05    3.4125426    0.0003327  EM
              3 -0.10251522D+05    0.9466347    0.0000923  EM
              4 -0.10251156D+05    0.3656446    0.0000357  EM
              5 -0.10250973D+05    0.1835429    0.0000179  EM
              6 -0.10250862D+05    0.1107778    0.0000108  EM
              7 -0.10250787D+05    0.0751281    0.0000073  EM
              8 -0.10250732D+05    0.0548286    0.0000053  EM
              9 -0.10250690D+05    0.0419764    0.0000041  EM
             10 -0.10250657D+05    0.0332032    0.0000032  EM
             11 -0.10250630D+05    0.0268835    0.0000026  EM
             12 -0.10250608D+05    0.0221506    0.0000022  EM
             13 -0.10250589D+05    0.0185007    0.0000018  EM
             14 -0.10250574D+05    0.0156264    0.0000015  EM
             15 -0.10250560D+05    0.0133232    0.0000013  EM
             16 -0.10250549D+05    0.0114518    0.0000011  EM
             17 -0.10250539D+05    0.0099109    0.0000010  EM
             18 -0.10250530D+05    0.0086320    0.0000008  EM
             19 -0.10250523D+05    0.0075599    0.0000007  EM
             20 -0.10250516D+05    0.0066540    0.0000006  EM
             21 -0.10250510D+05    0.0058828    0.0000006  EM
             22 -0.10250505D+05    0.0052220    0.0000005  EM
             23 -0.10250500D+05    0.0046522    0.0000005  EM
             24 -0.10250496D+05    0.0041583    0.0000004  EM
             25 -0.10250492D+05    0.0037280    0.0000004  EM
             26 -0.10250489D+05    0.0033512    0.0000003  EM
             27 -0.10250486D+05    0.0030200    0.0000003  EM
             28 -0.10250483D+05    0.0027277    0.0000003  EM
             29 -0.10250481D+05    0.0024687    0.0000002  EM
             30 -0.10250479D+05    0.0022386    0.0000002  EM
             31 -0.10250477D+05    0.0020334    0.0000002  EM
             32 -0.10250475D+05    0.0018500    0.0000002  EM
             33 -0.10250473D+05    0.0016856    0.0000002  EM
             34 -0.10250472D+05    0.0015379    0.0000002  EM
             35 -0.10250470D+05    0.0014049    0.0000001  EM
             36 -0.10250469D+05    0.0012848    0.0000001  EM
             37 -0.10250468D+05    0.0011763    0.0000001  EM
             38 -0.10250467D+05    0.0010780    0.0000001  EM
             39 -0.10250466D+05    0.0009888    0.0000001  EM


TECHNICAL 9 OUTPUT

  Error messages for each replication (if any)



SAVEDATA INFORMATION

  Order of variables

    U11
    U12
    U13
    U14
    U21
    U22
    U23
    U24
    X
    W
    C1
    C2
    CLUSTER

  Save file
    ex10.12.dat

  Save file format           Free
  Save file record length    10000


     Beginning Time:  22:19:35
        Ending Time:  22:20:07
       Elapsed Time:  00:00:32



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