Mplus VERSION 7
MUTHEN & MUTHEN
09/22/2012  10:33 PM

INPUT INSTRUCTIONS

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




INPUT READING TERMINATED NORMALLY



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

SUMMARY OF ANALYSIS

Number of groups                                                 1
Number of observations                                        4000

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

Observed dependent variables

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

Observed independent variables
   X           W

Categorical latent variables
   CB          C1          C2

Variables with special functions

  Cluster variable      CLUS

  Within variables
   X

  Between variables
   W


Estimator                                                      MLR
Information matrix                                        OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
  Maximum number of iterations                                 100
  Convergence criterion                                  0.100D-05
Optimization Specifications for the EM Algorithm
  Maximum number of iterations                                 500
  Convergence criteria
    Loglikelihood change                                 0.100D-02
    Relative loglikelihood change                        0.100D-05
    Derivative                                           0.100D-02
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-02
  Basis for M step termination                           ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
  Number of M step iterations                                    1
  M step convergence criterion                           0.100D-02
  Basis for M step termination                           ITERATION
  Maximum value for logit thresholds                            15
  Minimum value for logit thresholds                           -15
  Minimum expected cell size for chi-square              0.100D-01
Optimization algorithm                                         EMA
Integration Specifications
  Type                                                    STANDARD
  Number of integration points                                  15
  Dimensions of numerical integration                            0
  Adaptive quadrature                                           ON
Random Starts Specifications
  Number of initial stage random starts                         20
  Number of final stage optimizations                            4
  Number of initial stage iterations                            10
  Initial stage convergence criterion                    0.100D+01
  Random starts scale                                    0.500D+01
  Random seed for generating random starts                       0
Parameterization                                             LOGIT
Link                                                         LOGIT
Cholesky                                                       OFF

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


SUMMARY OF DATA

     Number of clusters                        200



UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES

    U11
      Category 1    0.564     2255.000
      Category 2    0.436     1745.000
    U12
      Category 1    0.558     2233.000
      Category 2    0.442     1767.000
    U13
      Category 1    0.564     2255.000
      Category 2    0.436     1745.000
    U14
      Category 1    0.575     2300.000
      Category 2    0.425     1700.000
    U21
      Category 1    0.550     2202.000
      Category 2    0.449     1798.000
    U22
      Category 1    0.547     2188.000
      Category 2    0.453     1812.000
    U23
      Category 1    0.562     2246.000
      Category 2    0.438     1754.000
    U24
      Category 1    0.560     2240.000
      Category 2    0.440     1760.000


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

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

          -20716.373  127215           9
          -20716.373  650371           14
          -20716.376  68985            17
          -20716.376  93468            3



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


THE MODEL ESTIMATION TERMINATED NORMALLY



MODEL FIT INFORMATION

Number of Free Parameters                       18

Loglikelihood

          H0 Value                      -20716.373
          H0 Scaling Correction Factor      0.9495
            for MLR

Information Criteria

          Akaike (AIC)                   41468.746
          Bayesian (BIC)                 41582.038
          Sample-Size Adjusted BIC       41524.842
            (n* = (n + 2) / 24)



MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER

   CB  C1  C2

  Latent Class Variable Patterns

         CB        C1        C2
      Class     Class     Class

         1         1         1
         1         1         2
         1         2         1
         1         2         2
         2         1         1
         2         1         2
         2         2         1
         2         2         2


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

  Latent Class
    Pattern

   1 1 1        651.03909          0.16276
   1 1 2        528.88461          0.13222
   1 2 1        482.84086          0.12071
   1 2 2        736.66963          0.18417
   2 1 1         96.31290          0.02408
   2 1 2         84.84968          0.02121
   2 2 1        255.38212          0.06385
   2 2 2       1164.02112          0.29101


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

  Latent Class
    Variable    Class

    CB             1      2399.43408          0.59986
                   2      1600.56580          0.40014
    C1             1      1361.08630          0.34027
                   2      2638.91382          0.65973
    C2             1      1485.57483          0.37139
                   2      2514.42505          0.62861


CLASSIFICATION QUALITY

     Entropy                         0.687


CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN

Class Counts and Proportions

  Latent Class
    Pattern

   1 1 1              683          0.17075
   1 1 2              465          0.11625
   1 2 1              443          0.11075
   1 2 2              780          0.19500
   2 1 1               92          0.02300
   2 1 2               32          0.00800
   2 2 1              223          0.05575
   2 2 2             1282          0.32050


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

  Latent Class Variable Patterns

  Latent Class         CB        C1        C2
   Pattern No.      Class     Class     Class

         1             1         1         1
         2             1         1         2
         3             1         2         1
         4             1         2         2
         5             2         1         1
         6             2         1         2
         7             2         2         1
         8             2         2         2

           1        2        3        4        5        6        7        8

    1   0.739    0.108    0.115    0.021    0.008    0.001    0.005    0.003
    2   0.129    0.706    0.019    0.127    0.001    0.007    0.000    0.010
    3   0.133    0.019    0.696    0.129    0.001    0.000    0.016    0.007
    4   0.020    0.131    0.087    0.730    0.000    0.000    0.001    0.030
    5   0.045    0.005    0.003    0.000    0.635    0.076    0.156    0.080
    6   0.014    0.093    0.000    0.002    0.084    0.635    0.005    0.167
    7   0.013    0.001    0.030    0.002    0.076    0.005    0.682    0.192
    8   0.003    0.010    0.009    0.028    0.010    0.040    0.061    0.839


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

  Latent Class
    Variable    Class

    CB             1            2371          0.59275
                   2            1629          0.40725
    C1             1            1272          0.31800
                   2            2728          0.68200
    C2             1            1441          0.36025
                   2            2559          0.63975


MODEL RESULTS

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

Within Level

Between Level

Latent Class Pattern 1 1 1

 Thresholds
    U11$1             -1.031      0.065    -15.960      0.000
    U12$1             -1.032      0.063    -16.351      0.000
    U13$1             -1.055      0.068    -15.494      0.000
    U14$1             -1.050      0.066    -15.834      0.000
    U21$1             -1.031      0.065    -15.960      0.000
    U22$1             -1.032      0.063    -16.351      0.000
    U23$1             -1.055      0.068    -15.494      0.000
    U24$1             -1.050      0.066    -15.834      0.000

Latent Class Pattern 1 1 2

 Thresholds
    U11$1             -1.031      0.065    -15.960      0.000
    U12$1             -1.032      0.063    -16.351      0.000
    U13$1             -1.055      0.068    -15.494      0.000
    U14$1             -1.050      0.066    -15.834      0.000
    U21$1              0.943      0.037     25.453      0.000
    U22$1              0.909      0.040     22.455      0.000
    U23$1              0.998      0.042     23.850      0.000
    U24$1              1.034      0.042     24.616      0.000

Latent Class Pattern 1 2 1

 Thresholds
    U11$1              0.943      0.037     25.453      0.000
    U12$1              0.909      0.040     22.455      0.000
    U13$1              0.998      0.042     23.850      0.000
    U14$1              1.034      0.042     24.616      0.000
    U21$1             -1.031      0.065    -15.960      0.000
    U22$1             -1.032      0.063    -16.351      0.000
    U23$1             -1.055      0.068    -15.494      0.000
    U24$1             -1.050      0.066    -15.834      0.000

Latent Class Pattern 1 2 2

 Thresholds
    U11$1              0.943      0.037     25.453      0.000
    U12$1              0.909      0.040     22.455      0.000
    U13$1              0.998      0.042     23.850      0.000
    U14$1              1.034      0.042     24.616      0.000
    U21$1              0.943      0.037     25.453      0.000
    U22$1              0.909      0.040     22.455      0.000
    U23$1              0.998      0.042     23.850      0.000
    U24$1              1.034      0.042     24.616      0.000

Latent Class Pattern 2 1 1

 Thresholds
    U11$1             -1.031      0.065    -15.960      0.000
    U12$1             -1.032      0.063    -16.351      0.000
    U13$1             -1.055      0.068    -15.494      0.000
    U14$1             -1.050      0.066    -15.834      0.000
    U21$1             -1.031      0.065    -15.960      0.000
    U22$1             -1.032      0.063    -16.351      0.000
    U23$1             -1.055      0.068    -15.494      0.000
    U24$1             -1.050      0.066    -15.834      0.000

Latent Class Pattern 2 1 2

 Thresholds
    U11$1             -1.031      0.065    -15.960      0.000
    U12$1             -1.032      0.063    -16.351      0.000
    U13$1             -1.055      0.068    -15.494      0.000
    U14$1             -1.050      0.066    -15.834      0.000
    U21$1              0.943      0.037     25.453      0.000
    U22$1              0.909      0.040     22.455      0.000
    U23$1              0.998      0.042     23.850      0.000
    U24$1              1.034      0.042     24.616      0.000

Latent Class Pattern 2 2 1

 Thresholds
    U11$1              0.943      0.037     25.453      0.000
    U12$1              0.909      0.040     22.455      0.000
    U13$1              0.998      0.042     23.850      0.000
    U14$1              1.034      0.042     24.616      0.000
    U21$1             -1.031      0.065    -15.960      0.000
    U22$1             -1.032      0.063    -16.351      0.000
    U23$1             -1.055      0.068    -15.494      0.000
    U24$1             -1.050      0.066    -15.834      0.000

Latent Class Pattern 2 2 2

 Thresholds
    U11$1              0.943      0.037     25.453      0.000
    U12$1              0.909      0.040     22.455      0.000
    U13$1              0.998      0.042     23.850      0.000
    U14$1              1.034      0.042     24.616      0.000
    U21$1              0.943      0.037     25.453      0.000
    U22$1              0.909      0.040     22.455      0.000
    U23$1              0.998      0.042     23.850      0.000
    U24$1              1.034      0.042     24.616      0.000

Categorical Latent Variables

Within Level

 C2#1     ON
    C1#1               1.370      0.354      3.864      0.000

 C2#1       ON
    X                 -1.046      0.066    -15.730      0.000

 C1#1       ON
    X                 -0.627      0.053    -11.848      0.000

 Intercepts
    C1#1              -2.217      0.153    -14.536      0.000
    C2#1              -1.770      0.140    -12.684      0.000

Latent Class Pattern 1 1 1

 C2#1     ON
    C1#1              -1.213      0.391     -3.103      0.002

Between Level

 C1#1       ON
    CB#1               2.179      0.145     15.035      0.000

 C2#1       ON
    CB#1               1.552      0.161      9.630      0.000

 CB#1       ON
    W                 -0.946      0.192     -4.936      0.000

 Intercepts
    CB#1               0.474      0.178      2.662      0.008


LOGISTIC REGRESSION ODDS RATIO RESULTS

Categorical Latent Variables

Within Level

 C2#1     ON
    X                  0.351

 C1#1     ON
    X                  0.534

Between Level


QUALITY OF NUMERICAL RESULTS

     Condition Number for the Information Matrix              0.210E-02
       (ratio of smallest to largest eigenvalue)


TECHNICAL 1 OUTPUT


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


     PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)


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


           ALPHA(C)
              C2#2
              ________
 1                  0


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


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


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


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


     PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART (BETWEEN)


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


           ALPHA(C)
              C2#2
              ________
 1                  0


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


     STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART (BETWEEN)


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


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


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)


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


           ALPHA(C)
              C2#2
              ________
 1              0.000


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


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


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


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


     STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (BETWEEN)


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


           ALPHA(C)
              C2#2
              ________
 1              0.000


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


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


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


TECHNICAL 8 OUTPUT


  INITIAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.21513325D+05    0.0000000    0.0000000    504.876   473.488    EM
                                                    491.313   530.322
                                                    504.876   473.488
                                                    491.313   530.322
     2 -0.21201693D+05  311.6327149    0.0144856    519.001   439.479    EM
                                                    471.148   570.372
                                                    519.001   439.479
                                                    471.148   570.372
     3 -0.21008535D+05  193.1574845    0.0091105    526.375   411.450    EM
                                                    451.578   610.597
                                                    526.375   411.450
                                                    451.578   610.597
     4 -0.20941630D+05   66.9048258    0.0031846    526.112   391.914    EM
                                                    436.913   645.061
                                                    526.112   391.914
                                                    436.913   645.061
     5 -0.20921926D+05   19.7041981    0.0009409    521.006   378.265    EM
                                                    426.164   674.565
                                                    521.006   378.265
                                                    426.164   674.565
     6 -0.20913287D+05    8.6393700    0.0004129    513.355   368.227    EM
                                                    418.023   700.395
                                                    513.355   368.227
                                                    418.023   700.395
     7 -0.20907466D+05    5.8210211    0.0002783    504.544   360.444    EM
                                                    411.630   723.381
                                                    504.544   360.444
                                                    411.630   723.381
     8 -0.20902841D+05    4.6245530    0.0002212    495.341   354.158    EM
                                                    406.461   744.040
                                                    495.341   354.158
                                                    406.461   744.040
     9 -0.20898993D+05    3.8478757    0.0001841    486.167   348.929    EM
                                                    402.183   762.721
                                                    486.167   348.929
                                                    402.183   762.721
    10 -0.20895746D+05    3.2474357    0.0001554    477.259   344.490    EM
                                                    398.577   779.675
                                                    477.259   344.490
                                                    398.577   779.675


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26906021D+05    0.0000000    0.0000000   1363.850  1273.978    EM
                                                   1082.473   164.836
                                                     41.421    40.152
                                                     14.478    18.811
     2 -0.21573293D+05 5332.7278959    0.1981983   1332.600  1172.420    EM
                                                    981.543   183.498
                                                    100.643   106.659
                                                     45.749    76.888
     3 -0.21263297D+05  309.9960952    0.0143694   1130.016   873.868    EM
                                                    729.150   157.587
                                                    317.527   316.150
                                                    191.101   284.600
     4 -0.21052335D+05  210.9616106    0.0099214    989.393   642.519    EM
                                                    505.328   124.870
                                                    466.654   442.566
                                                    343.977   484.694
     5 -0.20904570D+05  147.7655070    0.0070190    946.840   509.903    EM
                                                    359.651   102.378
                                                    531.857   485.949
                                                    446.140   617.282
     6 -0.20815947D+05   88.6226115    0.0042394    961.454   439.007    EM
                                                    276.779    92.903
                                                    555.041   491.429
                                                    496.242   687.144
     7 -0.20770913D+05   45.0341782    0.0021634    992.292   397.139    EM
                                                    227.000    91.425
                                                    567.284   487.158
                                                    517.449   720.254
     8 -0.20748945D+05   21.9681398    0.0010576   1022.594   369.506    EM
                                                    194.659    93.593
                                                    578.575   481.909
                                                    525.363   733.802
     9 -0.20737634D+05   11.3110900    0.0005451   1047.930   349.607    EM
                                                    172.372    96.851
                                                    590.575   477.814
                                                    527.657   737.195
    10 -0.20731231D+05    6.4024928    0.0003087   1068.104   334.408    EM
                                                    156.294    99.953
                                                    602.902   475.113
                                                    527.792   735.433


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.31501733D+05    0.0000000    0.0000000    931.783   999.148    EM
                                                    412.265   141.534
                                                    330.612   482.699
                                                    488.388   213.570
     2 -0.22127322D+05 9374.4112827    0.2975840   1099.784   952.130    EM
                                                    376.710   122.359
                                                    290.720   437.683
                                                    486.081   234.533
     3 -0.21649020D+05  478.3023846    0.0216159   1135.115   801.521    EM
                                                    310.589   113.807
                                                    305.371   449.038
                                                    552.453   332.106
     4 -0.21286697D+05  362.3223031    0.0167362   1110.672   629.409    EM
                                                    247.500   113.236
                                                    357.504   464.467
                                                    609.921   467.291
     5 -0.20986754D+05  299.9434644    0.0140907   1088.283   502.623    EM
                                                    207.601   119.026
                                                    422.583   467.607
                                                    613.232   579.044
     6 -0.20826015D+05  160.7384272    0.0076590   1078.580   424.013    EM
                                                    182.602   122.382
                                                    480.105   471.134
                                                    593.146   648.038
     7 -0.20762706D+05   63.3094954    0.0030399   1080.147   377.102    EM
                                                    165.182   122.446
                                                    523.041   473.414
                                                    572.321   686.347
     8 -0.20739583D+05   23.1229794    0.0011137   1086.993   348.108    EM
                                                    152.107   121.068
                                                    554.877   474.270
                                                    556.607   705.969
     9 -0.20730434D+05    9.1488075    0.0004411   1095.181   329.116    EM
                                                    141.867   119.184
                                                    579.513   474.465
                                                    545.922   714.752
    10 -0.20726148D+05    4.2862475    0.0002068   1103.124   315.923    EM
                                                    133.635   117.185
                                                    599.363   474.464
                                                    538.945   717.361


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26384814D+05    0.0000000    0.0000000    331.371   225.757    EM
                                                    424.151    43.634
                                                   1805.055   484.477
                                                    477.807   207.749
     2 -0.21560634D+05 4824.1800869    0.1828393    319.936   191.306    EM
                                                    187.972    35.676
                                                   2011.763   507.832
                                                    459.555   285.959
     3 -0.21153071D+05  407.5624065    0.0189031    336.365   228.024    EM
                                                    226.873    71.277
                                                   1926.453   489.491
                                                    405.162   316.356
     4 -0.20942201D+05  210.8702476    0.0099688    395.324   290.280    EM
                                                    299.914   142.403
                                                   1799.265   441.228
                                                    333.374   298.212
     5 -0.20848827D+05   93.3743407    0.0044587    494.179   368.142    EM
                                                    392.513   247.459
                                                   1629.355   375.617
                                                    253.924   238.811
     6 -0.20793518D+05   55.3090202    0.0026529    597.300   432.856    EM
                                                    469.083   355.961
                                                   1461.533   317.295
                                                    188.445   177.528
     7 -0.20757203D+05   36.3150860    0.0017465    673.825   471.415    EM
                                                    514.107   442.332
                                                   1338.490   279.110
                                                    145.029   135.692
     8 -0.20736110D+05   21.0924600    0.0010162    719.636   489.475    EM
                                                    534.567   502.306
                                                   1264.445   258.449
                                                    118.782   112.340
     9 -0.20725781D+05   10.3290004    0.0004981    743.580   495.732    EM
                                                    541.110   542.012
                                                   1224.804   248.905
                                                    103.365   100.492
    10 -0.20721135D+05    4.6466131    0.0002242    755.165   496.576    EM
                                                    541.495   568.564
                                                   1204.125   245.176
                                                     94.211    94.688


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.23808713D+05    0.0000000    0.0000000    514.096   218.838    EM
                                                    621.678    14.598
                                                    850.512   781.888
                                                    774.561   223.829
     2 -0.21855291D+05 1953.4219383    0.0820465    339.993   146.271    EM
                                                    385.116    18.054
                                                   1068.500   897.241
                                                    828.313   316.511
     3 -0.21674723D+05  180.5684237    0.0082620    216.538    83.927    EM
                                                    209.582    19.201
                                                   1281.576   933.976
                                                    804.092   451.107
     4 -0.21490997D+05  183.7258071    0.0084765    201.130    63.469    EM
                                                    153.471    23.198
                                                   1400.294   861.821
                                                    705.561   591.056
     5 -0.21272383D+05  218.6137721    0.0101723    264.803    63.546    EM
                                                    143.052    29.526
                                                   1434.719   742.325
                                                    599.878   722.149
     6 -0.21076588D+05  195.7950650    0.0092042    440.434    85.756    EM
                                                    156.956    38.512
                                                   1341.583   622.655
                                                    517.288   796.815
     7 -0.20932003D+05  144.5852257    0.0068600    677.491   122.629    EM
                                                    165.726    49.594
                                                   1170.569   534.682
                                                    467.835   811.473
     8 -0.20833894D+05   98.1095693    0.0046871    874.083   162.630    EM
                                                    159.733    61.271
                                                   1013.992   485.727
                                                    448.100   794.464
     9 -0.20775662D+05   58.2318309    0.0027951   1003.362   199.098    EM
                                                    146.368    72.406
                                                    901.919   462.157
                                                    448.156   766.536
    10 -0.20744706D+05   30.9561467    0.0014900   1077.101   226.418    EM
                                                    132.409    81.134
                                                    831.421   453.190
                                                    458.563   739.764


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.35666905D+05    0.0000000    0.0000000    497.163    60.234    EM
                                                     27.629   484.022
                                                   1483.376   344.220
                                                    338.088   765.267
     2 -0.22108754D+05 ************    0.3801325    538.214   105.135    EM
                                                     39.440   447.817
                                                   1559.513   466.383
                                                    377.810   465.688
     3 -0.21975725D+05  133.0288800    0.0060170    531.714   104.887    EM
                                                     39.267   450.819
                                                   1565.469   468.300
                                                    382.096   457.447
     4 -0.21802455D+05  173.2700045    0.0078846    568.933   112.414    EM
                                                     41.769   500.718
                                                   1514.383   451.141
                                                    358.933   451.710
     5 -0.21521429D+05  281.0257543    0.0128896    668.661   134.260    EM
                                                     53.616   652.362
                                                   1375.451   407.193
                                                    304.847   403.610
     6 -0.21209201D+05  312.2279208    0.0145078    736.434   160.223    EM
                                                     75.532   813.544
                                                   1258.396   372.939
                                                    256.061   326.871
     7 -0.21005687D+05  203.5143082    0.0095956    727.303   185.718    EM
                                                    107.159   894.718
                                                   1223.371   365.172
                                                    232.288   264.272
     8 -0.20902151D+05  103.5361424    0.0049290    708.961   218.484    EM
                                                    153.036   927.251
                                                   1200.230   359.054
                                                    215.848   217.136
     9 -0.20843418D+05   58.7329371    0.0028099    699.812   257.242    EM
                                                    212.778   932.037
                                                   1169.475   347.520
                                                    197.968   183.169
    10 -0.20802721D+05   40.6967231    0.0019525    694.696   297.425    EM
                                                    278.391   918.370
                                                   1138.568   334.005
                                                    179.409   159.138


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.34380729D+05    0.0000000    0.0000000   1052.968   338.558    EM
                                                    790.786   903.261
                                                    260.651   417.788
                                                     89.175   146.814
     2 -0.21594671D+05 ************    0.3718961   1084.886   409.526    EM
                                                    778.043   942.894
                                                    261.164   309.848
                                                     95.445   118.193
     3 -0.21182133D+05  412.5373235    0.0191037   1027.008   439.126    EM
                                                    746.922   993.503
                                                    298.991   280.412
                                                    104.638   109.399
     4 -0.21036237D+05  145.8963952    0.0068877    926.521   441.062    EM
                                                    708.694  1037.968
                                                    366.148   284.112
                                                    123.233   112.262
     5 -0.20956074D+05   80.1635777    0.0038107    805.291   423.155    EM
                                                    662.353  1068.917
                                                    454.042   306.260
                                                    154.156   125.827
     6 -0.20903288D+05   52.7858268    0.0025189    686.327   395.628    EM
                                                    613.491  1087.262
                                                    542.843   334.032
                                                    193.128   147.289
     7 -0.20866975D+05   36.3123819    0.0017372    579.622   364.515    EM
                                                    565.862  1094.112
                                                    621.743   362.897
                                                    235.854   175.396
     8 -0.20840938D+05   26.0375612    0.0012478    488.593   332.704    EM
                                                    522.398  1091.947
                                                    685.992   391.444
                                                    277.859   209.063
     9 -0.20821087D+05   19.8509935    0.0009525    412.642   301.947    EM
                                                    484.177  1083.942
                                                    735.697   418.481
                                                    316.100   247.014
    10 -0.20804839D+05   16.2482114    0.0007804    349.945   273.418    EM
                                                    451.076  1073.319
                                                    772.609   442.763
                                                    349.259   287.611


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.38793052D+05    0.0000000    0.0000000     37.426   948.666    EM
                                                    248.839  1044.539
                                                    146.510   187.071
                                                    594.201   792.749
     2 -0.21871739D+05 ************    0.4361944     36.881   664.799    EM
                                                    220.948   867.204
                                                    179.718   263.642
                                                    717.740  1049.067
     3 -0.21360415D+05  511.3235501    0.0233783     40.725   453.430    EM
                                                    182.660   677.062
                                                    256.474   339.713
                                                    789.177  1260.758
     4 -0.21105829D+05  254.5860762    0.0119186     47.461   320.855    EM
                                                    153.634   582.112
                                                    341.986   402.886
                                                    779.691  1371.375
     5 -0.20972160D+05  133.6693034    0.0063333     49.998   234.231    EM
                                                    137.291   575.499
                                                    423.939   450.279
                                                    735.176  1393.586
     6 -0.20892488D+05   79.6716826    0.0037989     48.611   179.176    EM
                                                    143.442   679.054
                                                    491.224   480.777
                                                    670.631  1307.085
     7 -0.20821820D+05   70.6682284    0.0033825     50.607   148.233    EM
                                                    169.644   860.884
                                                    533.745   493.574
                                                    597.418  1145.895
     8 -0.20768152D+05   53.6677669    0.0025775     57.086   128.992    EM
                                                    197.085  1017.413
                                                    555.501   497.446
                                                    541.534  1004.943
     9 -0.20740442D+05   27.7098897    0.0013342     63.711   113.456    EM
                                                    216.403  1109.124
                                                    568.853   501.718
                                                    509.559   917.176
    10 -0.20728483D+05   11.9591427    0.0005766     68.892   101.621    EM
                                                    227.642  1152.140
                                                    579.449   507.505
                                                    494.363   868.388


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.30480752D+05    0.0000000    0.0000000    326.406   717.964    EM
                                                   1616.771   846.018
                                                    109.847    26.035
                                                    247.302   109.656
     2 -0.22309934D+05 8170.8185307    0.2680649    269.659   906.936    EM
                                                   1694.348   818.807
                                                     71.618    22.182
                                                    157.968    58.482
     3 -0.22057748D+05  252.1856330    0.0113037    226.209  1022.165    EM
                                                   1722.026   770.702
                                                     64.608    22.886
                                                    131.064    40.339
     4 -0.21973696D+05   84.0519148    0.0038105    196.394  1095.590    EM
                                                   1737.285   731.915
                                                     64.834    24.380
                                                    118.500    31.101
     5 -0.21914303D+05   59.3929903    0.0027029    174.694  1148.809    EM
                                                   1731.520   702.105
                                                     72.315    28.351
                                                    115.751    26.455
     6 -0.21848637D+05   65.6661998    0.0029965    161.161  1181.225    EM
                                                   1692.150   686.608
                                                     91.781    37.272
                                                    124.151    25.655
     7 -0.21758357D+05   90.2801490    0.0041321    157.491  1175.999    EM
                                                   1594.418   692.092
                                                    138.675    57.981
                                                    152.669    30.675
     8 -0.21618778D+05  139.5782915    0.0064149    159.697  1076.043    EM
                                                   1376.437   710.255
                                                    272.061   116.469
                                                    236.851    52.186
     9 -0.21383829D+05  234.9497721    0.0108679    141.896   793.631    EM
                                                    986.210   692.793
                                                    589.864   269.384
                                                    408.509   117.713
    10 -0.21124745D+05  259.0833609    0.0121159    139.960   580.874    EM
                                                    745.131   711.167
                                                    791.901   387.417
                                                    456.996   186.553


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.38785638D+05    0.0000000    0.0000000    958.786   381.535    EM
                                                   1556.063   984.011
                                                     12.776     7.964
                                                     48.364    50.500
     2 -0.21281163D+05 ************    0.4513133    992.542   533.171    EM
                                                   1156.933   991.214
                                                     26.187    24.959
                                                    102.059   172.935
     3 -0.20963711D+05  317.4517704    0.0149170    928.637   550.736    EM
                                                    830.104   831.409
                                                     60.842    65.750
                                                    224.679   507.843
     4 -0.20805762D+05  157.9485795    0.0075344    834.229   508.666    EM
                                                    599.597   647.770
                                                    100.514   113.875
                                                    332.835   862.514
     5 -0.20751855D+05   53.9071523    0.0025910    803.929   511.236    EM
                                                    526.970   610.407
                                                    109.860   125.421
                                                    337.306   974.872
     6 -0.20735861D+05   15.9941552    0.0007707    783.109   514.863    EM
                                                    494.338   601.775
                                                    113.888   128.512
                                                    330.513  1033.002
     7 -0.20729614D+05    6.2467539    0.0003013    767.203   518.083    EM
                                                    479.844   605.476
                                                    115.264   127.645
                                                    321.443  1065.043
     8 -0.20726360D+05    3.2542270    0.0001570    754.050   520.326    EM
                                                    473.614   613.786
                                                    115.305   125.075
                                                    312.981  1084.863
     9 -0.20724230D+05    2.1301994    0.0001028    742.802   521.844    EM
                                                    471.307   623.596
                                                    114.613   121.834
                                                    305.639  1098.366
    10 -0.20722653D+05    1.5765515    0.0000761    733.000   522.916    EM
                                                    470.877   633.582
                                                    113.524   118.428
                                                    299.375  1108.297


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10


  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.30071070D+05    0.0000000    0.0000000   2996.370   907.081    EM
                                                      5.989     8.889
                                                     51.176    22.288
                                                      5.112     3.096
     2 -0.22129521D+05 7941.5491826    0.2640927   3170.351   674.847    EM
                                                     36.978     5.286
                                                     71.682    19.723
                                                     17.961     3.172
     3 -0.22015902D+05  113.6189069    0.0051343   3234.851   625.372    EM
                                                     36.315     4.652
                                                     63.962    16.267
                                                     15.972     2.609
     4 -0.21979577D+05   36.3256823    0.0016500   3268.964   599.468    EM
                                                     35.753     4.221
                                                     59.623    14.658
                                                     14.989     2.324
     5 -0.21961726D+05   17.8508224    0.0008122   3284.930   586.579    EM
                                                     35.316     3.890
                                                     57.967    14.212
                                                     14.880     2.226
     6 -0.21947183D+05   14.5424239    0.0006622   3283.531   582.790    EM
                                                     35.047     3.631
                                                     60.796    15.387
                                                     16.397     2.420
     7 -0.21925253D+05   21.9303183    0.0009992   3248.895   587.771    EM
                                                     35.090     3.487
                                                     76.824    21.221
                                                     23.166     3.546
     8 -0.21878782D+05   46.4705021    0.0021195   3099.530   591.684    EM
                                                     35.101     3.524
                                                    152.773    50.103
                                                     57.274    10.012
     9 -0.21756892D+05  121.8900439    0.0055712   2514.607   509.427    EM
                                                     29.958     3.257
                                                    469.549   192.167
                                                    229.574    51.460
    10 -0.21522684D+05  234.2083483    0.0107648   1734.409   352.158    EM
                                                     21.959     2.697
                                                    851.674   402.749
                                                    484.837   149.517


  FINAL STAGE ITERATIONS


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.26384814D+05    0.0000000    0.0000000    331.371   225.757    EM
                                                    424.151    43.634
                                                   1805.055   484.477
                                                    477.807   207.749
     2 -0.21560634D+05 4824.1800869    0.1828393    319.936   191.306    EM
                                                    187.972    35.676
                                                   2011.763   507.832
                                                    459.555   285.959
     3 -0.21153071D+05  407.5624065    0.0189031    336.365   228.024    EM
                                                    226.873    71.277
                                                   1926.453   489.491
                                                    405.162   316.356
     4 -0.20942201D+05  210.8702476    0.0099688    395.324   290.280    EM
                                                    299.914   142.403
                                                   1799.265   441.228
                                                    333.374   298.212
     5 -0.20848827D+05   93.3743407    0.0044587    494.179   368.142    EM
                                                    392.513   247.459
                                                   1629.355   375.617
                                                    253.924   238.811
     6 -0.20793518D+05   55.3090202    0.0026529    597.300   432.856    EM
                                                    469.083   355.961
                                                   1461.533   317.295
                                                    188.445   177.528
     7 -0.20757203D+05   36.3150860    0.0017465    673.825   471.415    EM
                                                    514.107   442.332
                                                   1338.490   279.110
                                                    145.029   135.692
     8 -0.20736110D+05   21.0924600    0.0010162    719.636   489.475    EM
                                                    534.567   502.306
                                                   1264.445   258.449
                                                    118.782   112.340
     9 -0.20725781D+05   10.3290004    0.0004981    743.580   495.732    EM
                                                    541.110   542.012
                                                   1224.804   248.905
                                                    103.365   100.492
    10 -0.20721135D+05    4.6466131    0.0002242    755.165   496.576    EM
                                                    541.495   568.564
                                                   1204.125   245.176
                                                     94.211    94.688
    11 -0.20719010D+05    2.1246694    0.0001025    760.343   495.357    EM
                                                    539.755   586.841
                                                   1192.855   244.180
                                                     88.679    91.990
    12 -0.20717969D+05    1.0406633    0.0000502    762.228   493.570    EM
                                                    537.609   599.840
                                                   1186.177   244.368
                                                     85.304    90.904
    13 -0.20717414D+05    0.5549834    0.0000268    762.373   491.809    EM
                                                    535.667   609.378
                                                   1181.847   245.021
                                                     83.251    90.654
    14 -0.20717092D+05    0.3217599    0.0000155    761.574   490.272    EM
                                                    534.087   616.571
                                                   1178.815   245.821
                                                     82.032    90.827
    15 -0.20716892D+05    0.2008660    0.0000097    760.266   488.999    EM
                                                    532.860   622.128
                                                   1176.562   246.634
                                                     81.349    91.202
    16 -0.20716758D+05    0.1333303    0.0000064    758.701   487.969    EM
                                                    531.928   626.509
                                                   1174.814   247.408
                                                     81.013    91.657
    17 -0.20716665D+05    0.0929054    0.0000045    757.032   487.145    EM
                                                    531.227   630.027
                                                   1173.411   248.125
                                                     80.904    92.128
    18 -0.20716598D+05    0.0671841    0.0000032    755.353   486.488    EM
                                                    530.703   632.895
                                                   1172.257   248.782
                                                     80.940    92.581
    19 -0.20716548D+05    0.0499444    0.0000024    753.721   485.962    EM
                                                    530.311   635.265
                                                   1171.289   249.382
                                                     81.069    93.000
    20 -0.20716510D+05    0.0378857    0.0000018    752.171   485.539    EM
                                                    530.017   637.247
                                                   1170.464   249.928
                                                     81.253    93.380
    21 -0.20716481D+05    0.0291608    0.0000014    750.721   485.196    EM
                                                    529.795   638.920
                                                   1169.753   250.425
                                                     81.469    93.720
    22 -0.20716459D+05    0.0226814    0.0000011    749.380   484.915    EM
                                                    529.627   640.345
                                                   1169.133   250.878
                                                     81.700    94.022
    23 -0.20716441D+05    0.0177744    0.0000009    748.149   484.684    EM
                                                    529.498   641.569
                                                   1168.590   251.289
                                                     81.934    94.288
    24 -0.20716427D+05    0.0140039    0.0000007    747.025   484.490    EM
                                                    529.398   642.625
                                                   1168.112   251.663
                                                     82.164    94.522
    25 -0.20716416D+05    0.0110759    0.0000005    746.005   484.327    EM
                                                    529.320   643.543
                                                   1167.688   252.003
                                                     82.386    94.728
    26 -0.20716407D+05    0.0087845    0.0000004    745.083   484.189    EM
                                                    529.258   644.343
                                                   1167.311   252.311
                                                     82.596    94.909
    27 -0.20716400D+05    0.0069812    0.0000003    744.250   484.070    EM
                                                    529.208   645.044
                                                   1166.976   252.590
                                                     82.792    95.068
    28 -0.20716394D+05    0.0055562    0.0000003    743.500   483.968    EM
                                                    529.167   645.661
                                                   1166.678   252.843
                                                     82.975    95.208
    29 -0.20716390D+05    0.0044269    0.0000002    742.826   483.879    EM
                                                    529.134   646.204
                                                   1166.411   253.071
                                                     83.144    95.332
    30 -0.20716386D+05    0.0035300    0.0000002    742.221   483.801    EM
                                                    529.106   646.683
                                                   1166.173   253.277
                                                     83.298    95.440
    31 -0.20716384D+05    0.0028164    0.0000001    741.678   483.733    EM
                                                    529.082   647.108
                                                   1165.960   253.463
                                                     83.440    95.536
    32 -0.20716381D+05    0.0022481    0.0000001    741.192   483.672    EM
                                                    529.062   647.484
                                                   1165.769   253.631
                                                     83.568    95.621
    33 -0.20716380D+05    0.0017951    0.0000001    740.756   483.619    EM
                                                    529.045   647.819
                                                   1165.598   253.782
                                                     83.685    95.696
    34 -0.20716378D+05    0.0014338    0.0000001    740.366   483.572    EM
                                                    529.030   648.116
                                                   1165.446   253.917
                                                     83.791    95.763
    35 -0.20716377D+05    0.0011454    0.0000001    740.017   483.530    EM
                                                    529.017   648.380
                                                   1165.309   254.039
                                                     83.886    95.822
    36 -0.20716376D+05    0.0009152    0.0000000    739.704   483.493    EM
                                                    529.006   648.615
                                                   1165.187   254.149
                                                     83.973    95.874


  TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9




  ITER  LOGLIKELIHOOD    ABS CHANGE   REL CHANGE      CLASS COUNTS    ALGORITHM
     1 -0.38785638D+05    0.0000000    0.0000000    958.786   381.535    EM
                                                   1556.063   984.011
                                                     12.776     7.964
                                                     48.364    50.500
     2 -0.21281163D+05 ************    0.4513133    992.542   533.171    EM
                                                   1156.933   991.214
                                                     26.187    24.959
                                                    102.059   172.935
     3 -0.20963711D+05  317.4517704    0.0149170    928.637   550.736    EM
                                                    830.104   831.409
                                                     60.842    65.750
                                                    224.679   507.843
     4 -0.20805762D+05  157.9485795    0.0075344    834.229   508.666    EM
                                                    599.597   647.770
                                                    100.514   113.875
                                                    332.835   862.514
     5 -0.20751855D+05   53.9071523    0.0025910    803.929   511.236    EM
                                                    526.970   610.407
                                                    109.860   125.421
                                                    337.306   974.872
     6 -0.20735861D+05   15.9941552    0.0007707    783.109   514.863    EM
                                                    494.338   601.775
                                                    113.888   128.512
                                                    330.513  1033.002
     7 -0.20729614D+05    6.2467539    0.0003013    767.203   518.083    EM
                                                    479.844   605.476
                                                    115.264   127.645
                                                    321.443  1065.043
     8 -0.20726360D+05    3.2542270    0.0001570    754.050   520.326    EM
                                                    473.614   613.786
                                                    115.305   125.075
                                                    312.981  1084.863
     9 -0.20724230D+05    2.1301994    0.0001028    742.802   521.844    EM
                                                    471.307   623.596
                                                    114.613   121.834
                                                    305.639  1098.366
    10 -0.20722653D+05    1.5765515    0.0000761    733.000   522.916    EM
                                                    470.877   633.582
                                                    113.524   118.428
                                                    299.375  1108.297
    11 -0.20721422D+05    1.2310848    0.0000594    724.357   523.730    EM
                                                    471.325   643.179
                                                    112.244   115.109
                                                    294.031  1116.025
    12 -0.20720440D+05    0.9822421    0.0000474    716.679   524.389    EM
                                                    472.154   652.156
                                                    110.899   111.994
                                                    289.446  1122.282
    13 -0.20719650D+05    0.7901992    0.0000381    709.826   524.946    EM
                                                    473.119   660.435
                                                    109.565   109.133
                                                    285.487  1127.489
    14 -0.20719012D+05    0.6375318    0.0000308    703.690   525.429    EM
                                                    474.095   668.008
                                                    108.288   106.538
                                                    282.048  1131.905
    15 -0.20718497D+05    0.5146938    0.0000248    698.188   525.852    EM
                                                    475.025   674.901
                                                    107.092   104.201
                                                    279.043  1135.697
    16 -0.20718082D+05    0.4154090    0.0000201    693.250   526.224    EM
                                                    475.886   681.154
                                                    105.988   102.107
                                                    276.406  1138.985
    17 -0.20717747D+05    0.3350591    0.0000162    688.816   526.550    EM
                                                    476.668   686.813
                                                    104.981   100.237
                                                    274.082  1141.854
    18 -0.20717477D+05    0.2700416    0.0000130    684.835   526.837    EM
                                                    477.372   691.926
                                                    104.067    98.568
                                                    272.027  1144.369
    19 -0.20717260D+05    0.2174692    0.0000105    681.261   527.088    EM
                                                    478.003   696.540
                                                    103.243    97.080
                                                    270.206  1146.581
    20 -0.20717085D+05    0.1750002    0.0000084    678.054   527.307    EM
                                                    478.565   700.698
                                                    102.501    95.754
                                                    268.589  1148.531
    21 -0.20716944D+05    0.1407273    0.0000068    675.178   527.499    EM
                                                    479.067   704.442
                                                    101.837    94.573
                                                    267.150  1150.255
    22 -0.20716831D+05    0.1130955    0.0000055    672.598   527.667    EM
                                                    479.513   707.810
                                                    101.242    93.520
                                                    265.868  1151.781
    23 -0.20716740D+05    0.0908378    0.0000044    670.286   527.814    EM
                                                    479.911   710.839
                                                    100.711    92.581
                                                    264.725  1153.134
    24 -0.20716667D+05    0.0729238    0.0000035    668.214   527.942    EM
                                                    480.264   713.561
                                                    100.236    91.744
                                                    263.705  1154.334
    25 -0.20716608D+05    0.0585164    0.0000028    666.358   528.055    EM
                                                    480.579   716.005
                                                     99.812    90.997
                                                    262.794  1155.400
    26 -0.20716561D+05    0.0469367    0.0000023    664.696   528.154    EM
                                                    480.859   718.199
                                                     99.434    90.331
                                                    261.980  1156.347
    27 -0.20716524D+05    0.0376352    0.0000018    663.208   528.240    EM
                                                    481.109   720.168
                                                     99.097    89.736
                                                    261.253  1157.190
    28 -0.20716494D+05    0.0301675    0.0000015    661.875   528.317    EM
                                                    481.331   721.934
                                                     98.796    89.205
                                                    260.602  1157.940
    29 -0.20716469D+05    0.0241749    0.0000012    660.683   528.384    EM
                                                    481.529   723.518
                                                     98.528    88.730
                                                    260.021  1158.608
    30 -0.20716450D+05    0.0193679    0.0000009    659.616   528.443    EM
                                                    481.706   724.937
                                                     98.289    88.306
                                                    259.501  1159.202
    31 -0.20716435D+05    0.0155134    0.0000007    658.661   528.495    EM
                                                    481.864   726.209
                                                     98.075    87.928
                                                    259.036  1159.733
    32 -0.20716422D+05    0.0124236    0.0000006    657.807   528.541    EM
                                                    482.004   727.349
                                                     97.885    87.589
                                                    258.620  1160.205
    33 -0.20716412D+05    0.0099474    0.0000005    657.043   528.582    EM
                                                    482.130   728.370
                                                     97.715    87.287
                                                    258.247  1160.627
    34 -0.20716404D+05    0.0079636    0.0000004    656.359   528.618    EM
                                                    482.241   729.284
                                                     97.564    87.016
                                                    257.914  1161.002
    35 -0.20716398D+05    0.0063746    0.0000003    655.748   528.650    EM
                                                    482.341   730.103
                                                     97.429    86.774
                                                    257.617  1161.338
    36 -0.20716393D+05    0.0051020    0.0000002    655.201   528.679    EM
                                                    482.431   730.836
                                                     97.308    86.558
                                                    257.350  1161.637
    37 -0.20716389D+05    0.0040830    0.0000002    654.712   528.704    EM
                                                    482.510   731.492
                                                     97.201    86.365
                                                    257.112  1161.905
    38 -0.20716385D+05    0.0032672    0.0000002    654.274   528.726    EM
                                                    482.581   732.080
                                                     97.105    86.192
                                                    256.899  1162.143
    39 -0.20716374D+05    0.0118328    0.0000006    650.294   528.837    FS
                                                    483.671   737.192
                                                     96.351    84.646
                                                    254.975  1164.035
    40 -0.20716373D+05    0.0008617    0.0000000    651.039   528.885    FS
                                                    482.841   736.670
                                                     96.313    84.850
                                                    255.382  1164.021


     Beginning Time:  22:33:58
        Ending Time:  22:34:06
       Elapsed Time:  00:00:08



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