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

INPUT INSTRUCTIONS

  TITLE:  this is an example of LTA with a
          binary covariate representing group

  MONTECARLO:
    	NAMES = u11-u15 u21-u25 g;
    	GENERATE = u11-u15 u21-u25 g(1);
    	CATEGORICAL = u11-u15 u21-u25 g;
    	GENCLASSES = cg(2) c1(3) c2(3);
    	CLASSES = cg(2) c1(3) c2(3);
    	NOBSERVATION = 2000;
    	NREPS = 1;
      save = ex8.13.dat;

  ANALYSIS:
    	TYPE=MIXTURE;
    	PARAMETERIZATION=PROBABILITY;
      ! the same results can be obtained with regular parameterization

  MODEL POPULATION:
    	%OVERALL%
        [cg#1*0.5];
        c1#1 on cg#1*0.5; c1#2 on cg#1*0.2;
        c1#1 on cg#2*0.2; c1#2 on cg#2*0.5;

  MODEL POPULATION-cg:
    	%cg#1%
      [g$1@15]; ! does the same as KNOWNCLASS
    	c2#1 on c1#1*0.5; c2#2 on c1#1*0.2;
    	c2#1 on c1#2*0.2; c2#2 on c1#2*0.3;
      c2#1 on c1#3*0.2; c2#2 on c1#3*0.2;

    	%cg#2%
      [g$1@-15];
    	c2#1 on c1#1*0.2; c2#2 on c1#1*0.5;
    	c2#1 on c1#2*0.3; c2#2 on c1#2*0.2;
      c2#1 on c1#3*0.2; c2#2 on c1#3*0.2;


  MODEL POPULATION-c1:
    	%c1#1%
    	[u11$1*1] (1);
    	[u12$1*1] (2);
    	[u13$1*1] (3);
    	[u14$1*1] (4);
      [u15$1*1] (5);

      %c1#2%
    	[u11$1*1] (6);
    	[u12$1*1] (7);
    	[u13$1*-1] (8);
    	[u14$1*-1] (9);
      [u15$1*-1] (10);

    	%c1#3%
    	[u11$1*-1] (11);
    	[u12$1*-1] (12);
    	[u13$1*-1] (13);
    	[u14$1*-1] (14);
      [u15$1*-1] (15);


  MODEL POPULATION-c2:
      %c2#1%
    	[u21$1*1] (1);
    	[u22$1*1] (2);
    	[u23$1*1] (3);
    	[u24$1*1] (4);
      [u25$1*1] (5);

      %c2#2%
    	[u21$1*1] (6);
    	[u22$1*1] (7);
    	[u23$1*-1] (8);
    	[u24$1*-1] (9);
      [u25$1*-1] (10);

    	%c2#3%
    	[u21$1*-1] (11);
    	[u22$1*-1] (12);
    	[u23$1*-1] (13);
    	[u24$1*-1] (14);
      [u25$1*-1] (15);


   MODEL:
    	%OVERALL%
        [cg#1*0.5];
        c1#1 on cg#1*0.5; c1#2 on cg#1*0.2;
        c1#1 on cg#2*0.2; c1#2 on cg#2*0.5;

  MODEL cg:
    	%cg#1%
      [g$1@15]; ! does the same as KNOWNCLASS
    	c2#1 on c1#1*0.5; c2#2 on c1#1*0.2;
    	c2#1 on c1#2*0.2; c2#2 on c1#2*0.3;
      c2#1 on c1#3*0.2; c2#2 on c1#3*0.2;

    	%cg#2%
      [g$1@-15];
    	c2#1 on c1#1*0.2; c2#2 on c1#1*0.5;
    	c2#1 on c1#2*0.3; c2#2 on c1#2*0.2;
      c2#1 on c1#3*0.2; c2#2 on c1#3*0.2;


  MODEL c1:
    	%c1#1%
    	[u11$1*1] (1);
    	[u12$1*1] (2);
    	[u13$1*1] (3);
    	[u14$1*1] (4);
      [u15$1*1] (5);

      %c1#2%
    	[u11$1*1] (6);
    	[u12$1*1] (7);
    	[u13$1*-1] (8);
    	[u14$1*-1] (9);
      [u15$1*-1] (10);

    	%c1#3%
    	[u11$1*-1] (11);
    	[u12$1*-1] (12);
    	[u13$1*-1] (13);
    	[u14$1*-1] (14);
      [u15$1*-1] (15);


  MODEL c2:
      %c2#1%
    	[u21$1*1] (1);
    	[u22$1*1] (2);
    	[u23$1*1] (3);
    	[u24$1*1] (4);
      [u25$1*1] (5);

      %c2#2%
    	[u21$1*1] (6);
    	[u22$1*1] (7);
    	[u23$1*-1] (8);
    	[u24$1*-1] (9);
      [u25$1*-1] (10);

    	%c2#3%
    	[u21$1*-1] (11);
    	[u22$1*-1] (12);
    	[u23$1*-1] (13);
    	[u24$1*-1] (14);
      [u25$1*-1] (15);


  OUTPUT: TECH9;



INPUT READING TERMINATED NORMALLY



this is an example of LTA with a
binary covariate representing group

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        2000

Number of replications
    Requested                                                    1
    Completed                                                    1
Value of seed                                                    0

Number of dependent variables                                   11
Number of independent variables                                  0
Number of continuous latent variables                            0
Number of categorical latent variables                           3

Observed dependent variables

  Binary and ordered categorical (ordinal)
   U11         U12         U13         U14         U15         U21
   U22         U23         U24         U25         G

Categorical latent variables
   CG          C1          C2


Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
  Maximum number of iterations                                 100
  Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
  Maximum number of iterations                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-03
    Relative loglikelihood change                        0.100D-06
    Derivative                                           0.100D-03
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-05
  Basis for M step termination                           ITERATION
  Maximum value for logit thresholds                            15
  Minimum value for logit thresholds                           -15
  Minimum expected cell size for chi-square              0.100D-01
Optimization algorithm                                         EMA
Parameterization                                       PROBABILITY
Link                                                         LOGIT





MODEL FIT INFORMATION

Number of Free Parameters                       32

Loglikelihood

    H0 Value

        Mean                            -14596.240
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000       -14596.240     -14596.240
           0.980       0.000       -14596.240     -14596.240
           0.950       0.000       -14596.240     -14596.240
           0.900       0.000       -14596.240     -14596.240
           0.800       0.000       -14596.240     -14596.240
           0.700       0.000       -14596.240     -14596.240
           0.500       0.000       -14596.240     -14596.240
           0.300       0.000       -14596.240     -14596.240
           0.200       0.000       -14596.240     -14596.240
           0.100       0.000       -14596.240     -14596.240
           0.050       0.000       -14596.240     -14596.240
           0.020       0.000       -14596.240     -14596.240
           0.010       0.000       -14596.240     -14596.240

Information Criteria

    Akaike (AIC)

        Mean                             29256.479
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000        29256.479      29256.479
           0.980       0.000        29256.479      29256.479
           0.950       0.000        29256.479      29256.479
           0.900       0.000        29256.479      29256.479
           0.800       0.000        29256.479      29256.479
           0.700       0.000        29256.479      29256.479
           0.500       0.000        29256.479      29256.479
           0.300       0.000        29256.479      29256.479
           0.200       0.000        29256.479      29256.479
           0.100       0.000        29256.479      29256.479
           0.050       0.000        29256.479      29256.479
           0.020       0.000        29256.479      29256.479
           0.010       0.000        29256.479      29256.479

    Bayesian (BIC)

        Mean                             29435.708
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000        29435.708      29435.708
           0.980       0.000        29435.708      29435.708
           0.950       0.000        29435.708      29435.708
           0.900       0.000        29435.708      29435.708
           0.800       0.000        29435.708      29435.708
           0.700       0.000        29435.708      29435.708
           0.500       0.000        29435.708      29435.708
           0.300       0.000        29435.708      29435.708
           0.200       0.000        29435.708      29435.708
           0.100       0.000        29435.708      29435.708
           0.050       0.000        29435.708      29435.708
           0.020       0.000        29435.708      29435.708
           0.010       0.000        29435.708      29435.708

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

        Mean                             29334.042
        Std Dev                              0.000
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       0.000        29334.042      29334.042
           0.980       0.000        29334.042      29334.042
           0.950       0.000        29334.042      29334.042
           0.900       0.000        29334.042      29334.042
           0.800       0.000        29334.042      29334.042
           0.700       0.000        29334.042      29334.042
           0.500       0.000        29334.042      29334.042
           0.300       0.000        29334.042      29334.042
           0.200       0.000        29334.042      29334.042
           0.100       0.000        29334.042      29334.042
           0.050       0.000        29334.042      29334.042
           0.020       0.000        29334.042      29334.042
           0.010       0.000        29334.042      29334.042

Chi-Square Test of Model Fit for the Binary and Ordered Categorical
(Ordinal) Outcomes

    Pearson Chi-Square

        Mean                              1998.782
        Std Dev                              0.000
        Degrees of freedom                    2015
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       1.000         1870.266       1998.782
           0.980       1.000         1886.778       1998.782
           0.950       1.000         1911.730       1998.782
           0.900       1.000         1934.084       1998.782
           0.800       1.000         1961.387       1998.782
           0.700       1.000         1981.233       1998.782
           0.500       0.000         2014.333       1998.782
           0.300       0.000         2047.801       1998.782
           0.200       0.000         2068.224       1998.782
           0.100       0.000         2096.772       1998.782
           0.050       0.000         2120.544       1998.782
           0.020       0.000         2147.512       1998.782
           0.010       0.000         2165.616       1998.782

    Likelihood Ratio Chi-Square

        Mean                              2121.420
        Std Dev                              0.000
        Degrees of freedom                    2015
        Number of successful computations        1

             Proportions                   Percentiles
        Expected    Observed         Expected       Observed
           0.990       1.000         1870.266       2121.420
           0.980       1.000         1886.778       2121.420
           0.950       1.000         1911.730       2121.420
           0.900       1.000         1934.084       2121.420
           0.800       1.000         1961.387       2121.420
           0.700       1.000         1981.233       2121.420
           0.500       1.000         2014.333       2121.420
           0.300       1.000         2047.801       2121.420
           0.200       1.000         2068.224       2121.420
           0.100       1.000         2096.772       2121.420
           0.050       1.000         2120.544       2121.420
           0.020       0.000         2147.512       2121.420
           0.010       0.000         2165.616       2121.420



MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER

   CG  C1  C2

  Latent Class Variable Patterns

         CG        C1        C2
      Class     Class     Class

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


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

  Latent Class
    Pattern

    1  1  1        302.47023          0.15124
    1  1  2         82.08587          0.04104
    1  1  3        163.04291          0.08152
    1  2  1         49.76042          0.02488
    1  2  2         37.35069          0.01868
    1  2  3        105.26401          0.05263
    1  3  1         36.91757          0.01846
    1  3  2        105.41862          0.05271
    1  3  3        124.69649          0.06235
    2  1  1         45.20652          0.02260
    2  1  2        108.74603          0.05437
    2  1  3         51.11519          0.02556
    2  2  1        141.78810          0.07089
    2  2  2        123.20221          0.06160
    2  2  3        240.22102          0.12011
    2  3  1         76.13096          0.03807
    2  3  2          8.07816          0.00404
    2  3  3        198.50499          0.09925


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

  Latent Class
    Variable    Class

    CG             1      1007.00690          0.50350
                   2       992.99323          0.49650
    C1             1       752.66681          0.37633
                   2       697.58649          0.34879
                   3       549.74677          0.27487
    C2             1       652.27380          0.32614
                   2       464.88156          0.23244
                   3       882.84467          0.44142


LATENT TRANSITION PROBABILITIES BASED ON THE ESTIMATED MODEL

  CG Classes (Rows) by C1 Classes (Columns)

            1        2        3

   1     0.544    0.191    0.265
   2     0.207    0.509    0.285

  C1 Classes (Rows) by C2 Classes (Columns)

            1        2        3

   1     0.462    0.254    0.285
   2     0.275    0.230    0.495
   3     0.206    0.206    0.588


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

  Latent Class
    Pattern

    1  1  1        302.46989          0.15123
    1  1  2         82.08234          0.04104
    1  1  3        163.04943          0.08152
    1  2  1         49.76434          0.02488
    1  2  2         37.35134          0.01868
    1  2  3        105.26546          0.05263
    1  3  1         36.91552          0.01846
    1  3  2        105.41105          0.05271
    1  3  3        124.69063          0.06235
    2  1  1         45.20694          0.02260
    2  1  2        108.74954          0.05437
    2  1  3         51.11429          0.02556
    2  2  1        141.77994          0.07089
    2  2  2        123.20126          0.06160
    2  2  3        240.22929          0.12011
    2  3  1         76.13139          0.03807
    2  3  2          8.07814          0.00404
    2  3  3        198.50922          0.09925


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

  Latent Class
    Variable    Class

    CG             1      1006.99994          0.50350
                   2       993.00000          0.49650
    C1             1       752.67230          0.37634
                   2       697.59167          0.34880
                   3       549.73596          0.27487
    C2             1       652.26807          0.32613
                   2       464.87366          0.23244
                   3       882.85828          0.44143


CLASSIFICATION QUALITY

     Entropy                         0.569


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN

Class Counts and Proportions

  Latent Class
    Pattern

    1  1  1              369          0.18450
    1  1  2               27          0.01350
    1  1  3              184          0.09200
    1  2  1               27          0.01350
    1  2  2               14          0.00700
    1  2  3              120          0.06000
    1  3  1               24          0.01200
    1  3  2              106          0.05300
    1  3  3              136          0.06800
    2  1  1               40          0.02000
    2  1  2              124          0.06200
    2  1  3               18          0.00900
    2  2  1              184          0.09200
    2  2  2               83          0.04150
    2  2  3              302          0.15100
    2  3  1               52          0.02600
    2  3  2                0          0.00000
    2  3  3              190          0.09500


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

  Latent Class Variable Patterns

  Latent Class         CG        C1        C2
   Pattern No.      Class     Class     Class

         1             1         1         1
         2             1         1         2
         3             1         1         3
         4             1         2         1
         5             1         2         2
         6             1         2         3
         7             1         3         1
         8             1         3         2
         9             1         3         3
        10             2         1         1
        11             2         1         2
        12             2         1         3
        13             2         2         1
        14             2         2         2
        15             2         2         3
        16             2         3         1
        17             2         3         2
        18             2         3         3

           1        2        3        4        5        6        7        8        9

    1   0.677    0.081    0.066    0.064    0.018    0.021    0.030    0.027    0.016
    2   0.134    0.528    0.128    0.006    0.062    0.021    0.003    0.104    0.015
    3   0.149    0.137    0.550    0.005    0.012    0.067    0.003    0.025    0.052
    4   0.157    0.008    0.007    0.403    0.061    0.078    0.136    0.093    0.056
    5   0.069    0.073    0.019    0.156    0.377    0.142    0.014    0.128    0.020
    6   0.046    0.038    0.160    0.044    0.080    0.443    0.007    0.047    0.135
    7   0.156    0.006    0.004    0.109    0.011    0.010    0.461    0.178    0.065
    8   0.038    0.047    0.026    0.024    0.072    0.056    0.052    0.509    0.176
    9   0.023    0.014    0.083    0.012    0.018    0.154    0.030    0.148    0.519
   10   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   11   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   12   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   13   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   14   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   15   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   16   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   17   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   18   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000

          10       11       12       13       14       15       16       17       18

    1   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    2   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    3   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    4   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    5   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    6   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    7   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    8   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
    9   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   10   0.423    0.172    0.055    0.197    0.033    0.040    0.063    0.001    0.017
   11   0.073    0.505    0.101    0.041    0.117    0.088    0.020    0.007    0.048
   12   0.025    0.217    0.554    0.004    0.011    0.119    0.001    0.001    0.068
   13   0.075    0.038    0.011    0.493    0.092    0.115    0.131    0.003    0.042
   14   0.011    0.112    0.008    0.139    0.472    0.148    0.039    0.014    0.056
   15   0.006    0.043    0.062    0.042    0.128    0.526    0.010    0.004    0.181
   16   0.026    0.025    0.002    0.165    0.061    0.026    0.536    0.025    0.133
   17   0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000    0.000
   18   0.005    0.025    0.025    0.027    0.050    0.168    0.069    0.016    0.615



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

  Latent Class
    Variable    Class

    CG             1            1007          0.50350
                   2             993          0.49650
    C1             1             762          0.38100
                   2             730          0.36500
                   3             508          0.25400
    C2             1             696          0.34800
                   2             354          0.17700
                   3             950          0.47500


MODEL RESULTS

                              ESTIMATES              S. E.     M. S. E.  95%  % Sig
                 Population   Average   Std. Dev.   Average             Cover Coeff
Latent Class Pattern 1 1 1

 Thresholds
  U11$1               1.000     1.0611     0.0000     0.1006     0.0037 1.000 1.000
  U12$1               1.000     0.9589     0.0000     0.0863     0.0017 1.000 1.000
  U13$1               1.000     0.8599     0.0000     0.1204     0.0196 1.000 1.000
  U14$1               1.000     0.8292     0.0000     0.1075     0.0292 1.000 1.000
  U15$1               1.000     0.9415     0.0000     0.1258     0.0034 1.000 1.000
  U21$1               1.000     1.0611     0.0000     0.1006     0.0037 1.000 1.000
  U22$1               1.000     0.9589     0.0000     0.0863     0.0017 1.000 1.000
  U23$1               1.000     0.8599     0.0000     0.1204     0.0196 1.000 1.000
  U24$1               1.000     0.8292     0.0000     0.1075     0.0292 1.000 1.000
  U25$1               1.000     0.9415     0.0000     0.1258     0.0034 1.000 1.000
  G$1                15.000    15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 1 1 2

 Thresholds
  U11$1               1.000     1.0611     0.0000     0.1006     0.0037 1.000 1.000
  U12$1               1.000     0.9589     0.0000     0.0863     0.0017 1.000 1.000
  U13$1               1.000     0.8599     0.0000     0.1204     0.0196 1.000 1.000
  U14$1               1.000     0.8292     0.0000     0.1075     0.0292 1.000 1.000
  U15$1               1.000     0.9415     0.0000     0.1258     0.0034 1.000 1.000
  U21$1               1.000     0.9609     0.0000     0.3097     0.0015 1.000 1.000
  U22$1               1.000     0.7190     0.0000     0.2090     0.0789 1.000 1.000
  U23$1              -1.000    -1.0782     0.0000     0.1730     0.0061 1.000 1.000
  U24$1              -1.000    -0.8241     0.0000     0.1467     0.0309 1.000 1.000
  U25$1              -1.000    -1.2864     0.0000     0.2467     0.0820 1.000 1.000
  G$1                15.000    15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 1 1 3

 Thresholds
  U11$1               1.000     1.0611     0.0000     0.1006     0.0037 1.000 1.000
  U12$1               1.000     0.9589     0.0000     0.0863     0.0017 1.000 1.000
  U13$1               1.000     0.8599     0.0000     0.1204     0.0196 1.000 1.000
  U14$1               1.000     0.8292     0.0000     0.1075     0.0292 1.000 1.000
  U15$1               1.000     0.9415     0.0000     0.1258     0.0034 1.000 1.000
  U21$1              -1.000    -1.2523     0.0000     0.2788     0.0637 1.000 1.000
  U22$1              -1.000    -0.8944     0.0000     0.2031     0.0112 1.000 1.000
  U23$1              -1.000    -0.9736     0.0000     0.0986     0.0007 1.000 1.000
  U24$1              -1.000    -1.0387     0.0000     0.1099     0.0015 1.000 1.000
  U25$1              -1.000    -0.8377     0.0000     0.0958     0.0263 1.000 1.000
  G$1                15.000    15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 1 2 1

 Thresholds
  U11$1               1.000     0.9609     0.0000     0.3097     0.0015 1.000 1.000
  U12$1               1.000     0.7190     0.0000     0.2090     0.0789 1.000 1.000
  U13$1              -1.000    -1.0782     0.0000     0.1730     0.0061 1.000 1.000
  U14$1              -1.000    -0.8241     0.0000     0.1467     0.0309 1.000 1.000
  U15$1              -1.000    -1.2864     0.0000     0.2467     0.0820 1.000 1.000
  U21$1               1.000     1.0611     0.0000     0.1006     0.0037 1.000 1.000
  U22$1               1.000     0.9589     0.0000     0.0863     0.0017 1.000 1.000
  U23$1               1.000     0.8599     0.0000     0.1204     0.0196 1.000 1.000
  U24$1               1.000     0.8292     0.0000     0.1075     0.0292 1.000 1.000
  U25$1               1.000     0.9415     0.0000     0.1258     0.0034 1.000 1.000
  G$1                15.000    15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 1 2 2

 Thresholds
  U11$1               1.000     0.9609     0.0000     0.3097     0.0015 1.000 1.000
  U12$1               1.000     0.7190     0.0000     0.2090     0.0789 1.000 1.000
  U13$1              -1.000    -1.0782     0.0000     0.1730     0.0061 1.000 1.000
  U14$1              -1.000    -0.8241     0.0000     0.1467     0.0309 1.000 1.000
  U15$1              -1.000    -1.2864     0.0000     0.2467     0.0820 1.000 1.000
  U21$1               1.000     0.9609     0.0000     0.3097     0.0015 1.000 1.000
  U22$1               1.000     0.7190     0.0000     0.2090     0.0789 1.000 1.000
  U23$1              -1.000    -1.0782     0.0000     0.1730     0.0061 1.000 1.000
  U24$1              -1.000    -0.8241     0.0000     0.1467     0.0309 1.000 1.000
  U25$1              -1.000    -1.2864     0.0000     0.2467     0.0820 1.000 1.000
  G$1                15.000    15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 1 2 3

 Thresholds
  U11$1               1.000     0.9609     0.0000     0.3097     0.0015 1.000 1.000
  U12$1               1.000     0.7190     0.0000     0.2090     0.0789 1.000 1.000
  U13$1              -1.000    -1.0782     0.0000     0.1730     0.0061 1.000 1.000
  U14$1              -1.000    -0.8241     0.0000     0.1467     0.0309 1.000 1.000
  U15$1              -1.000    -1.2864     0.0000     0.2467     0.0820 1.000 1.000
  U21$1              -1.000    -1.2523     0.0000     0.2788     0.0637 1.000 1.000
  U22$1              -1.000    -0.8944     0.0000     0.2031     0.0112 1.000 1.000
  U23$1              -1.000    -0.9736     0.0000     0.0986     0.0007 1.000 1.000
  U24$1              -1.000    -1.0387     0.0000     0.1099     0.0015 1.000 1.000
  U25$1              -1.000    -0.8377     0.0000     0.0958     0.0263 1.000 1.000
  G$1                15.000    15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 1 3 1

 Thresholds
  U11$1              -1.000    -1.2523     0.0000     0.2788     0.0637 1.000 1.000
  U12$1              -1.000    -0.8944     0.0000     0.2031     0.0112 1.000 1.000
  U13$1              -1.000    -0.9736     0.0000     0.0986     0.0007 1.000 1.000
  U14$1              -1.000    -1.0387     0.0000     0.1099     0.0015 1.000 1.000
  U15$1              -1.000    -0.8377     0.0000     0.0958     0.0263 1.000 1.000
  U21$1               1.000     1.0611     0.0000     0.1006     0.0037 1.000 1.000
  U22$1               1.000     0.9589     0.0000     0.0863     0.0017 1.000 1.000
  U23$1               1.000     0.8599     0.0000     0.1204     0.0196 1.000 1.000
  U24$1               1.000     0.8292     0.0000     0.1075     0.0292 1.000 1.000
  U25$1               1.000     0.9415     0.0000     0.1258     0.0034 1.000 1.000
  G$1                15.000    15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 1 3 2

 Thresholds
  U11$1              -1.000    -1.2523     0.0000     0.2788     0.0637 1.000 1.000
  U12$1              -1.000    -0.8944     0.0000     0.2031     0.0112 1.000 1.000
  U13$1              -1.000    -0.9736     0.0000     0.0986     0.0007 1.000 1.000
  U14$1              -1.000    -1.0387     0.0000     0.1099     0.0015 1.000 1.000
  U15$1              -1.000    -0.8377     0.0000     0.0958     0.0263 1.000 1.000
  U21$1               1.000     0.9609     0.0000     0.3097     0.0015 1.000 1.000
  U22$1               1.000     0.7190     0.0000     0.2090     0.0789 1.000 1.000
  U23$1              -1.000    -1.0782     0.0000     0.1730     0.0061 1.000 1.000
  U24$1              -1.000    -0.8241     0.0000     0.1467     0.0309 1.000 1.000
  U25$1              -1.000    -1.2864     0.0000     0.2467     0.0820 1.000 1.000
  G$1                15.000    15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 1 3 3

 Thresholds
  U11$1              -1.000    -1.2523     0.0000     0.2788     0.0637 1.000 1.000
  U12$1              -1.000    -0.8944     0.0000     0.2031     0.0112 1.000 1.000
  U13$1              -1.000    -0.9736     0.0000     0.0986     0.0007 1.000 1.000
  U14$1              -1.000    -1.0387     0.0000     0.1099     0.0015 1.000 1.000
  U15$1              -1.000    -0.8377     0.0000     0.0958     0.0263 1.000 1.000
  U21$1              -1.000    -1.2523     0.0000     0.2788     0.0637 1.000 1.000
  U22$1              -1.000    -0.8944     0.0000     0.2031     0.0112 1.000 1.000
  U23$1              -1.000    -0.9736     0.0000     0.0986     0.0007 1.000 1.000
  U24$1              -1.000    -1.0387     0.0000     0.1099     0.0015 1.000 1.000
  U25$1              -1.000    -0.8377     0.0000     0.0958     0.0263 1.000 1.000
  G$1                15.000    15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 2 1 1

 Thresholds
  U11$1               1.000     1.0611     0.0000     0.1006     0.0037 1.000 1.000
  U12$1               1.000     0.9589     0.0000     0.0863     0.0017 1.000 1.000
  U13$1               1.000     0.8599     0.0000     0.1204     0.0196 1.000 1.000
  U14$1               1.000     0.8292     0.0000     0.1075     0.0292 1.000 1.000
  U15$1               1.000     0.9415     0.0000     0.1258     0.0034 1.000 1.000
  U21$1               1.000     1.0611     0.0000     0.1006     0.0037 1.000 1.000
  U22$1               1.000     0.9589     0.0000     0.0863     0.0017 1.000 1.000
  U23$1               1.000     0.8599     0.0000     0.1204     0.0196 1.000 1.000
  U24$1               1.000     0.8292     0.0000     0.1075     0.0292 1.000 1.000
  U25$1               1.000     0.9415     0.0000     0.1258     0.0034 1.000 1.000
  G$1               -15.000   -15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 2 1 2

 Thresholds
  U11$1               1.000     1.0611     0.0000     0.1006     0.0037 1.000 1.000
  U12$1               1.000     0.9589     0.0000     0.0863     0.0017 1.000 1.000
  U13$1               1.000     0.8599     0.0000     0.1204     0.0196 1.000 1.000
  U14$1               1.000     0.8292     0.0000     0.1075     0.0292 1.000 1.000
  U15$1               1.000     0.9415     0.0000     0.1258     0.0034 1.000 1.000
  U21$1               1.000     0.9609     0.0000     0.3097     0.0015 1.000 1.000
  U22$1               1.000     0.7190     0.0000     0.2090     0.0789 1.000 1.000
  U23$1              -1.000    -1.0782     0.0000     0.1730     0.0061 1.000 1.000
  U24$1              -1.000    -0.8241     0.0000     0.1467     0.0309 1.000 1.000
  U25$1              -1.000    -1.2864     0.0000     0.2467     0.0820 1.000 1.000
  G$1               -15.000   -15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 2 1 3

 Thresholds
  U11$1               1.000     1.0611     0.0000     0.1006     0.0037 1.000 1.000
  U12$1               1.000     0.9589     0.0000     0.0863     0.0017 1.000 1.000
  U13$1               1.000     0.8599     0.0000     0.1204     0.0196 1.000 1.000
  U14$1               1.000     0.8292     0.0000     0.1075     0.0292 1.000 1.000
  U15$1               1.000     0.9415     0.0000     0.1258     0.0034 1.000 1.000
  U21$1              -1.000    -1.2523     0.0000     0.2788     0.0637 1.000 1.000
  U22$1              -1.000    -0.8944     0.0000     0.2031     0.0112 1.000 1.000
  U23$1              -1.000    -0.9736     0.0000     0.0986     0.0007 1.000 1.000
  U24$1              -1.000    -1.0387     0.0000     0.1099     0.0015 1.000 1.000
  U25$1              -1.000    -0.8377     0.0000     0.0958     0.0263 1.000 1.000
  G$1               -15.000   -15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 2 2 1

 Thresholds
  U11$1               1.000     0.9609     0.0000     0.3097     0.0015 1.000 1.000
  U12$1               1.000     0.7190     0.0000     0.2090     0.0789 1.000 1.000
  U13$1              -1.000    -1.0782     0.0000     0.1730     0.0061 1.000 1.000
  U14$1              -1.000    -0.8241     0.0000     0.1467     0.0309 1.000 1.000
  U15$1              -1.000    -1.2864     0.0000     0.2467     0.0820 1.000 1.000
  U21$1               1.000     1.0611     0.0000     0.1006     0.0037 1.000 1.000
  U22$1               1.000     0.9589     0.0000     0.0863     0.0017 1.000 1.000
  U23$1               1.000     0.8599     0.0000     0.1204     0.0196 1.000 1.000
  U24$1               1.000     0.8292     0.0000     0.1075     0.0292 1.000 1.000
  U25$1               1.000     0.9415     0.0000     0.1258     0.0034 1.000 1.000
  G$1               -15.000   -15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 2 2 2

 Thresholds
  U11$1               1.000     0.9609     0.0000     0.3097     0.0015 1.000 1.000
  U12$1               1.000     0.7190     0.0000     0.2090     0.0789 1.000 1.000
  U13$1              -1.000    -1.0782     0.0000     0.1730     0.0061 1.000 1.000
  U14$1              -1.000    -0.8241     0.0000     0.1467     0.0309 1.000 1.000
  U15$1              -1.000    -1.2864     0.0000     0.2467     0.0820 1.000 1.000
  U21$1               1.000     0.9609     0.0000     0.3097     0.0015 1.000 1.000
  U22$1               1.000     0.7190     0.0000     0.2090     0.0789 1.000 1.000
  U23$1              -1.000    -1.0782     0.0000     0.1730     0.0061 1.000 1.000
  U24$1              -1.000    -0.8241     0.0000     0.1467     0.0309 1.000 1.000
  U25$1              -1.000    -1.2864     0.0000     0.2467     0.0820 1.000 1.000
  G$1               -15.000   -15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 2 2 3

 Thresholds
  U11$1               1.000     0.9609     0.0000     0.3097     0.0015 1.000 1.000
  U12$1               1.000     0.7190     0.0000     0.2090     0.0789 1.000 1.000
  U13$1              -1.000    -1.0782     0.0000     0.1730     0.0061 1.000 1.000
  U14$1              -1.000    -0.8241     0.0000     0.1467     0.0309 1.000 1.000
  U15$1              -1.000    -1.2864     0.0000     0.2467     0.0820 1.000 1.000
  U21$1              -1.000    -1.2523     0.0000     0.2788     0.0637 1.000 1.000
  U22$1              -1.000    -0.8944     0.0000     0.2031     0.0112 1.000 1.000
  U23$1              -1.000    -0.9736     0.0000     0.0986     0.0007 1.000 1.000
  U24$1              -1.000    -1.0387     0.0000     0.1099     0.0015 1.000 1.000
  U25$1              -1.000    -0.8377     0.0000     0.0958     0.0263 1.000 1.000
  G$1               -15.000   -15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 2 3 1

 Thresholds
  U11$1              -1.000    -1.2523     0.0000     0.2788     0.0637 1.000 1.000
  U12$1              -1.000    -0.8944     0.0000     0.2031     0.0112 1.000 1.000
  U13$1              -1.000    -0.9736     0.0000     0.0986     0.0007 1.000 1.000
  U14$1              -1.000    -1.0387     0.0000     0.1099     0.0015 1.000 1.000
  U15$1              -1.000    -0.8377     0.0000     0.0958     0.0263 1.000 1.000
  U21$1               1.000     1.0611     0.0000     0.1006     0.0037 1.000 1.000
  U22$1               1.000     0.9589     0.0000     0.0863     0.0017 1.000 1.000
  U23$1               1.000     0.8599     0.0000     0.1204     0.0196 1.000 1.000
  U24$1               1.000     0.8292     0.0000     0.1075     0.0292 1.000 1.000
  U25$1               1.000     0.9415     0.0000     0.1258     0.0034 1.000 1.000
  G$1               -15.000   -15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 2 3 2

 Thresholds
  U11$1              -1.000    -1.2523     0.0000     0.2788     0.0637 1.000 1.000
  U12$1              -1.000    -0.8944     0.0000     0.2031     0.0112 1.000 1.000
  U13$1              -1.000    -0.9736     0.0000     0.0986     0.0007 1.000 1.000
  U14$1              -1.000    -1.0387     0.0000     0.1099     0.0015 1.000 1.000
  U15$1              -1.000    -0.8377     0.0000     0.0958     0.0263 1.000 1.000
  U21$1               1.000     0.9609     0.0000     0.3097     0.0015 1.000 1.000
  U22$1               1.000     0.7190     0.0000     0.2090     0.0789 1.000 1.000
  U23$1              -1.000    -1.0782     0.0000     0.1730     0.0061 1.000 1.000
  U24$1              -1.000    -0.8241     0.0000     0.1467     0.0309 1.000 1.000
  U25$1              -1.000    -1.2864     0.0000     0.2467     0.0820 1.000 1.000
  G$1               -15.000   -15.0000     0.0000     0.0000     0.0000 1.000 0.000

Latent Class Pattern 2 3 3

 Thresholds
  U11$1              -1.000    -1.2523     0.0000     0.2788     0.0637 1.000 1.000
  U12$1              -1.000    -0.8944     0.0000     0.2031     0.0112 1.000 1.000
  U13$1              -1.000    -0.9736     0.0000     0.0986     0.0007 1.000 1.000
  U14$1              -1.000    -1.0387     0.0000     0.1099     0.0015 1.000 1.000
  U15$1              -1.000    -0.8377     0.0000     0.0958     0.0263 1.000 1.000
  U21$1              -1.000    -1.2523     0.0000     0.2788     0.0637 1.000 1.000
  U22$1              -1.000    -0.8944     0.0000     0.2031     0.0112 1.000 1.000
  U23$1              -1.000    -0.9736     0.0000     0.0986     0.0007 1.000 1.000
  U24$1              -1.000    -1.0387     0.0000     0.1099     0.0015 1.000 1.000
  U25$1              -1.000    -0.8377     0.0000     0.0958     0.0263 1.000 1.000
  G$1               -15.000   -15.0000     0.0000     0.0000     0.0000 1.000 0.000

Categorical Latent Variables

 C1#1     ON
  CG#1                0.500     0.5438     0.0000     0.0340     0.0019 1.000 1.000
  CG#2                0.200     0.2065     0.0000     0.0400     0.0000 1.000 1.000

 C1#2     ON
  CG#1                0.200     0.1910     0.0000     0.0521     0.0001 1.000 1.000
  CG#2                0.500     0.5088     0.0000     0.0939     0.0001 1.000 1.000

 Means
  CG#1                0.500     0.5035     0.0000     0.0112     0.0000 1.000 1.000

Latent Class Pattern 1 1 1

 C2#1     ON
  C1#1                0.500     0.5524     0.0000     0.0447     0.0027 1.000 1.000
  C1#2                0.200     0.2587     0.0000     0.1010     0.0034 1.000 1.000
  C1#3                0.200     0.1383     0.0000     0.0608     0.0038 1.000 1.000

 C2#2     ON
  C1#1                0.200     0.1499     0.0000     0.0769     0.0025 1.000 0.000
  C1#2                0.300     0.1942     0.0000     0.1330     0.0112 1.000 0.000
  C1#3                0.200     0.3948     0.0000     0.1361     0.0379 1.000 1.000

Latent Class Pattern 2 1 1

 C2#1     ON
  C1#1                0.200     0.2204     0.0000     0.0839     0.0004 1.000 1.000
  C1#2                0.300     0.2807     0.0000     0.0529     0.0004 1.000 1.000
  C1#3                0.200     0.2693     0.0000     0.0679     0.0048 1.000 1.000

 C2#2     ON
  C1#1                0.500     0.5303     0.0000     0.1383     0.0009 1.000 1.000
  C1#2                0.200     0.2439     0.0000     0.0957     0.0019 1.000 1.000
  C1#3                0.200     0.0286     0.0000     0.0862     0.0294 0.000 0.000


QUALITY OF NUMERICAL RESULTS

     Average Condition Number for the Information Matrix      0.711E-03
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 1 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 2 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 1 3 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 1 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 2 3


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 1


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 2


     PARAMETER SPECIFICATION FOR LATENT CLASS PATTERN 2 3 3


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  1             2             3             4             5


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                  6             7             8             9            10


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2
              G$1
              ________
 1                  0


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1                 11            12            13            14            15


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3
              G$1
              ________
 1                  0


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              CG#1          CG#2          C1#1          C1#2          C1#3
              ________      ________      ________      ________      ________
 1                 16             0             0             0             0


           ALPHA(C)
              C2#1          C2#2          C2#3
              ________      ________      ________
 1                  0             0             0


           BETA(C)
              CG#1          CG#2
              ________      ________
 C1#1              17            19
 C1#2              18            20
 C1#3               0             0


           BETA(CC) FOR CG#1
              C1#1          C1#2          C1#3
              ________      ________      ________
 C2#1              21            23            25
 C2#2              22            24            26
 C2#3               0             0             0


           BETA(CC) FOR CG#2
              C1#1          C1#2          C1#3
              ________      ________      ________
 C2#1              27            29            31
 C2#2              28            30            32
 C2#3               0             0             0


     STARTING VALUES FOR LATENT CLASS PATTERN 1 1 1


     STARTING VALUES FOR LATENT CLASS PATTERN 1 1 2


     STARTING VALUES FOR LATENT CLASS PATTERN 1 1 3


     STARTING VALUES FOR LATENT CLASS PATTERN 1 2 1


     STARTING VALUES FOR LATENT CLASS PATTERN 1 2 2


     STARTING VALUES FOR LATENT CLASS PATTERN 1 2 3


     STARTING VALUES FOR LATENT CLASS PATTERN 1 3 1


     STARTING VALUES FOR LATENT CLASS PATTERN 1 3 2


     STARTING VALUES FOR LATENT CLASS PATTERN 1 3 3


     STARTING VALUES FOR LATENT CLASS PATTERN 2 1 1


     STARTING VALUES FOR LATENT CLASS PATTERN 2 1 2


     STARTING VALUES FOR LATENT CLASS PATTERN 2 1 3


     STARTING VALUES FOR LATENT CLASS PATTERN 2 2 1


     STARTING VALUES FOR LATENT CLASS PATTERN 2 2 2


     STARTING VALUES FOR LATENT CLASS PATTERN 2 2 3


     STARTING VALUES FOR LATENT CLASS PATTERN 2 3 1


     STARTING VALUES FOR LATENT CLASS PATTERN 2 3 2


     STARTING VALUES FOR LATENT CLASS PATTERN 2 3 3


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              G$1
              ________
 1            -15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              G$1
              ________
 1            -15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3
              G$1
              ________
 1            -15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              G$1
              ________
 1            -15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              G$1
              ________
 1            -15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3
              G$1
              ________
 1            -15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1
              G$1
              ________
 1            -15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2
              G$1
              ________
 1            -15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3
              G$1
              ________
 1            -15.000


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              CG#1          CG#2          C1#1          C1#2          C1#3
              ________      ________      ________      ________      ________
 1              0.500         0.000         0.000         0.000         0.000


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


           BETA(C)
              CG#1          CG#2
              ________      ________
 C1#1           0.500         0.200
 C1#2           0.200         0.500
 C1#3           0.000         0.000


           BETA(CC) FOR CG#1
              C1#1          C1#2          C1#3
              ________      ________      ________
 C2#1           0.500         0.200         0.200
 C2#2           0.200         0.300         0.200
 C2#3           0.000         0.000         0.000


           BETA(CC) FOR CG#2
              C1#1          C1#2          C1#3
              ________      ________      ________
 C2#1           0.200         0.300         0.200
 C2#2           0.500         0.200         0.200
 C2#3           0.000         0.000         0.000


     POPULATION VALUES FOR LATENT CLASS PATTERN 1 1 1


     POPULATION VALUES FOR LATENT CLASS PATTERN 1 1 2


     POPULATION VALUES FOR LATENT CLASS PATTERN 1 1 3


     POPULATION VALUES FOR LATENT CLASS PATTERN 1 2 1


     POPULATION VALUES FOR LATENT CLASS PATTERN 1 2 2


     POPULATION VALUES FOR LATENT CLASS PATTERN 1 2 3


     POPULATION VALUES FOR LATENT CLASS PATTERN 1 3 1


     POPULATION VALUES FOR LATENT CLASS PATTERN 1 3 2


     POPULATION VALUES FOR LATENT CLASS PATTERN 1 3 3


     POPULATION VALUES FOR LATENT CLASS PATTERN 2 1 1


     POPULATION VALUES FOR LATENT CLASS PATTERN 2 1 2


     POPULATION VALUES FOR LATENT CLASS PATTERN 2 1 3


     POPULATION VALUES FOR LATENT CLASS PATTERN 2 2 1


     POPULATION VALUES FOR LATENT CLASS PATTERN 2 2 2


     POPULATION VALUES FOR LATENT CLASS PATTERN 2 2 3


     POPULATION VALUES FOR LATENT CLASS PATTERN 2 3 1


     POPULATION VALUES FOR LATENT CLASS PATTERN 2 3 2


     POPULATION VALUES FOR LATENT CLASS PATTERN 2 3 3


     POPULATION VALUES FOR LATENT CLASS INDICATOR MODEL PART


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 1
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 2
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 1 3
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 1
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 2
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 2 3
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 1
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 2
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 1 3 3
              G$1
              ________
 1             15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 1
              G$1
              ________
 1            -15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 2
              G$1
              ________
 1            -15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 1 3
              G$1
              ________
 1            -15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 1
              G$1
              ________
 1            -15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 2
              G$1
              ________
 1            -15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 2 3
              G$1
              ________
 1            -15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000         1.000         1.000         1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 1
              G$1
              ________
 1            -15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1              1.000         1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 2
              G$1
              ________
 1            -15.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3
              U11$1         U12$1         U13$1         U14$1         U15$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3
              U21$1         U22$1         U23$1         U24$1         U25$1
              ________      ________      ________      ________      ________
 1             -1.000        -1.000        -1.000        -1.000        -1.000


           TAU(U) FOR LATENT CLASS PATTERN 2 3 3
              G$1
              ________
 1            -15.000


     POPULATION VALUES FOR LATENT CLASS REGRESSION MODEL PART


           ALPHA(C)
              CG#1          CG#2          C1#1          C1#2          C1#3
              ________      ________      ________      ________      ________
 1              0.500         0.000         0.000         0.000         0.000


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


           BETA(C)
              CG#1          CG#2
              ________      ________
 C1#1           0.500         0.200
 C1#2           0.200         0.500
 C1#3           0.000         0.000


           BETA(CC) FOR CG#1
              C1#1          C1#2          C1#3
              ________      ________      ________
 C2#1           0.500         0.200         0.200
 C2#2           0.200         0.300         0.200
 C2#3           0.000         0.000         0.000


           BETA(CC) FOR CG#2
              C1#1          C1#2          C1#3
              ________      ________      ________
 C2#1           0.200         0.300         0.200
 C2#2           0.500         0.200         0.200
 C2#3           0.000         0.000         0.000


TECHNICAL 9 OUTPUT

  Error messages for each replication (if any)



SAVEDATA INFORMATION

  Order of variables

    U11
    U12
    U13
    U14
    U15
    U21
    U22
    U23
    U24
    U25
    G
    CG
    C1
    C2

  Save file
    ex8.13.dat

  Save file format           Free
  Save file record length    10000


     Beginning Time:  14:05:12
        Ending Time:  14:05:13
       Elapsed Time:  00:00:01



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

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

Copyright (c) 1998-2014 Muthen & Muthen

Back to examples