Mplus VERSION 8.8
MUTHEN & MUTHEN
04/19/2022 10:20 PM
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
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 1233 0.30825
1 1 2 246 0.06150
1 2 1 53 0.01325
1 2 2 88 0.02200
2 1 1 791 0.19775
2 1 2 447 0.11175
2 2 1 466 0.11650
2 2 2 676 0.16900
FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN
Latent Class
Variable Class
CB 1 1620 0.40500
2 2380 0.59500
C1 1 2717 0.67925
2 1283 0.32075
C2 1 2543 0.63575
2 1457 0.36425
CLASSIFICATION QUALITY
Entropy 0.687
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 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)
C-SPECIFIC CLASSIFICATION RESULTS
Classification Quality for CB
Entropy 0.864
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2
1 0.952 0.048
2 0.025 0.975
Classification Quality for C1
Entropy 0.592
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2
1 0.896 0.104
2 0.157 0.843
Classification Quality for C2
Entropy 0.590
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2
1 0.899 0.101
2 0.154 0.846
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
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.20729140D+05 0.0000000 0.0000000 EM
2 -0.20719510D+05 9.6300362 0.0004646 EM
3 -0.20718038D+05 1.4715523 0.0000710 EM
4 -0.20717469D+05 0.5691696 0.0000275 EM
5 -0.20717174D+05 0.2947335 0.0000142 EM
6 -0.20716987D+05 0.1875072 0.0000091 EM
7 -0.20716853D+05 0.1336724 0.0000065 EM
8 -0.20716752D+05 0.1007801 0.0000049 EM
9 -0.20716674D+05 0.0780771 0.0000038 EM
10 -0.20716613D+05 0.0613331 0.0000030 EM
11 -0.20716564D+05 0.0485448 0.0000023 EM
12 -0.20716526D+05 0.0385907 0.0000019 EM
13 -0.20716495D+05 0.0307582 0.0000015 EM
14 -0.20716470D+05 0.0245548 0.0000012 EM
15 -0.20716451D+05 0.0196221 0.0000009 EM
16 -0.20716435D+05 0.0156898 0.0000008 EM
17 -0.20716423D+05 0.0125500 0.0000006 EM
18 -0.20716413D+05 0.0100406 0.0000005 EM
19 -0.20716405D+05 0.0080338 0.0000004 EM
20 -0.20716398D+05 0.0064283 0.0000003 EM
21 -0.20716393D+05 0.0051437 0.0000002 EM
22 -0.20716389D+05 0.0041157 0.0000002 EM
23 -0.20716386D+05 0.0032930 0.0000002 EM
24 -0.20716383D+05 0.0026346 0.0000001 EM
25 -0.20716381D+05 0.0021077 0.0000001 EM
26 -0.20716379D+05 0.0016862 0.0000001 EM
27 -0.20716378D+05 0.0013489 0.0000001 EM
28 -0.20716377D+05 0.0010790 0.0000001 EM
29 -0.20716376D+05 0.0008630 0.0000000 EM
TECHNICAL 9 OUTPUT
Error messages for each replication (if any)
SAVEDATA INFORMATION
Order of variables
U11
U12
U13
U14
U21
U22
U23
U24
X
W
CB
C1
C2
CLUSTER
Save file
ex10.13.dat
Save file format Free
Save file record length 10000
Beginning Time: 22:20:07
Ending Time: 22:20:12
Elapsed Time: 00:00:05
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