Mplus VERSION 7
MUTHEN & MUTHEN
09/22/2012   9:58 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
              ________      ________
 1             -0.018        -0.159


           Covariances
              X             W
              ________      ________
 X              1.022
 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

  Latent Class Variable Patterns

         C1        C2
      Class     Class

         1         1
         1         2
         2         1
         2         2


FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
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


CLASSIFICATION QUALITY

     Entropy                         0.617


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN

Class Counts and Proportions

  Latent Class
    Pattern

   1 1              718          0.35900
   1 2              238          0.11900
   2 1              255          0.12750
   2 2              789          0.39450


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

  Latent Class Variable Patterns

  Latent Class         C1        C2
   Pattern No.      Class     Class

         1             1         1
         2             1         2
         3             2         1
         4             2         2

           1        2        3        4

    1   0.822    0.067    0.092    0.018
    2   0.137    0.691    0.016    0.156
    3   0.164    0.013    0.702    0.121
    4   0.017    0.088    0.063    0.832


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

  Latent Class
    Variable    Class

    C1             1             956          0.47800
                   2            1044          0.52200
    C2             1             973          0.48650
                   2            1027          0.51350


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)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1


           NU
              U11           U12           U13           U14           U21
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1                  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
              ________      ________      ________      ________
 1                  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
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1                  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
              ________      ________      ________      ________
 1                  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
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1                  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
              ________      ________      ________      ________
 1                  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
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1                  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
              ________      ________      ________      ________
 1                  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
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1                  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
              ________      ________      ________      ________
 1                  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
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1                  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
              ________      ________      ________      ________
 1                  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
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1                  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
              ________      ________      ________      ________
 1                  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
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1                  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
              ________      ________      ________      ________
 1                  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
              ________      ________      ________      ________      ________
 1                  0             0             0             0             0


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


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


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


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


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


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


           TAU(U) FOR LATENT CLASS PATTERN 2 2
              U22$1         U23$1         U24$1
              ________      ________      ________
 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
              ________      ________      ________      ________      ________
 1                  6             7             8             9             6


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


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


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


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


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


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


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


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


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


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1              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
              ________      ________      ________      ________
 1              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
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1              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
              ________      ________      ________      ________
 1              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
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1              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
              ________      ________      ________      ________
 1              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
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1              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
              ________      ________      ________      ________
 1              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
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1              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
              ________      ________      ________      ________
 1              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
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1              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
              ________      ________      ________      ________
 1              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
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1              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
              ________      ________      ________      ________
 1              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
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1              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
              ________      ________      ________      ________
 1              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
              ________      ________      ________      ________      ________
 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
              ________      ________      ________
 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
              ________      ________      ________      ________      ________
 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
              ________      ________      ________
 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
              ________      ________      ________      ________      ________
 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
              ________      ________      ________
 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
              ________      ________      ________      ________      ________
 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
              ________      ________      ________
 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              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              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              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             -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             -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              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             -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             -1.000        -1.000        -1.000


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1              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
              ________      ________      ________      ________
 1              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
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1              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
              ________      ________      ________      ________
 1              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
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1              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
              ________      ________      ________      ________
 1              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
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1              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
              ________      ________      ________      ________
 1              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
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1              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
              ________      ________      ________      ________
 1              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
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1              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
              ________      ________      ________      ________
 1              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
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1              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
              ________      ________      ________      ________
 1              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
              ________      ________      ________      ________      ________
 1              0.000         0.000         0.000         0.000         0.000


           NU
              U22           U23           U24           X             W
              ________      ________      ________      ________      ________
 1              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
              ________      ________      ________      ________
 1              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
              ________      ________      ________      ________      ________
 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
              ________      ________      ________
 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
              ________      ________      ________      ________      ________
 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
              ________      ________      ________
 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
              ________      ________      ________      ________      ________
 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
              ________      ________      ________
 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
              ________      ________      ________      ________      ________
 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
              ________      ________      ________
 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              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              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              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             -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             -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              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             -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             -1.000        -1.000        -1.000


     POPULATION VALUES FOR LATENT CLASS REGRESSION MODEL PART


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


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.10255881D+05    0.0000000    0.0000000    647.127   289.347    EM
                                                    319.968   743.557
     2 -0.10252469D+05    3.4125426    0.0003327    655.431   288.002    EM
                                                    314.044   742.522
     3 -0.10251522D+05    0.9466347    0.0000923    660.693   287.340    EM
                                                    309.820   742.146
     4 -0.10251156D+05    0.3656446    0.0000357    664.284   286.940    EM
                                                    306.821   741.954
     5 -0.10250973D+05    0.1835429    0.0000179    666.859   286.652    EM
                                                    304.696   741.793
     6 -0.10250862D+05    0.1107778    0.0000108    668.768   286.424    EM
                                                    303.189   741.619
     7 -0.10250787D+05    0.0751281    0.0000073    670.222   286.237    EM
                                                    302.116   741.425
     8 -0.10250732D+05    0.0548286    0.0000053    671.354   286.086    EM
                                                    301.347   741.214
     9 -0.10250690D+05    0.0419764    0.0000041    672.252   285.964    EM
                                                    300.792   740.992
    10 -0.10250657D+05    0.0332032    0.0000032    672.978   285.869    EM
                                                    300.388   740.765
    11 -0.10250630D+05    0.0268835    0.0000026    673.577   285.797    EM
                                                    300.089   740.537
    12 -0.10250608D+05    0.0221506    0.0000022    674.077   285.744    EM
                                                    299.866   740.313
    13 -0.10250589D+05    0.0185007    0.0000018    674.502   285.706    EM
                                                    299.696   740.095
    14 -0.10250574D+05    0.0156264    0.0000015    674.868   285.681    EM
                                                    299.566   739.886
    15 -0.10250560D+05    0.0133232    0.0000013    675.185   285.665    EM
                                                    299.464   739.686
    16 -0.10250549D+05    0.0114518    0.0000011    675.463   285.657    EM
                                                    299.382   739.497
    17 -0.10250539D+05    0.0099109    0.0000010    675.709   285.654    EM
                                                    299.317   739.319
    18 -0.10250530D+05    0.0086320    0.0000008    675.928   285.656    EM
                                                    299.263   739.153
    19 -0.10250523D+05    0.0075599    0.0000007    676.123   285.661    EM
                                                    299.219   738.997
    20 -0.10250516D+05    0.0066540    0.0000006    676.298   285.668    EM
                                                    299.181   738.853
    21 -0.10250510D+05    0.0058828    0.0000006    676.455   285.676    EM
                                                    299.149   738.719
    22 -0.10250505D+05    0.0052220    0.0000005    676.597   285.686    EM
                                                    299.122   738.595
    23 -0.10250500D+05    0.0046522    0.0000005    676.725   285.696    EM
                                                    299.098   738.480
    24 -0.10250496D+05    0.0041583    0.0000004    676.840   285.707    EM
                                                    299.078   738.375
    25 -0.10250492D+05    0.0037280    0.0000004    676.945   285.718    EM
                                                    299.060   738.278
    26 -0.10250489D+05    0.0033512    0.0000003    677.039   285.729    EM
                                                    299.044   738.188
    27 -0.10250486D+05    0.0030200    0.0000003    677.124   285.740    EM
                                                    299.030   738.106
    28 -0.10250483D+05    0.0027277    0.0000003    677.202   285.750    EM
                                                    299.018   738.030
    29 -0.10250481D+05    0.0024687    0.0000002    677.272   285.760    EM
                                                    299.007   737.960
    30 -0.10250479D+05    0.0022386    0.0000002    677.336   285.770    EM
                                                    298.998   737.896
    31 -0.10250477D+05    0.0020334    0.0000002    677.393   285.780    EM
                                                    298.989   737.838
    32 -0.10250475D+05    0.0018500    0.0000002    677.445   285.790    EM
                                                    298.981   737.784
    33 -0.10250473D+05    0.0016856    0.0000002    677.492   285.799    EM
                                                    298.975   737.734
    34 -0.10250472D+05    0.0015379    0.0000002    677.535   285.807    EM
                                                    298.969   737.689
    35 -0.10250470D+05    0.0014049    0.0000001    677.574   285.816    EM
                                                    298.963   737.647
    36 -0.10250469D+05    0.0012848    0.0000001    677.609   285.824    EM
                                                    298.959   737.609
    37 -0.10250468D+05    0.0011763    0.0000001    677.640   285.832    EM
                                                    298.954   737.574
    38 -0.10250467D+05    0.0010780    0.0000001    677.669   285.839    EM
                                                    298.951   737.541
    39 -0.10250466D+05    0.0009888    0.0000001    677.695   285.846    EM
                                                    298.948   737.511


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:  21:58:21
        Ending Time:  21:59:27
       Elapsed Time:  00:01:06



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