Mplus VERSION 8.8
MUTHEN & MUTHEN
04/19/2022 10:57 PM
INPUT INSTRUCTIONS
TITLE: this is an example of a two-level LTA with a covariate
and a between-level categorical latent variable
DATA: FILE = ex10.13.dat;
VARIABLE: NAMES ARE u11-u14 u21-u24 x w dumb dum1 dum2 clus;
USEVARIABLES = u11-w;
CATEGORICAL = u11-u14 u21-u24;
CLASSES = cb(2) c1(2) c2(2);
WITHIN = x;
BETWEEN = cb w;
CLUSTER = clus;
ANALYSIS: TYPE = TWOLEVEL MIXTURE;
PROCESSORS = 2;
MODEL:
%WITHIN%
%OVERALL%
c2 ON c1 x;
c1 ON x;
%BETWEEN%
%OVERALL%
c1#1 ON cb;
c2#1 ON cb;
cb ON w;
MODEL cb:
%WITHIN%
%cb#1%
c2 ON c1;
MODEL c1:
%BETWEEN%
%c1#1%
[u11$1-u14$1] (1-4);
%c1#2%
[u11$1-u14$1] (5-8);
MODEL c2:
%BETWEEN%
%c2#1%
[u21$1-u24$1] (1-4);
%c2#2%
[u21$1-u24$1] (5-8);
OUTPUT: TECH1 TECH8;
*** WARNING
One or more individual-level variables have no variation within a
cluster for the following clusters.
Variable Cluster IDs with no within-cluster variation
U14 95
1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS
this is an example of a two-level LTA with a covariate
and a between-level categorical latent variable
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 4000
Number of dependent variables 8
Number of independent variables 2
Number of continuous latent variables 0
Number of categorical latent variables 3
Observed dependent variables
Binary and ordered categorical (ordinal)
U11 U12 U13 U14 U21 U22
U23 U24
Observed independent variables
X W
Categorical latent variables
CB C1 C2
Variables with special functions
Cluster variable CLUS
Within variables
X
Between variables
W
Estimator MLR
Information matrix OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
Maximum number of iterations 100
Convergence criterion 0.100D-05
Optimization Specifications for the EM Algorithm
Maximum number of iterations 500
Convergence criteria
Loglikelihood change 0.100D-02
Relative loglikelihood change 0.100D-05
Derivative 0.100D-02
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
Number of M step iterations 1
M step convergence criterion 0.100D-02
Basis for M step termination ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
Number of M step iterations 1
M step convergence criterion 0.100D-02
Basis for M step termination ITERATION
Maximum value for logit thresholds 15
Minimum value for logit thresholds -15
Minimum expected cell size for chi-square 0.100D-01
Optimization algorithm EMA
Integration Specifications
Type STANDARD
Number of integration points 15
Dimensions of numerical integration 0
Adaptive quadrature ON
Random Starts Specifications
Number of initial stage random starts 20
Number of final stage optimizations 4
Number of initial stage iterations 10
Initial stage convergence criterion 0.100D+01
Random starts scale 0.500D+01
Random seed for generating random starts 0
Parameterization LOGIT
Link LOGIT
Cholesky OFF
Input data file(s)
ex10.13.dat
Input data format FREE
SUMMARY OF DATA
Number of clusters 200
UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES
U11
Category 1 0.564 2255.000
Category 2 0.436 1745.000
U12
Category 1 0.558 2233.000
Category 2 0.442 1767.000
U13
Category 1 0.564 2255.000
Category 2 0.436 1745.000
U14
Category 1 0.575 2300.000
Category 2 0.425 1700.000
U21
Category 1 0.550 2202.000
Category 2 0.450 1798.000
U22
Category 1 0.547 2188.000
Category 2 0.453 1812.000
U23
Category 1 0.561 2246.000
Category 2 0.439 1754.000
U24
Category 1 0.560 2240.000
Category 2 0.440 1760.000
UNIVARIATE SAMPLE STATISTICS
UNIVARIATE HIGHER-ORDER MOMENT DESCRIPTIVE STATISTICS
Variable/ Mean/ Skewness/ Minimum/ % with Percentiles
Sample Size Variance Kurtosis Maximum Min/Max 20%/60% 40%/80% Median
X -0.011 -0.039 -4.026 0.03% -0.872 -0.259 -0.009
4000.000 0.985 -0.031 3.516 0.03% 0.266 0.857
W -0.009 0.003 -3.066 0.50% -0.836 -0.321 -0.015
200.000 1.057 0.285 3.089 0.50% 0.229 0.839
RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST LOGLIKELIHOOD VALUES
Final stage loglikelihood values at local maxima, seeds, and initial stage start numbers:
-20716.373 68985 17
-20716.373 608496 4
-20716.376 533738 11
-20716.376 93468 3
THE BEST LOGLIKELIHOOD VALUE HAS BEEN REPLICATED. RERUN WITH AT LEAST TWICE THE
RANDOM STARTS TO CHECK THAT THE BEST LOGLIKELIHOOD IS STILL OBTAINED AND REPLICATED.
THE MODEL ESTIMATION TERMINATED NORMALLY
MODEL FIT INFORMATION
Number of Free Parameters 18
Loglikelihood
H0 Value -20716.373
H0 Scaling Correction Factor 0.9493
for MLR
Information Criteria
Akaike (AIC) 41468.745
Bayesian (BIC) 41582.038
Sample-Size Adjusted BIC 41524.842
(n* = (n + 2) / 24)
MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER
CB C1 C2
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent Class
Pattern
1 1 1 96.35227 0.02409
1 1 2 84.67705 0.02117
1 2 1 254.86153 0.06372
1 2 2 1164.17492 0.29104
2 1 1 650.28913 0.16257
2 1 2 528.95585 0.13224
2 2 1 483.50719 0.12088
2 2 2 737.18206 0.18430
FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent Class
Variable Class
CB 1 1600.06580 0.40002
2 2399.93433 0.59998
C1 1 1360.27429 0.34007
2 2639.72583 0.65993
C2 1 1485.01013 0.37125
2 2514.98975 0.62875
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 88 0.02200
1 1 2 53 0.01325
1 2 1 245 0.06125
1 2 2 1234 0.30850
2 1 1 671 0.16775
2 1 2 467 0.11675
2 2 1 450 0.11250
2 2 2 792 0.19800
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 1279 0.31975
2 2721 0.68025
C2 1 1454 0.36350
2 2546 0.63650
CLASSIFICATION QUALITY
Entropy 0.687
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Within Level
Between Level
Latent Class Pattern 1 1 1
Thresholds
U11$1 -1.032 0.065 -15.964 0.000
U12$1 -1.033 0.063 -16.355 0.000
U13$1 -1.055 0.068 -15.505 0.000
U14$1 -1.050 0.066 -15.834 0.000
U21$1 -1.032 0.065 -15.964 0.000
U22$1 -1.033 0.063 -16.355 0.000
U23$1 -1.055 0.068 -15.505 0.000
U24$1 -1.050 0.066 -15.834 0.000
Latent Class Pattern 1 1 2
Thresholds
U11$1 -1.032 0.065 -15.964 0.000
U12$1 -1.033 0.063 -16.355 0.000
U13$1 -1.055 0.068 -15.505 0.000
U14$1 -1.050 0.066 -15.834 0.000
U21$1 0.943 0.037 25.453 0.000
U22$1 0.909 0.040 22.453 0.000
U23$1 0.998 0.042 23.842 0.000
U24$1 1.034 0.042 24.615 0.000
Latent Class Pattern 1 2 1
Thresholds
U11$1 0.943 0.037 25.453 0.000
U12$1 0.909 0.040 22.453 0.000
U13$1 0.998 0.042 23.842 0.000
U14$1 1.034 0.042 24.615 0.000
U21$1 -1.032 0.065 -15.964 0.000
U22$1 -1.033 0.063 -16.355 0.000
U23$1 -1.055 0.068 -15.505 0.000
U24$1 -1.050 0.066 -15.834 0.000
Latent Class Pattern 1 2 2
Thresholds
U11$1 0.943 0.037 25.453 0.000
U12$1 0.909 0.040 22.453 0.000
U13$1 0.998 0.042 23.842 0.000
U14$1 1.034 0.042 24.615 0.000
U21$1 0.943 0.037 25.453 0.000
U22$1 0.909 0.040 22.453 0.000
U23$1 0.998 0.042 23.842 0.000
U24$1 1.034 0.042 24.615 0.000
Latent Class Pattern 2 1 1
Thresholds
U11$1 -1.032 0.065 -15.964 0.000
U12$1 -1.033 0.063 -16.355 0.000
U13$1 -1.055 0.068 -15.505 0.000
U14$1 -1.050 0.066 -15.834 0.000
U21$1 -1.032 0.065 -15.964 0.000
U22$1 -1.033 0.063 -16.355 0.000
U23$1 -1.055 0.068 -15.505 0.000
U24$1 -1.050 0.066 -15.834 0.000
Latent Class Pattern 2 1 2
Thresholds
U11$1 -1.032 0.065 -15.964 0.000
U12$1 -1.033 0.063 -16.355 0.000
U13$1 -1.055 0.068 -15.505 0.000
U14$1 -1.050 0.066 -15.834 0.000
U21$1 0.943 0.037 25.453 0.000
U22$1 0.909 0.040 22.453 0.000
U23$1 0.998 0.042 23.842 0.000
U24$1 1.034 0.042 24.615 0.000
Latent Class Pattern 2 2 1
Thresholds
U11$1 0.943 0.037 25.453 0.000
U12$1 0.909 0.040 22.453 0.000
U13$1 0.998 0.042 23.842 0.000
U14$1 1.034 0.042 24.615 0.000
U21$1 -1.032 0.065 -15.964 0.000
U22$1 -1.033 0.063 -16.355 0.000
U23$1 -1.055 0.068 -15.505 0.000
U24$1 -1.050 0.066 -15.834 0.000
Latent Class Pattern 2 2 2
Thresholds
U11$1 0.943 0.037 25.453 0.000
U12$1 0.909 0.040 22.453 0.000
U13$1 0.998 0.042 23.842 0.000
U14$1 1.034 0.042 24.615 0.000
U21$1 0.943 0.037 25.453 0.000
U22$1 0.909 0.040 22.453 0.000
U23$1 0.998 0.042 23.842 0.000
U24$1 1.034 0.042 24.615 0.000
Categorical Latent Variables
Within Level
C2#1 ON
C1#1 0.153 0.156 0.985 0.325
C2#1 ON
X -1.047 0.067 -15.730 0.000
C1#1 ON
X -0.627 0.053 -11.848 0.000
Intercepts
C1#1 -0.041 0.071 -0.570 0.568
C2#1 -0.216 0.110 -1.965 0.049
Latent Class CB#1
C2#1 ON
C1#1 1.223 0.392 3.123 0.002
Between Level
C1#1 ON
CB#1 -2.176 0.145 -15.027 0.000
C2#1 ON
CB#1 -1.557 0.161 -9.650 0.000
CB#1 ON
W 0.942 0.191 4.933 0.000
Intercepts
CB#1 -0.474 0.178 -2.668 0.008
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.330E-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 0.024 0.976
Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 0.964 0.036
2 0.033 0.967
Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 3.277 0.000
2 -3.392 0.000
Classification Quality for C1
Entropy 0.593
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2
1 0.843 0.157
2 0.104 0.896
Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 0.792 0.208
2 0.076 0.924
Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 1.339 0.000
2 -2.495 0.000
Classification Quality for C2
Entropy 0.591
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2
1 0.846 0.154
2 0.100 0.900
Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 0.828 0.172
2 0.089 0.911
Logits for the Classification Probabilities for the Most Likely Latent Class Membership (Column)
by Latent Class (Row)
1 2
1 1.572 0.000
2 -2.324 0.000
RESULTS IN PROBABILITY SCALE
Estimate
Within Level
Between Level
Latent Class Pattern 1 1 1
U11
Category 1 0.263
Category 2 0.737
U12
Category 1 0.263
Category 2 0.737
U13
Category 1 0.258
Category 2 0.742
U14
Category 1 0.259
Category 2 0.741
U21
Category 1 0.263
Category 2 0.737
U22
Category 1 0.263
Category 2 0.737
U23
Category 1 0.258
Category 2 0.742
U24
Category 1 0.259
Category 2 0.741
Latent Class Pattern 1 1 2
U11
Category 1 0.263
Category 2 0.737
U12
Category 1 0.263
Category 2 0.737
U13
Category 1 0.258
Category 2 0.742
U14
Category 1 0.259
Category 2 0.741
U21
Category 1 0.720
Category 2 0.280
U22
Category 1 0.713
Category 2 0.287
U23
Category 1 0.731
Category 2 0.269
U24
Category 1 0.738
Category 2 0.262
Latent Class Pattern 1 2 1
U11
Category 1 0.720
Category 2 0.280
U12
Category 1 0.713
Category 2 0.287
U13
Category 1 0.731
Category 2 0.269
U14
Category 1 0.738
Category 2 0.262
U21
Category 1 0.263
Category 2 0.737
U22
Category 1 0.263
Category 2 0.737
U23
Category 1 0.258
Category 2 0.742
U24
Category 1 0.259
Category 2 0.741
Latent Class Pattern 1 2 2
U11
Category 1 0.720
Category 2 0.280
U12
Category 1 0.713
Category 2 0.287
U13
Category 1 0.731
Category 2 0.269
U14
Category 1 0.738
Category 2 0.262
U21
Category 1 0.720
Category 2 0.280
U22
Category 1 0.713
Category 2 0.287
U23
Category 1 0.731
Category 2 0.269
U24
Category 1 0.738
Category 2 0.262
Latent Class Pattern 2 1 1
U11
Category 1 0.263
Category 2 0.737
U12
Category 1 0.263
Category 2 0.737
U13
Category 1 0.258
Category 2 0.742
U14
Category 1 0.259
Category 2 0.741
U21
Category 1 0.263
Category 2 0.737
U22
Category 1 0.263
Category 2 0.737
U23
Category 1 0.258
Category 2 0.742
U24
Category 1 0.259
Category 2 0.741
Latent Class Pattern 2 1 2
U11
Category 1 0.263
Category 2 0.737
U12
Category 1 0.263
Category 2 0.737
U13
Category 1 0.258
Category 2 0.742
U14
Category 1 0.259
Category 2 0.741
U21
Category 1 0.720
Category 2 0.280
U22
Category 1 0.713
Category 2 0.287
U23
Category 1 0.731
Category 2 0.269
U24
Category 1 0.738
Category 2 0.262
Latent Class Pattern 2 2 1
U11
Category 1 0.720
Category 2 0.280
U12
Category 1 0.713
Category 2 0.287
U13
Category 1 0.731
Category 2 0.269
U14
Category 1 0.738
Category 2 0.262
U21
Category 1 0.263
Category 2 0.737
U22
Category 1 0.263
Category 2 0.737
U23
Category 1 0.258
Category 2 0.742
U24
Category 1 0.259
Category 2 0.741
Latent Class Pattern 2 2 2
U11
Category 1 0.720
Category 2 0.280
U12
Category 1 0.713
Category 2 0.287
U13
Category 1 0.731
Category 2 0.269
U14
Category 1 0.738
Category 2 0.262
U21
Category 1 0.720
Category 2 0.280
U22
Category 1 0.713
Category 2 0.287
U23
Category 1 0.731
Category 2 0.269
U24
Category 1 0.738
Category 2 0.262
LOGISTIC REGRESSION ODDS RATIO RESULTS
95% C.I.
Estimate S.E. Lower 2.5% Upper 2.5%
Categorical Latent Variables
Within Level
C2#1 ON
X 0.351 0.023 0.308 0.400
C1#1 ON
X 0.534 0.028 0.482 0.593
Between Level
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 0.493
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
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 0.493
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
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 0.493
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
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 0.493
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
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 0.493
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
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 0.493
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
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 0.493
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
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 0.493
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
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 0.529
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 0.529
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 0.529
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 0.529
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 0.529
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 0.529
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 0.529
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 0.529
STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
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
________ ________ ________ ________ ________
-0.270 -0.289 -0.248 -0.228 -0.270
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U22$1 U23$1 U24$1
________ ________ ________
-0.289 -0.248 -0.228
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
-0.270 -0.289 -0.248 -0.228 0.730
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U22$1 U23$1 U24$1
________ ________ ________
0.711 0.752 0.772
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.730 0.711 0.752 0.772 -0.270
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U22$1 U23$1 U24$1
________ ________ ________
-0.289 -0.248 -0.228
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.730 0.711 0.752 0.772 0.730
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U22$1 U23$1 U24$1
________ ________ ________
0.711 0.752 0.772
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
-0.270 -0.289 -0.248 -0.228 -0.270
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U22$1 U23$1 U24$1
________ ________ ________
-0.289 -0.248 -0.228
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
-0.270 -0.289 -0.248 -0.228 0.730
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U22$1 U23$1 U24$1
________ ________ ________
0.711 0.752 0.772
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.730 0.711 0.752 0.772 -0.270
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U22$1 U23$1 U24$1
________ ________ ________
-0.289 -0.248 -0.228
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
0.730 0.711 0.752 0.772 0.730
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U22$1 U23$1 U24$1
________ ________ ________
0.711 0.752 0.772
STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)
ALPHA(C)
CB#1 CB#2 C1#1 C1#2 C2#1
________ ________ ________ ________ ________
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 0.000 0.000
C1#2 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
C2#2 0.000 0.000 0.000 0.000 0.000
BETA(C)
C1#1 C1#2
________ ________
C2#1 0.000 0.000
C2#2 0.000 0.000
BETA(CC) FOR CB#1
C1#1 C1#2
________ ________
C2#1 0.000 0.000
C2#2 0.000 0.000
BETA(CC) FOR CB#2
C1#1 C1#2
________ ________
C2#1 0.000 0.000
C2#2 0.000 0.000
STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (BETWEEN)
ALPHA(C)
CB#1 CB#2 C1#1 C1#2 C2#1
________ ________ ________ ________ ________
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 0.000 0.000
C1#2 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
C2#2 0.000 0.000 0.000 0.000 0.000
BETA(C)
CB#1 CB#2
________ ________
C1#1 0.000 0.000
C1#2 0.000 0.000
BETA(C)
CB#1 CB#2
________ ________
C2#1 0.000 0.000
C2#2 0.000 0.000
TECHNICAL 8 OUTPUT
INITIAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.21513325D+05 0.0000000 0.0000000 EM
2 -0.21201693D+05 311.6327149 0.0144856 EM
3 -0.21008535D+05 193.1574845 0.0091105 EM
4 -0.20941630D+05 66.9048258 0.0031846 EM
5 -0.20921926D+05 19.7041981 0.0009409 EM
6 -0.20913287D+05 8.6393700 0.0004129 EM
7 -0.20907466D+05 5.8210211 0.0002783 EM
8 -0.20902841D+05 4.6245530 0.0002212 EM
9 -0.20898993D+05 3.8478757 0.0001841 EM
10 -0.20895746D+05 3.2474357 0.0001554 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.26649568D+05 0.0000000 0.0000000 EM
2 -0.21344463D+05 5305.1051454 0.1990691 EM
3 -0.21133369D+05 211.0933194 0.0098898 EM
4 -0.21054005D+05 79.3642711 0.0037554 EM
5 -0.20997837D+05 56.1681067 0.0026678 EM
6 -0.20935233D+05 62.6041710 0.0029815 EM
7 -0.20860156D+05 75.0766632 0.0035861 EM
8 -0.20794215D+05 65.9411015 0.0031611 EM
9 -0.20752835D+05 41.3796336 0.0019900 EM
10 -0.20732041D+05 20.7943249 0.0010020 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.29676909D+05 0.0000000 0.0000000 EM
2 -0.21466016D+05 8210.8930280 0.2766762 EM
3 -0.21223982D+05 242.0336113 0.0112752 EM
4 -0.21136296D+05 87.6861936 0.0041315 EM
5 -0.21055432D+05 80.8644540 0.0038259 EM
6 -0.20965005D+05 90.4270700 0.0042947 EM
7 -0.20875975D+05 89.0292326 0.0042466 EM
8 -0.20805820D+05 70.1553425 0.0033606 EM
9 -0.20762586D+05 43.2338458 0.0020780 EM
10 -0.20740872D+05 21.7137648 0.0010458 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.26526599D+05 0.0000000 0.0000000 EM
2 -0.21631109D+05 4895.4902701 0.1845502 EM
3 -0.21178223D+05 452.8859508 0.0209368 EM
4 -0.20923513D+05 254.7099184 0.0120270 EM
5 -0.20810898D+05 112.6146484 0.0053822 EM
6 -0.20760967D+05 49.9311903 0.0023993 EM
7 -0.20737196D+05 23.7711435 0.0011450 EM
8 -0.20726088D+05 11.1074209 0.0005356 EM
9 -0.20721187D+05 4.9010708 0.0002365 EM
10 -0.20719031D+05 2.1564946 0.0001041 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.22947342D+05 0.0000000 0.0000000 EM
2 -0.21112609D+05 1834.7331751 0.0799541 EM
3 -0.20942800D+05 169.8088874 0.0080430 EM
4 -0.20861897D+05 80.9032171 0.0038631 EM
5 -0.20801887D+05 60.0101418 0.0028765 EM
6 -0.20763775D+05 38.1121242 0.0018321 EM
7 -0.20744576D+05 19.1988284 0.0009246 EM
8 -0.20734892D+05 9.6834924 0.0004668 EM
9 -0.20729578D+05 5.3139037 0.0002563 EM
10 -0.20726321D+05 3.2576091 0.0001571 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.34529669D+05 0.0000000 0.0000000 EM
2 -0.21480374D+05 ************ 0.3779154 EM
3 -0.21163423D+05 316.9509210 0.0147554 EM
4 -0.20967565D+05 195.8576264 0.0092545 EM
5 -0.20870216D+05 97.3490573 0.0046428 EM
6 -0.20825495D+05 44.7211651 0.0021428 EM
7 -0.20802206D+05 23.2889903 0.0011183 EM
8 -0.20786792D+05 15.4137013 0.0007410 EM
9 -0.20774874D+05 11.9182170 0.0005734 EM
10 -0.20765043D+05 9.8306157 0.0004732 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.31472138D+05 0.0000000 0.0000000 EM
2 -0.21753451D+05 9718.6869255 0.3088029 EM
3 -0.21236763D+05 516.6889270 0.0237520 EM
4 -0.21043794D+05 192.9687152 0.0090865 EM
5 -0.20933127D+05 110.6666279 0.0052589 EM
6 -0.20858096D+05 75.0310794 0.0035843 EM
7 -0.20810944D+05 47.1524956 0.0022606 EM
8 -0.20783119D+05 27.8245191 0.0013370 EM
9 -0.20766327D+05 16.7922511 0.0008080 EM
10 -0.20755366D+05 10.9610270 0.0005278 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.32916443D+05 0.0000000 0.0000000 EM
2 -0.22005764D+05 ************ 0.3314659 EM
3 -0.21373470D+05 632.2938370 0.0287331 EM
4 -0.21107713D+05 265.7575192 0.0124340 EM
5 -0.20997051D+05 110.6620648 0.0052427 EM
6 -0.20951742D+05 45.3089240 0.0021579 EM
7 -0.20927652D+05 24.0891196 0.0011497 EM
8 -0.20904194D+05 23.4584527 0.0011209 EM
9 -0.20870474D+05 33.7195706 0.0016131 EM
10 -0.20834696D+05 35.7782376 0.0017143 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.26710035D+05 0.0000000 0.0000000 EM
2 -0.21332325D+05 5377.7098989 0.2013367 EM
3 -0.21131831D+05 200.4943604 0.0093986 EM
4 -0.21027885D+05 103.9453550 0.0049189 EM
5 -0.20954189D+05 73.6966374 0.0035047 EM
6 -0.20897297D+05 56.8918241 0.0027151 EM
7 -0.20855202D+05 42.0948815 0.0020144 EM
8 -0.20825787D+05 29.4151330 0.0014104 EM
9 -0.20805204D+05 20.5826438 0.0009883 EM
10 -0.20789944D+05 15.2605657 0.0007335 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.35367934D+05 0.0000000 0.0000000 EM
2 -0.21277162D+05 ************ 0.3984053 EM
3 -0.21083084D+05 194.0776337 0.0091214 EM
4 -0.20960726D+05 122.3583991 0.0058036 EM
5 -0.20881806D+05 78.9199536 0.0037651 EM
6 -0.20838524D+05 43.2816095 0.0020727 EM
7 -0.20813533D+05 24.9912922 0.0011993 EM
8 -0.20796610D+05 16.9233544 0.0008131 EM
9 -0.20783540D+05 13.0698012 0.0006285 EM
10 -0.20772722D+05 10.8175882 0.0005205 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.29491623D+05 0.0000000 0.0000000 EM
2 -0.22293603D+05 7198.0202248 0.2440700 EM
3 -0.22034128D+05 259.4750372 0.0116390 EM
4 -0.21892346D+05 141.7815962 0.0064346 EM
5 -0.21706844D+05 185.5024129 0.0084734 EM
6 -0.21443736D+05 263.1079568 0.0121210 EM
7 -0.21229342D+05 214.3936679 0.0099980 EM
8 -0.21129659D+05 99.6833654 0.0046955 EM
9 -0.21079044D+05 50.6149182 0.0023954 EM
10 -0.21041573D+05 37.4701118 0.0017776 EM
FINAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.26526599D+05 0.0000000 0.0000000 EM
2 -0.21631109D+05 4895.4902701 0.1845502 EM
3 -0.21178223D+05 452.8859508 0.0209368 EM
4 -0.20923513D+05 254.7099184 0.0120270 EM
5 -0.20810898D+05 112.6146484 0.0053822 EM
6 -0.20760967D+05 49.9311903 0.0023993 EM
7 -0.20737196D+05 23.7711435 0.0011450 EM
8 -0.20726088D+05 11.1074209 0.0005356 EM
9 -0.20721187D+05 4.9010708 0.0002365 EM
10 -0.20719031D+05 2.1564946 0.0001041 EM
11 -0.20718020D+05 1.0108495 0.0000488 EM
12 -0.20717494D+05 0.5262518 0.0000254 EM
13 -0.20717186D+05 0.3078298 0.0000149 EM
14 -0.20716986D+05 0.1995376 0.0000096 EM
15 -0.20716847D+05 0.1396237 0.0000067 EM
16 -0.20716744D+05 0.1028050 0.0000050 EM
17 -0.20716666D+05 0.0781472 0.0000038 EM
18 -0.20716605D+05 0.0605705 0.0000029 EM
19 -0.20716558D+05 0.0475066 0.0000023 EM
20 -0.20716520D+05 0.0375328 0.0000018 EM
21 -0.20716490D+05 0.0297881 0.0000014 EM
22 -0.20716467D+05 0.0237096 0.0000011 EM
23 -0.20716448D+05 0.0189063 0.0000009 EM
24 -0.20716433D+05 0.0150940 0.0000007 EM
25 -0.20716421D+05 0.0120597 0.0000006 EM
26 -0.20716411D+05 0.0096401 0.0000005 EM
27 -0.20716403D+05 0.0077084 0.0000004 EM
28 -0.20716397D+05 0.0061650 0.0000003 EM
29 -0.20716392D+05 0.0049312 0.0000002 EM
30 -0.20716388D+05 0.0039445 0.0000002 EM
31 -0.20716385D+05 0.0031554 0.0000002 EM
32 -0.20716382D+05 0.0025241 0.0000001 EM
33 -0.20716380D+05 0.0020191 0.0000001 EM
34 -0.20716379D+05 0.0016151 0.0000001 EM
35 -0.20716378D+05 0.0012919 0.0000001 EM
36 -0.20716377D+05 0.0010334 0.0000000 EM
37 -0.20716376D+05 0.0008265 0.0000000 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.22947342D+05 0.0000000 0.0000000 EM
2 -0.21112609D+05 1834.7331751 0.0799541 EM
3 -0.20942800D+05 169.8088874 0.0080430 EM
4 -0.20861897D+05 80.9032171 0.0038631 EM
5 -0.20801887D+05 60.0101418 0.0028765 EM
6 -0.20763775D+05 38.1121242 0.0018321 EM
7 -0.20744576D+05 19.1988284 0.0009246 EM
8 -0.20734892D+05 9.6834924 0.0004668 EM
9 -0.20729578D+05 5.3139037 0.0002563 EM
10 -0.20726321D+05 3.2576091 0.0001571 EM
11 -0.20724110D+05 2.2108970 0.0001067 EM
12 -0.20722495D+05 1.6148873 0.0000779 EM
13 -0.20721260D+05 1.2346257 0.0000596 EM
14 -0.20720292D+05 0.9686252 0.0000467 EM
15 -0.20719521D+05 0.7704946 0.0000372 EM
16 -0.20718904D+05 0.6172013 0.0000298 EM
17 -0.20718408D+05 0.4960533 0.0000239 EM
18 -0.20718009D+05 0.3992328 0.0000193 EM
19 -0.20717687D+05 0.3214247 0.0000155 EM
20 -0.20717429D+05 0.2587404 0.0000125 EM
21 -0.20717220D+05 0.2081972 0.0000100 EM
22 -0.20717053D+05 0.1674429 0.0000081 EM
23 -0.20716918D+05 0.1345946 0.0000065 EM
24 -0.20716810D+05 0.1081340 0.0000052 EM
25 -0.20716723D+05 0.0868330 0.0000042 EM
26 -0.20716654D+05 0.0696965 0.0000034 EM
27 -0.20716598D+05 0.0559189 0.0000027 EM
28 -0.20716553D+05 0.0448482 0.0000022 EM
29 -0.20716517D+05 0.0359574 0.0000017 EM
30 -0.20716488D+05 0.0288205 0.0000014 EM
31 -0.20716465D+05 0.0230940 0.0000011 EM
32 -0.20716447D+05 0.0185010 0.0000009 EM
33 -0.20716432D+05 0.0148183 0.0000007 EM
34 -0.20716420D+05 0.0118665 0.0000006 EM
35 -0.20716410D+05 0.0095010 0.0000005 EM
36 -0.20716376D+05 0.0343896 0.0000017 FS
37 -0.20716373D+05 0.0025680 0.0000001 FS
38 -0.20716373D+05 0.0004683 0.0000000 FS
Beginning Time: 22:57:09
Ending Time: 22:57:15
Elapsed Time: 00:00:06
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