Mplus VERSION 8
MUTHEN & MUTHEN
04/10/2017 3:25 AM
INPUT INSTRUCTIONS
TITLE: this is an example of a Monte Carlo simulation study for a
two-level LTA with a covariate
and a between-level categorical latent variable
montecarlo:
names are u11-u14 u21-u24 x w;
generate = u11-u14 u21-u24(1);
categorical = u11-u14 u21-u24;
genclasses = cb(2 b) c1(2) c2(2);
classes = cb(2) c1(2) c2(2);
nobservations = 4000;
ncsizes = 1;
csizes = 200 (20);
within = x;
between = cb w;
seed = 3454367;
nrep = 1;
save = ex10.13.dat;
ANALYSIS: TYPE = twolevel MIXTURE;
MODEL population:
%within%
%OVERALL%
[x@0]; x@1;
c2#1 ON c1#1*0 x*1;
c1#1 on x*.5;
%between%
%overall%
w@1; [w@0];
c1#1 on cb#1*2;
c2#1 on cb#1*.5;
cb#1 on w*1;
Model population-cb:
%within%
%cb#1%
c2#1 on c1#1*1;
MODEL population-c1:
%between%
%c1#1%
[u11$1-u14$1*1] (1-4);
%c1#2%
[u11$1-u14$1*-1] (5-8);
MODEL population-c2:
%between%
%c2#1%
[u21$1-u24$1*1] (1-4);
%c2#2%
[u21$1-u24$1*-1] (5-8);
MODEL:
%within%
%OVERALL%
c2#1 ON c1#1*0 x*1;
c1#1 on x*.5;
%between%
%overall%
c1#1 on cb#1*2;
c2#1 on cb#1*.5;
cb#1 on w*1;
Model cb:
%within%
%cb#1%
c2#1 on c1#1*1;
MODEL c1:
%between%
%c1#1%
[u11$1-u14$1*1] (1-4);
%c1#2%
[u11$1-u14$1*-1] (5-8);
MODEL c2:
%between%
%c2#1%
[u21$1-u24$1*1] (1-4);
%c2#2%
[u21$1-u24$1*-1] (5-8);
OUTPUT: TECH8 tech9;
INPUT READING TERMINATED NORMALLY
this is an example of a Monte Carlo simulation study for a
two-level LTA with a covariate
and a between-level categorical latent variable
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 4000
Number of replications
Requested 1
Completed 1
Value of seed 3454367
Number of dependent variables 8
Number of independent variables 2
Number of continuous latent variables 0
Number of categorical latent variables 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
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
Parameterization LOGIT
Link LOGIT
Cholesky OFF
SUMMARY OF DATA FOR THE FIRST REPLICATION
Cluster information
Size (s) Number of clusters of Size s
20 200
SAMPLE STATISTICS FOR THE FIRST REPLICATION
SAMPLE STATISTICS
Means
X W
________ ________
-0.011 -0.009
Covariances
X W
________ ________
X 0.985
W -0.021 1.057
Correlations
X W
________ ________
X 1.000
W -0.021 1.000
MODEL FIT INFORMATION
Number of Free Parameters 18
Loglikelihood
H0 Value
Mean -20716.376
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 -20716.376 -20716.376
0.980 0.000 -20716.376 -20716.376
0.950 0.000 -20716.376 -20716.376
0.900 0.000 -20716.376 -20716.376
0.800 0.000 -20716.376 -20716.376
0.700 0.000 -20716.376 -20716.376
0.500 0.000 -20716.376 -20716.376
0.300 0.000 -20716.376 -20716.376
0.200 0.000 -20716.376 -20716.376
0.100 0.000 -20716.376 -20716.376
0.050 0.000 -20716.376 -20716.376
0.020 0.000 -20716.376 -20716.376
0.010 0.000 -20716.376 -20716.376
Information Criteria
Akaike (AIC)
Mean 41468.752
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 41468.752 41468.752
0.980 0.000 41468.752 41468.752
0.950 0.000 41468.752 41468.752
0.900 0.000 41468.752 41468.752
0.800 0.000 41468.752 41468.752
0.700 0.000 41468.752 41468.752
0.500 0.000 41468.752 41468.752
0.300 0.000 41468.752 41468.752
0.200 0.000 41468.752 41468.752
0.100 0.000 41468.752 41468.752
0.050 0.000 41468.752 41468.752
0.020 0.000 41468.752 41468.752
0.010 0.000 41468.752 41468.752
Bayesian (BIC)
Mean 41582.045
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 41582.045 41582.045
0.980 0.000 41582.045 41582.045
0.950 0.000 41582.045 41582.045
0.900 0.000 41582.045 41582.045
0.800 0.000 41582.045 41582.045
0.700 0.000 41582.045 41582.045
0.500 0.000 41582.045 41582.045
0.300 0.000 41582.045 41582.045
0.200 0.000 41582.045 41582.045
0.100 0.000 41582.045 41582.045
0.050 0.000 41582.045 41582.045
0.020 0.000 41582.045 41582.045
0.010 0.000 41582.045 41582.045
Sample-Size Adjusted BIC (n* = (n + 2) / 24)
Mean 41524.849
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 41524.849 41524.849
0.980 0.000 41524.849 41524.849
0.950 0.000 41524.849 41524.849
0.900 0.000 41524.849 41524.849
0.800 0.000 41524.849 41524.849
0.700 0.000 41524.849 41524.849
0.500 0.000 41524.849 41524.849
0.300 0.000 41524.849 41524.849
0.200 0.000 41524.849 41524.849
0.100 0.000 41524.849 41524.849
0.050 0.000 41524.849 41524.849
0.020 0.000 41524.849 41524.849
0.010 0.000 41524.849 41524.849
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 CLASS PATTERNS
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent Class
Pattern
1 1 1 1163.12034 0.29078
1 1 2 256.02343 0.06401
1 2 1 85.48445 0.02137
1 2 2 96.70886 0.02418
2 1 1 734.50149 0.18363
2 1 2 482.87362 0.12072
2 2 1 528.81807 0.13220
2 2 2 652.46973 0.16312
FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent Class
Variable Class
CB 1 1601.33716 0.40033
2 2398.66309 0.59967
C1 1 2636.51880 0.65913
2 1363.48120 0.34087
C2 1 2511.92432 0.62798
2 1488.07568 0.37202
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN
Class Counts and Proportions
Latent Class
Pattern
1 1 1 1279 0.31975
1 1 2 225 0.05625
1 2 1 33 0.00825
1 2 2 92 0.02300
2 1 1 780 0.19500
2 1 2 442 0.11050
2 2 1 465 0.11625
2 2 2 684 0.17100
FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN
Latent Class
Variable Class
CB 1 1629 0.40725
2 2371 0.59275
C1 1 2726 0.68150
2 1274 0.31850
C2 1 2557 0.63925
2 1443 0.36075
CLASSIFICATION QUALITY
Entropy 0.687
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 0.839 0.061 0.040 0.010 0.028 0.009 0.010 0.003
2 0.192 0.680 0.005 0.076 0.002 0.031 0.001 0.013
3 0.175 0.005 0.632 0.083 0.002 0.000 0.089 0.013
4 0.079 0.156 0.076 0.636 0.000 0.003 0.005 0.045
5 0.030 0.001 0.001 0.000 0.728 0.088 0.132 0.020
6 0.007 0.016 0.000 0.001 0.129 0.697 0.019 0.133
7 0.010 0.000 0.007 0.001 0.126 0.019 0.706 0.130
8 0.003 0.005 0.001 0.008 0.021 0.115 0.108 0.740
MODEL RESULTS
ESTIMATES S. E. M. S. E. 95% % Sig
Population Average Std. Dev. Average Cover Coeff
Within Level
Between Level
Latent Class Pattern 1 1 1
Thresholds
U11$1 1.000 0.9443 0.0000 0.0371 0.0031 1.000 1.000
U12$1 1.000 0.9104 0.0000 0.0405 0.0080 0.000 1.000
U13$1 1.000 0.9996 0.0000 0.0419 0.0000 1.000 1.000
U14$1 1.000 1.0358 0.0000 0.0421 0.0013 1.000 1.000
U21$1 1.000 0.9443 0.0000 0.0371 0.0031 1.000 1.000
U22$1 1.000 0.9104 0.0000 0.0405 0.0080 0.000 1.000
U23$1 1.000 0.9996 0.0000 0.0419 0.0000 1.000 1.000
U24$1 1.000 1.0358 0.0000 0.0421 0.0013 1.000 1.000
Latent Class Pattern 1 1 2
Thresholds
U11$1 1.000 0.9443 0.0000 0.0371 0.0031 1.000 1.000
U12$1 1.000 0.9104 0.0000 0.0405 0.0080 0.000 1.000
U13$1 1.000 0.9996 0.0000 0.0419 0.0000 1.000 1.000
U14$1 1.000 1.0358 0.0000 0.0421 0.0013 1.000 1.000
U21$1 -1.000 -1.0293 0.0000 0.0646 0.0009 1.000 1.000
U22$1 -1.000 -1.0303 0.0000 0.0630 0.0009 1.000 1.000
U23$1 -1.000 -1.0523 0.0000 0.0680 0.0027 1.000 1.000
U24$1 -1.000 -1.0474 0.0000 0.0662 0.0023 1.000 1.000
Latent Class Pattern 1 2 1
Thresholds
U11$1 -1.000 -1.0293 0.0000 0.0646 0.0009 1.000 1.000
U12$1 -1.000 -1.0303 0.0000 0.0630 0.0009 1.000 1.000
U13$1 -1.000 -1.0523 0.0000 0.0680 0.0027 1.000 1.000
U14$1 -1.000 -1.0474 0.0000 0.0662 0.0023 1.000 1.000
U21$1 1.000 0.9443 0.0000 0.0371 0.0031 1.000 1.000
U22$1 1.000 0.9104 0.0000 0.0405 0.0080 0.000 1.000
U23$1 1.000 0.9996 0.0000 0.0419 0.0000 1.000 1.000
U24$1 1.000 1.0358 0.0000 0.0421 0.0013 1.000 1.000
Latent Class Pattern 1 2 2
Thresholds
U11$1 -1.000 -1.0293 0.0000 0.0646 0.0009 1.000 1.000
U12$1 -1.000 -1.0303 0.0000 0.0630 0.0009 1.000 1.000
U13$1 -1.000 -1.0523 0.0000 0.0680 0.0027 1.000 1.000
U14$1 -1.000 -1.0474 0.0000 0.0662 0.0023 1.000 1.000
U21$1 -1.000 -1.0293 0.0000 0.0646 0.0009 1.000 1.000
U22$1 -1.000 -1.0303 0.0000 0.0630 0.0009 1.000 1.000
U23$1 -1.000 -1.0523 0.0000 0.0680 0.0027 1.000 1.000
U24$1 -1.000 -1.0474 0.0000 0.0662 0.0023 1.000 1.000
Latent Class Pattern 2 1 1
Thresholds
U11$1 1.000 0.9443 0.0000 0.0371 0.0031 1.000 1.000
U12$1 1.000 0.9104 0.0000 0.0405 0.0080 0.000 1.000
U13$1 1.000 0.9996 0.0000 0.0419 0.0000 1.000 1.000
U14$1 1.000 1.0358 0.0000 0.0421 0.0013 1.000 1.000
U21$1 1.000 0.9443 0.0000 0.0371 0.0031 1.000 1.000
U22$1 1.000 0.9104 0.0000 0.0405 0.0080 0.000 1.000
U23$1 1.000 0.9996 0.0000 0.0419 0.0000 1.000 1.000
U24$1 1.000 1.0358 0.0000 0.0421 0.0013 1.000 1.000
Latent Class Pattern 2 1 2
Thresholds
U11$1 1.000 0.9443 0.0000 0.0371 0.0031 1.000 1.000
U12$1 1.000 0.9104 0.0000 0.0405 0.0080 0.000 1.000
U13$1 1.000 0.9996 0.0000 0.0419 0.0000 1.000 1.000
U14$1 1.000 1.0358 0.0000 0.0421 0.0013 1.000 1.000
U21$1 -1.000 -1.0293 0.0000 0.0646 0.0009 1.000 1.000
U22$1 -1.000 -1.0303 0.0000 0.0630 0.0009 1.000 1.000
U23$1 -1.000 -1.0523 0.0000 0.0680 0.0027 1.000 1.000
U24$1 -1.000 -1.0474 0.0000 0.0662 0.0023 1.000 1.000
Latent Class Pattern 2 2 1
Thresholds
U11$1 -1.000 -1.0293 0.0000 0.0646 0.0009 1.000 1.000
U12$1 -1.000 -1.0303 0.0000 0.0630 0.0009 1.000 1.000
U13$1 -1.000 -1.0523 0.0000 0.0680 0.0027 1.000 1.000
U14$1 -1.000 -1.0474 0.0000 0.0662 0.0023 1.000 1.000
U21$1 1.000 0.9443 0.0000 0.0371 0.0031 1.000 1.000
U22$1 1.000 0.9104 0.0000 0.0405 0.0080 0.000 1.000
U23$1 1.000 0.9996 0.0000 0.0419 0.0000 1.000 1.000
U24$1 1.000 1.0358 0.0000 0.0421 0.0013 1.000 1.000
Latent Class Pattern 2 2 2
Thresholds
U11$1 -1.000 -1.0293 0.0000 0.0646 0.0009 1.000 1.000
U12$1 -1.000 -1.0303 0.0000 0.0630 0.0009 1.000 1.000
U13$1 -1.000 -1.0523 0.0000 0.0680 0.0027 1.000 1.000
U14$1 -1.000 -1.0474 0.0000 0.0662 0.0023 1.000 1.000
U21$1 -1.000 -1.0293 0.0000 0.0646 0.0009 1.000 1.000
U22$1 -1.000 -1.0303 0.0000 0.0630 0.0009 1.000 1.000
U23$1 -1.000 -1.0523 0.0000 0.0680 0.0027 1.000 1.000
U24$1 -1.000 -1.0474 0.0000 0.0662 0.0023 1.000 1.000
Categorical Latent Variables
Within Level
C2#1 ON
C1#1 0.000 0.1560 0.0000 0.1557 0.0243 1.000 0.000
C2#1 ON
X 1.000 1.0462 0.0000 0.0665 0.0021 1.000 1.000
C1#1 ON
X 0.500 0.6265 0.0000 0.0529 0.0160 0.000 1.000
Intercepts
C1#1 0.000 0.0351 0.0000 0.0715 0.0012 1.000 0.000
C2#1 0.000 0.0567 0.0000 0.1157 0.0032 1.000 0.000
Latent Class Pattern CB#1
C2#1 ON
C1#1 1.000 1.2065 0.0000 0.3896 0.0426 1.000 1.000
Between Level
C1#1 ON
CB#1 2.000 2.1746 0.0000 0.1445 0.0305 1.000 1.000
C2#1 ON
CB#1 0.500 0.3461 0.0000 0.3272 0.0237 1.000 0.000
CB#1 ON
W 1.000 0.9448 0.0000 0.1914 0.0030 1.000 1.000
Intercepts
CB#1 0.000 -0.4725 0.0000 0.1778 0.2232 0.000 1.000
QUALITY OF NUMERICAL RESULTS
Average Condition Number for the Information Matrix 0.236E-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
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U22$1 U23$1 U24$1
________ ________ ________
0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U22$1 U23$1 U24$1
________ ________ ________
0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U22$1 U23$1 U24$1
________ ________ ________
0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U22$1 U23$1 U24$1
________ ________ ________
0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U22$1 U23$1 U24$1
________ ________ ________
0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U22$1 U23$1 U24$1
________ ________ ________
0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U22$1 U23$1 U24$1
________ ________ ________
0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U22$1 U23$1 U24$1
________ ________ ________
0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART (BETWEEN)
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 2 3 4 1
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U22$1 U23$1 U24$1
________ ________ ________
2 3 4
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 2 3 4 5
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U22$1 U23$1 U24$1
________ ________ ________
6 7 8
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
5 6 7 8 1
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U22$1 U23$1 U24$1
________ ________ ________
2 3 4
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
5 6 7 8 5
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U22$1 U23$1 U24$1
________ ________ ________
6 7 8
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 2 3 4 1
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U22$1 U23$1 U24$1
________ ________ ________
2 3 4
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 2 3 4 5
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U22$1 U23$1 U24$1
________ ________ ________
6 7 8
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
5 6 7 8 1
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U22$1 U23$1 U24$1
________ ________ ________
2 3 4
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
5 6 7 8 5
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U22$1 U23$1 U24$1
________ ________ ________
6 7 8
PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)
ALPHA(C)
CB#1 CB#2 C1#1 C1#2 C2#1
________ ________ ________ ________ ________
0 0 10 0 11
ALPHA(C)
C2#2
________
0
GAMMA(C)
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
CB#2 0 0 0 0 0
C1#1 0 0 0 13 0
C1#2 0 0 0 0 0
C2#1 0 0 0 14 0
C2#2 0 0 0 0 0
BETA(C)
C1#1 C1#2
________ ________
C2#1 17 0
C2#2 0 0
BETA(CC) FOR CB#1
C1#1 C1#2
________ ________
C2#1 18 0
C2#2 0 0
BETA(CC) FOR CB#2
C1#1 C1#2
________ ________
C2#1 0 0
C2#2 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART (BETWEEN)
ALPHA(C)
CB#1 CB#2 C1#1 C1#2 C2#1
________ ________ ________ ________ ________
9 0 0 0 0
ALPHA(C)
C2#2
________
0
GAMMA(C)
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 12
CB#2 0 0 0 0 0
C1#1 0 0 0 0 0
C1#2 0 0 0 0 0
C2#1 0 0 0 0 0
C2#2 0 0 0 0 0
BETA(C)
CB#1 CB#2
________ ________
C1#1 15 0
C1#2 0 0
BETA(C)
CB#1 CB#2
________ ________
C2#1 16 0
C2#2 0 0
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.500
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.500
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.500
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.500
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.500
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.500
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.500
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.500
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.500
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.500
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.500
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.500
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.500
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.500
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.500
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.500
STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART (BETWEEN)
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1.000 1.000 1.000 1.000 1.000
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U22$1 U23$1 U24$1
________ ________ ________
1.000 1.000 1.000
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1.000 1.000 1.000 1.000 -1.000
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U22$1 U23$1 U24$1
________ ________ ________
-1.000 -1.000 -1.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
-1.000 -1.000 -1.000 -1.000 1.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U22$1 U23$1 U24$1
________ ________ ________
1.000 1.000 1.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
-1.000 -1.000 -1.000 -1.000 -1.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U22$1 U23$1 U24$1
________ ________ ________
-1.000 -1.000 -1.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1.000 1.000 1.000 1.000 1.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U22$1 U23$1 U24$1
________ ________ ________
1.000 1.000 1.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1.000 1.000 1.000 1.000 -1.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U22$1 U23$1 U24$1
________ ________ ________
-1.000 -1.000 -1.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
-1.000 -1.000 -1.000 -1.000 1.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U22$1 U23$1 U24$1
________ ________ ________
1.000 1.000 1.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
-1.000 -1.000 -1.000 -1.000 -1.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U22$1 U23$1 U24$1
________ ________ ________
-1.000 -1.000 -1.000
STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)
ALPHA(C)
CB#1 CB#2 C1#1 C1#2 C2#1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA(C)
C2#2
________
0.000
GAMMA(C)
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
CB#2 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.500 0.000
C1#2 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 1.000 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 1.000 0.000
C2#2 0.000 0.000
BETA(CC) FOR CB#2
C1#1 C1#2
________ ________
C2#1 0.000 0.000
C2#2 0.000 0.000
STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (BETWEEN)
ALPHA(C)
CB#1 CB#2 C1#1 C1#2 C2#1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA(C)
C2#2
________
0.000
GAMMA(C)
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 1.000
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 2.000 0.000
C1#2 0.000 0.000
BETA(C)
CB#1 CB#2
________ ________
C2#1 0.500 0.000
C2#2 0.000 0.000
POPULATION VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000
W 0.000 0.000 0.000 0.000 0.000
POPULATION VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000
W 0.000 0.000 0.000 0.000 0.000
POPULATION VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000
W 0.000 0.000 0.000 0.000 0.000
POPULATION VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000
W 0.000 0.000 0.000 0.000 0.000
POPULATION VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000
W 0.000 0.000 0.000 0.000 0.000
POPULATION VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000
W 0.000 0.000 0.000 0.000 0.000
POPULATION VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000
W 0.000 0.000 0.000 0.000 0.000
POPULATION VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000
W 0.000 0.000 0.000 0.000 0.000
POPULATION VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 2.000 0.000 0.000 0.000 0.000
C2#1 0.500 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 1.000
POPULATION VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 2.000 0.000 0.000 0.000 0.000
C2#1 0.500 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 1.000
POPULATION VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 2.000 0.000 0.000 0.000 0.000
C2#1 0.500 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 1.000
POPULATION VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 2.000 0.000 0.000 0.000 0.000
C2#1 0.500 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 1.000
POPULATION VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 2.000 0.000 0.000 0.000 0.000
C2#1 0.500 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 1.000
POPULATION VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 2.000 0.000 0.000 0.000 0.000
C2#1 0.500 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 1.000
POPULATION VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 2.000 0.000 0.000 0.000 0.000
C2#1 0.500 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 1.000
POPULATION VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 2.000 0.000 0.000 0.000 0.000
C2#1 0.500 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 1.000
POPULATION VALUES FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U22$1 U23$1 U24$1
________ ________ ________
0.000 0.000 0.000
POPULATION 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
________ ________ ________ ________ ________
1.000 1.000 1.000 1.000 1.000
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U22$1 U23$1 U24$1
________ ________ ________
1.000 1.000 1.000
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1.000 1.000 1.000 1.000 -1.000
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U22$1 U23$1 U24$1
________ ________ ________
-1.000 -1.000 -1.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
-1.000 -1.000 -1.000 -1.000 1.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U22$1 U23$1 U24$1
________ ________ ________
1.000 1.000 1.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
-1.000 -1.000 -1.000 -1.000 -1.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U22$1 U23$1 U24$1
________ ________ ________
-1.000 -1.000 -1.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1.000 1.000 1.000 1.000 1.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U22$1 U23$1 U24$1
________ ________ ________
1.000 1.000 1.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1.000 1.000 1.000 1.000 -1.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U22$1 U23$1 U24$1
________ ________ ________
-1.000 -1.000 -1.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
-1.000 -1.000 -1.000 -1.000 1.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U22$1 U23$1 U24$1
________ ________ ________
1.000 1.000 1.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
-1.000 -1.000 -1.000 -1.000 -1.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U22$1 U23$1 U24$1
________ ________ ________
-1.000 -1.000 -1.000
POPULATION VALUES FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)
ALPHA(C)
CB#1 CB#2 C1#1 C1#2 C2#1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA(C)
C2#2
________
0.000
GAMMA(C)
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
CB#2 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.500 0.000
C1#2 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 1.000 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 1.000 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
POPULATION VALUES FOR LATENT CLASS REGRESSION MODEL PART (BETWEEN)
ALPHA(C)
CB#1 CB#2 C1#1 C1#2 C2#1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
ALPHA(C)
C2#2
________
0.000
GAMMA(C)
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 1.000
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 2.000 0.000
C1#2 0.000 0.000
BETA(C)
CB#1 CB#2
________ ________
C2#1 0.500 0.000
C2#2 0.000 0.000
TECHNICAL 8 OUTPUT
TECHNICAL 8 OUTPUT FOR REPLICATION 1
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20729140D+05 0.0000000 0.0000000 1167.879 302.723 EM
112.729 107.710
642.845 493.045
521.502 651.566
2 -0.20719510D+05 9.6300362 0.0004646 1151.148 287.569 EM
107.057 104.953
667.080 488.662
529.754 663.776
3 -0.20718038D+05 1.4715523 0.0000710 1147.428 279.680 EM
103.336 103.526
680.363 485.329
531.492 668.846
4 -0.20717469D+05 0.5691696 0.0000275 1147.603 274.864 EM
100.547 102.573
689.161 483.284
531.303 670.665
5 -0.20717174D+05 0.2947335 0.0000142 1148.909 271.588 EM
98.327 101.851
695.709 482.112
530.655 670.848
6 -0.20716987D+05 0.1875072 0.0000091 1150.425 269.167 EM
96.503 101.258
700.954 481.485
530.020 670.187
7 -0.20716853D+05 0.1336724 0.0000065 1151.873 267.270 EM
94.978 100.749
705.327 481.185
529.518 669.099
8 -0.20716752D+05 0.1007801 0.0000049 1153.188 265.725 EM
93.688 100.302
709.053 481.079
529.156 667.810
9 -0.20716674D+05 0.0780771 0.0000038 1154.363 264.433 EM
92.587 99.902
712.268 481.087
528.909 666.451
10 -0.20716613D+05 0.0613331 0.0000030 1155.411 263.333 EM
91.641 99.543
715.065 481.161
528.748 665.097
11 -0.20716564D+05 0.0485448 0.0000023 1156.346 262.384 EM
90.825 99.220
717.514 481.271
528.649 663.791
12 -0.20716526D+05 0.0385907 0.0000019 1157.180 261.559 EM
90.116 98.927
719.666 481.401
528.593 662.557
13 -0.20716495D+05 0.0307582 0.0000015 1157.925 260.837 EM
89.498 98.662
721.565 481.537
528.568 661.408
14 -0.20716470D+05 0.0245548 0.0000012 1158.590 260.202 EM
88.957 98.423
723.244 481.675
528.562 660.347
15 -0.20716451D+05 0.0196221 0.0000009 1159.184 259.641 EM
88.482 98.207
724.734 481.808
528.569 659.375
16 -0.20716435D+05 0.0156898 0.0000008 1159.714 259.146 EM
88.065 98.012
726.057 481.935
528.584 658.489
17 -0.20716423D+05 0.0125500 0.0000006 1160.187 258.706 EM
87.696 97.836
727.234 482.053
528.604 657.685
18 -0.20716413D+05 0.0100406 0.0000005 1160.609 258.316 EM
87.370 97.677
728.282 482.163
528.626 656.957
19 -0.20716405D+05 0.0080338 0.0000004 1160.987 257.969 EM
87.082 97.535
729.216 482.264
528.649 656.299
20 -0.20716398D+05 0.0064283 0.0000003 1161.324 257.660 EM
86.826 97.406
730.050 482.356
528.671 655.706
21 -0.20716393D+05 0.0051437 0.0000002 1161.625 257.385 EM
86.599 97.291
730.794 482.440
528.693 655.173
22 -0.20716389D+05 0.0041157 0.0000002 1161.893 257.140 EM
86.397 97.188
731.458 482.516
528.714 654.694
23 -0.20716386D+05 0.0032930 0.0000002 1162.133 256.921 EM
86.218 97.095
732.052 482.585
528.733 654.263
24 -0.20716383D+05 0.0026346 0.0000001 1162.347 256.726 EM
86.058 97.012
732.582 482.647
528.751 653.877
25 -0.20716381D+05 0.0021077 0.0000001 1162.539 256.552 EM
85.916 96.937
733.057 482.702
528.767 653.531
26 -0.20716379D+05 0.0016862 0.0000001 1162.709 256.397 EM
85.789 96.870
733.481 482.752
528.782 653.220
27 -0.20716378D+05 0.0013489 0.0000001 1162.862 256.258 EM
85.676 96.810
733.860 482.797
528.795 652.942
28 -0.20716377D+05 0.0010790 0.0000001 1162.998 256.134 EM
85.575 96.757
734.198 482.838
528.807 652.693
29 -0.20716376D+05 0.0008630 0.0000000 1163.120 256.023 EM
85.484 96.709
734.501 482.874
528.818 652.470
TECHNICAL 9 OUTPUT
Error messages for each replication (if any)
SAVEDATA INFORMATION
Order of variables
U11
U12
U13
U14
U21
U22
U23
U24
X
W
CB
C1
C2
CLUSTER
Save file
ex10.13.dat
Save file format Free
Save file record length 10000
Beginning Time: 03:25:28
Ending Time: 03:25:28
Elapsed Time: 00:00:00
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