Mplus VERSION 7.3
MUTHEN & MUTHEN
09/22/2014 5:35 PM
INPUT INSTRUCTIONS
TITLE: this is an example of a two-level LTA with a covariate
and a between-level categorical latent variable
DATA: FILE = ex10.13.dat;
VARIABLE: NAMES ARE u11-u14 u21-u24 x w dumb dum1 dum2 clus;
USEVARIABLES = u11-w;
CATEGORICAL = u11-u14 u21-u24;
CLASSES = cb(2) c1(2) c2(2);
WITHIN = x;
BETWEEN = cb w;
CLUSTER = clus;
ANALYSIS: TYPE = TWOLEVEL MIXTURE;
PROCESSORS = 2;
MODEL:
%WITHIN%
%OVERALL%
c2 ON c1 x;
c1 ON x;
%BETWEEN%
%OVERALL%
c1#1 ON cb;
c2#1 ON cb;
cb ON w;
MODEL cb:
%WITHIN%
%cb#1%
c2 ON c1;
MODEL c1:
%BETWEEN%
%c1#1%
[u11$1-u14$1] (1-4);
%c1#2%
[u11$1-u14$1] (5-8);
MODEL c2:
%BETWEEN%
%c2#1%
[u21$1-u24$1] (1-4);
%c2#2%
[u21$1-u24$1] (5-8);
OUTPUT: TECH1 TECH8;
INPUT READING TERMINATED NORMALLY
this is an example of a two-level LTA with a covariate
and a between-level categorical latent variable
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 4000
Number of dependent variables 8
Number of independent variables 2
Number of continuous latent variables 0
Number of categorical latent variables 3
Observed dependent variables
Binary and ordered categorical (ordinal)
U11 U12 U13 U14 U21 U22
U23 U24
Observed independent variables
X W
Categorical latent variables
CB C1 C2
Variables with special functions
Cluster variable CLUS
Within variables
X
Between variables
W
Estimator MLR
Information matrix OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
Maximum number of iterations 100
Convergence criterion 0.100D-05
Optimization Specifications for the EM Algorithm
Maximum number of iterations 500
Convergence criteria
Loglikelihood change 0.100D-02
Relative loglikelihood change 0.100D-05
Derivative 0.100D-02
Optimization Specifications for the M step of the EM Algorithm for
Categorical Latent variables
Number of M step iterations 1
M step convergence criterion 0.100D-02
Basis for M step termination ITERATION
Optimization Specifications for the M step of the EM Algorithm for
Censored, Binary or Ordered Categorical (Ordinal), Unordered
Categorical (Nominal) and Count Outcomes
Number of M step iterations 1
M step convergence criterion 0.100D-02
Basis for M step termination ITERATION
Maximum value for logit thresholds 15
Minimum value for logit thresholds -15
Minimum expected cell size for chi-square 0.100D-01
Optimization algorithm EMA
Integration Specifications
Type STANDARD
Number of integration points 15
Dimensions of numerical integration 0
Adaptive quadrature ON
Random Starts Specifications
Number of initial stage random starts 20
Number of final stage optimizations 4
Number of initial stage iterations 10
Initial stage convergence criterion 0.100D+01
Random starts scale 0.500D+01
Random seed for generating random starts 0
Parameterization LOGIT
Link LOGIT
Cholesky OFF
Input data file(s)
ex10.13.dat
Input data format FREE
SUMMARY OF DATA
Number of clusters 200
UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES
U11
Category 1 0.564 2255.000
Category 2 0.436 1745.000
U12
Category 1 0.558 2233.000
Category 2 0.442 1767.000
U13
Category 1 0.564 2255.000
Category 2 0.436 1745.000
U14
Category 1 0.575 2300.000
Category 2 0.425 1700.000
U21
Category 1 0.550 2202.000
Category 2 0.449 1798.000
U22
Category 1 0.547 2188.000
Category 2 0.453 1812.000
U23
Category 1 0.562 2246.000
Category 2 0.438 1754.000
U24
Category 1 0.560 2240.000
Category 2 0.440 1760.000
RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST LOGLIKELIHOOD VALUES
Final stage loglikelihood values at local maxima, seeds, and initial stage start numbers:
-20716.373 127215 9
-20716.373 650371 14
-20716.376 68985 17
-20716.376 93468 3
THE BEST LOGLIKELIHOOD VALUE HAS BEEN REPLICATED. RERUN WITH AT LEAST TWICE THE
RANDOM STARTS TO CHECK THAT THE BEST LOGLIKELIHOOD IS STILL OBTAINED AND REPLICATED.
THE MODEL ESTIMATION TERMINATED NORMALLY
MODEL FIT INFORMATION
Number of Free Parameters 18
Loglikelihood
H0 Value -20716.373
H0 Scaling Correction Factor 0.9495
for MLR
Information Criteria
Akaike (AIC) 41468.746
Bayesian (BIC) 41582.038
Sample-Size Adjusted BIC 41524.842
(n* = (n + 2) / 24)
MODEL RESULTS USE THE LATENT CLASS VARIABLE ORDER
CB C1 C2
Latent Class Variable Patterns
CB C1 C2
Class Class Class
1 1 1
1 1 2
1 2 1
1 2 2
2 1 1
2 1 2
2 2 1
2 2 2
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent Class
Pattern
1 1 1 651.03909 0.16276
1 1 2 528.88461 0.13222
1 2 1 482.84086 0.12071
1 2 2 736.66963 0.18417
2 1 1 96.31290 0.02408
2 1 2 84.84968 0.02121
2 2 1 255.38212 0.06385
2 2 2 1164.02112 0.29101
FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent Class
Variable Class
CB 1 2399.43408 0.59986
2 1600.56580 0.40014
C1 1 1361.08630 0.34027
2 2638.91382 0.65973
C2 1 1485.57483 0.37139
2 2514.42505 0.62861
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 1 683 0.17075
1 1 2 465 0.11625
1 2 1 443 0.11075
1 2 2 780 0.19500
2 1 1 92 0.02300
2 1 2 32 0.00800
2 2 1 223 0.05575
2 2 2 1282 0.32050
FINAL CLASS COUNTS AND PROPORTIONS FOR EACH LATENT CLASS VARIABLE
BASED ON THEIR MOST LIKELY LATENT CLASS PATTERN
Latent Class
Variable Class
CB 1 2371 0.59275
2 1629 0.40725
C1 1 1272 0.31800
2 2728 0.68200
C2 1 1441 0.36025
2 2559 0.63975
CLASSIFICATION QUALITY
Entropy 0.687
Average Latent Class Probabilities for Most Likely Latent Class Pattern (Row)
by Latent Class Pattern (Column)
Latent Class Variable Patterns
Latent Class CB C1 C2
Pattern No. Class Class Class
1 1 1 1
2 1 1 2
3 1 2 1
4 1 2 2
5 2 1 1
6 2 1 2
7 2 2 1
8 2 2 2
1 2 3 4 5 6 7 8
1 0.739 0.108 0.115 0.021 0.008 0.001 0.005 0.003
2 0.129 0.706 0.019 0.127 0.001 0.007 0.000 0.010
3 0.133 0.019 0.696 0.129 0.001 0.000 0.016 0.007
4 0.020 0.131 0.087 0.730 0.000 0.000 0.001 0.030
5 0.045 0.005 0.003 0.000 0.635 0.076 0.156 0.080
6 0.014 0.093 0.000 0.002 0.084 0.635 0.005 0.167
7 0.013 0.001 0.030 0.002 0.076 0.005 0.682 0.192
8 0.003 0.010 0.009 0.028 0.010 0.040 0.061 0.839
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Within Level
Between Level
Latent Class Pattern 1 1 1
Thresholds
U11$1 -1.031 0.065 -15.960 0.000
U12$1 -1.032 0.063 -16.351 0.000
U13$1 -1.055 0.068 -15.494 0.000
U14$1 -1.050 0.066 -15.834 0.000
U21$1 -1.031 0.065 -15.960 0.000
U22$1 -1.032 0.063 -16.351 0.000
U23$1 -1.055 0.068 -15.494 0.000
U24$1 -1.050 0.066 -15.834 0.000
Latent Class Pattern 1 1 2
Thresholds
U11$1 -1.031 0.065 -15.960 0.000
U12$1 -1.032 0.063 -16.351 0.000
U13$1 -1.055 0.068 -15.494 0.000
U14$1 -1.050 0.066 -15.834 0.000
U21$1 0.943 0.037 25.453 0.000
U22$1 0.909 0.040 22.455 0.000
U23$1 0.998 0.042 23.850 0.000
U24$1 1.034 0.042 24.616 0.000
Latent Class Pattern 1 2 1
Thresholds
U11$1 0.943 0.037 25.453 0.000
U12$1 0.909 0.040 22.455 0.000
U13$1 0.998 0.042 23.850 0.000
U14$1 1.034 0.042 24.616 0.000
U21$1 -1.031 0.065 -15.960 0.000
U22$1 -1.032 0.063 -16.351 0.000
U23$1 -1.055 0.068 -15.494 0.000
U24$1 -1.050 0.066 -15.834 0.000
Latent Class Pattern 1 2 2
Thresholds
U11$1 0.943 0.037 25.453 0.000
U12$1 0.909 0.040 22.455 0.000
U13$1 0.998 0.042 23.850 0.000
U14$1 1.034 0.042 24.616 0.000
U21$1 0.943 0.037 25.453 0.000
U22$1 0.909 0.040 22.455 0.000
U23$1 0.998 0.042 23.850 0.000
U24$1 1.034 0.042 24.616 0.000
Latent Class Pattern 2 1 1
Thresholds
U11$1 -1.031 0.065 -15.960 0.000
U12$1 -1.032 0.063 -16.351 0.000
U13$1 -1.055 0.068 -15.494 0.000
U14$1 -1.050 0.066 -15.834 0.000
U21$1 -1.031 0.065 -15.960 0.000
U22$1 -1.032 0.063 -16.351 0.000
U23$1 -1.055 0.068 -15.494 0.000
U24$1 -1.050 0.066 -15.834 0.000
Latent Class Pattern 2 1 2
Thresholds
U11$1 -1.031 0.065 -15.960 0.000
U12$1 -1.032 0.063 -16.351 0.000
U13$1 -1.055 0.068 -15.494 0.000
U14$1 -1.050 0.066 -15.834 0.000
U21$1 0.943 0.037 25.453 0.000
U22$1 0.909 0.040 22.455 0.000
U23$1 0.998 0.042 23.850 0.000
U24$1 1.034 0.042 24.616 0.000
Latent Class Pattern 2 2 1
Thresholds
U11$1 0.943 0.037 25.453 0.000
U12$1 0.909 0.040 22.455 0.000
U13$1 0.998 0.042 23.850 0.000
U14$1 1.034 0.042 24.616 0.000
U21$1 -1.031 0.065 -15.960 0.000
U22$1 -1.032 0.063 -16.351 0.000
U23$1 -1.055 0.068 -15.494 0.000
U24$1 -1.050 0.066 -15.834 0.000
Latent Class Pattern 2 2 2
Thresholds
U11$1 0.943 0.037 25.453 0.000
U12$1 0.909 0.040 22.455 0.000
U13$1 0.998 0.042 23.850 0.000
U14$1 1.034 0.042 24.616 0.000
U21$1 0.943 0.037 25.453 0.000
U22$1 0.909 0.040 22.455 0.000
U23$1 0.998 0.042 23.850 0.000
U24$1 1.034 0.042 24.616 0.000
Categorical Latent Variables
Within Level
C2#1 ON
C1#1 1.370 0.354 3.864 0.000
C2#1 ON
X -1.046 0.066 -15.730 0.000
C1#1 ON
X -0.627 0.053 -11.848 0.000
Intercepts
C1#1 -2.217 0.153 -14.536 0.000
C2#1 -1.770 0.140 -12.684 0.000
Latent Class Pattern 1 1 1
C2#1 ON
C1#1 -1.213 0.391 -3.103 0.002
Between Level
C1#1 ON
CB#1 2.179 0.145 15.035 0.000
C2#1 ON
CB#1 1.552 0.161 9.630 0.000
CB#1 ON
W -0.946 0.192 -4.936 0.000
Intercepts
CB#1 0.474 0.178 2.662 0.008
LOGISTIC REGRESSION ODDS RATIO RESULTS
Categorical Latent Variables
Within Level
C2#1 ON
X 0.351
C1#1 ON
X 0.534
Between Level
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.210E-02
(ratio of smallest to largest eigenvalue)
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
U14 0 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0
U12 0 0
U13 0 0 0
U14 0 0 0 0
U21 0 0 0 0 0
U22 0 0 0 0 0
U23 0 0 0 0 0
U24 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0
U23 0 0
U24 0 0 0
X 0 0 0 0
W 0 0 0 0 0
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0 0 0 0 0
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
C1#1 0 0 0 0 0
C2#1 0 0 0 0 0
X 0 0 0 0 0
W 0 0 0 0 0
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0
C1#1 0 0
C2#1 0 0 0
X 0 0 0 0
W 0 0 0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U22$1 U23$1 U24$1
________ ________ ________
1 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U22$1 U23$1 U24$1
________ ________ ________
1 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U22$1 U23$1 U24$1
________ ________ ________
1 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U22$1 U23$1 U24$1
________ ________ ________
1 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U22$1 U23$1 U24$1
________ ________ ________
1 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U22$1 U23$1 U24$1
________ ________ ________
1 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U22$1 U23$1 U24$1
________ ________ ________
1 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0 0 0 0 0
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U22$1 U23$1 U24$1
________ ________ ________
1 0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART (BETWEEN)
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 1 2 3 4 1
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U22$1 U23$1 U24$1
________ ________ ________
1 2 3 4
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 1 2 3 4 5
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U22$1 U23$1 U24$1
________ ________ ________
1 6 7 8
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 5 6 7 8 1
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U22$1 U23$1 U24$1
________ ________ ________
1 2 3 4
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 5 6 7 8 5
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U22$1 U23$1 U24$1
________ ________ ________
1 6 7 8
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 1 2 3 4 1
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U22$1 U23$1 U24$1
________ ________ ________
1 2 3 4
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 1 2 3 4 5
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U22$1 U23$1 U24$1
________ ________ ________
1 6 7 8
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 5 6 7 8 1
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U22$1 U23$1 U24$1
________ ________ ________
1 2 3 4
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 5 6 7 8 5
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U22$1 U23$1 U24$1
________ ________ ________
1 6 7 8
PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)
ALPHA(C)
CB#1 CB#2 C1#1 C1#2 C2#1
________ ________ ________ ________ ________
1 0 0 10 0 11
ALPHA(C)
C2#2
________
1 0
GAMMA(C)
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 0
CB#2 0 0 0 0 0
C1#1 0 0 0 13 0
C1#2 0 0 0 0 0
C2#1 0 0 0 14 0
C2#2 0 0 0 0 0
BETA(C)
C1#1 C1#2
________ ________
C2#1 17 0
C2#2 0 0
BETA(CC) FOR CB#1
C1#1 C1#2
________ ________
C2#1 18 0
C2#2 0 0
BETA(CC) FOR CB#2
C1#1 C1#2
________ ________
C2#1 0 0
C2#2 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART (BETWEEN)
ALPHA(C)
CB#1 CB#2 C1#1 C1#2 C2#1
________ ________ ________ ________ ________
1 9 0 0 0 0
ALPHA(C)
C2#2
________
1 0
GAMMA(C)
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0 0 0 0 12
CB#2 0 0 0 0 0
C1#1 0 0 0 0 0
C1#2 0 0 0 0 0
C2#1 0 0 0 0 0
C2#2 0 0 0 0 0
BETA(C)
CB#1 CB#2
________ ________
C1#1 15 0
C1#2 0 0
BETA(C)
CB#1 CB#2
________ ________
C2#1 16 0
C2#2 0 0
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.493
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.493
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.493
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 1 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.493
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.493
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.493
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.493
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR WITHIN LEVEL, LATENT CLASS PATTERN 2 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 1.000
U12 0.000 1.000
U13 0.000 0.000 1.000
U14 0.000 0.000 0.000 1.000
U21 0.000 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 1.000
U23 0.000 1.000
U24 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.493
W 0.000 0.000 0.000 0.000 0.000
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.529
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.529
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.529
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 1 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.529
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.529
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 1 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.529
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2 1
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.529
STARTING VALUES FOR BETWEEN LEVEL, LATENT CLASS PATTERN 2 2 2
NU
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
U22 U23 U24 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 1.000 0.000
W 0.000 0.000 0.000 0.000 1.000
THETA
U11 U12 U13 U14 U21
________ ________ ________ ________ ________
U11 0.000
U12 0.000 0.000
U13 0.000 0.000 0.000
U14 0.000 0.000 0.000 0.000
U21 0.000 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U24 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U22 U23 U24 X W
________ ________ ________ ________ ________
U22 0.000
U23 0.000 0.000
U24 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
ALPHA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
BETA
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
PSI
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000
C1#1 0.000 0.000
C2#1 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.529
STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART (WITHIN)
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U22$1 U23$1 U24$1
________ ________ ________
1 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U22$1 U23$1 U24$1
________ ________ ________
1 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U22$1 U23$1 U24$1
________ ________ ________
1 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U22$1 U23$1 U24$1
________ ________ ________
1 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U22$1 U23$1 U24$1
________ ________ ________
1 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U22$1 U23$1 U24$1
________ ________ ________
1 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U22$1 U23$1 U24$1
________ ________ ________
1 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U22$1 U23$1 U24$1
________ ________ ________
1 0.000 0.000 0.000
STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART (BETWEEN)
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 -0.270 -0.289 -0.248 -0.228 -0.270
TAU(U) FOR LATENT CLASS PATTERN 1 1 1
U22$1 U23$1 U24$1
________ ________ ________
1 -0.289 -0.248 -0.228
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 -0.270 -0.289 -0.248 -0.228 0.730
TAU(U) FOR LATENT CLASS PATTERN 1 1 2
U22$1 U23$1 U24$1
________ ________ ________
1 0.711 0.752 0.772
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0.730 0.711 0.752 0.772 -0.270
TAU(U) FOR LATENT CLASS PATTERN 1 2 1
U22$1 U23$1 U24$1
________ ________ ________
1 -0.289 -0.248 -0.228
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0.730 0.711 0.752 0.772 0.730
TAU(U) FOR LATENT CLASS PATTERN 1 2 2
U22$1 U23$1 U24$1
________ ________ ________
1 0.711 0.752 0.772
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 -0.270 -0.289 -0.248 -0.228 -0.270
TAU(U) FOR LATENT CLASS PATTERN 2 1 1
U22$1 U23$1 U24$1
________ ________ ________
1 -0.289 -0.248 -0.228
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 -0.270 -0.289 -0.248 -0.228 0.730
TAU(U) FOR LATENT CLASS PATTERN 2 1 2
U22$1 U23$1 U24$1
________ ________ ________
1 0.711 0.752 0.772
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0.730 0.711 0.752 0.772 -0.270
TAU(U) FOR LATENT CLASS PATTERN 2 2 1
U22$1 U23$1 U24$1
________ ________ ________
1 -0.289 -0.248 -0.228
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U11$1 U12$1 U13$1 U14$1 U21$1
________ ________ ________ ________ ________
1 0.730 0.711 0.752 0.772 0.730
TAU(U) FOR LATENT CLASS PATTERN 2 2 2
U22$1 U23$1 U24$1
________ ________ ________
1 0.711 0.752 0.772
STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (WITHIN)
ALPHA(C)
CB#1 CB#2 C1#1 C1#2 C2#1
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
ALPHA(C)
C2#2
________
1 0.000
GAMMA(C)
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
CB#2 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C1#2 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
C2#2 0.000 0.000 0.000 0.000 0.000
BETA(C)
C1#1 C1#2
________ ________
C2#1 0.000 0.000
C2#2 0.000 0.000
BETA(CC) FOR CB#1
C1#1 C1#2
________ ________
C2#1 0.000 0.000
C2#2 0.000 0.000
BETA(CC) FOR CB#2
C1#1 C1#2
________ ________
C2#1 0.000 0.000
C2#2 0.000 0.000
STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART (BETWEEN)
ALPHA(C)
CB#1 CB#2 C1#1 C1#2 C2#1
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
ALPHA(C)
C2#2
________
1 0.000
GAMMA(C)
CB#1 C1#1 C2#1 X W
________ ________ ________ ________ ________
CB#1 0.000 0.000 0.000 0.000 0.000
CB#2 0.000 0.000 0.000 0.000 0.000
C1#1 0.000 0.000 0.000 0.000 0.000
C1#2 0.000 0.000 0.000 0.000 0.000
C2#1 0.000 0.000 0.000 0.000 0.000
C2#2 0.000 0.000 0.000 0.000 0.000
BETA(C)
CB#1 CB#2
________ ________
C1#1 0.000 0.000
C1#2 0.000 0.000
BETA(C)
CB#1 CB#2
________ ________
C2#1 0.000 0.000
C2#2 0.000 0.000
TECHNICAL 8 OUTPUT
INITIAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.21513325D+05 0.0000000 0.0000000 504.876 473.488 EM
491.313 530.322
504.876 473.488
491.313 530.322
2 -0.21201693D+05 311.6327149 0.0144856 519.001 439.479 EM
471.148 570.372
519.001 439.479
471.148 570.372
3 -0.21008535D+05 193.1574845 0.0091105 526.375 411.450 EM
451.578 610.597
526.375 411.450
451.578 610.597
4 -0.20941630D+05 66.9048258 0.0031846 526.112 391.914 EM
436.913 645.061
526.112 391.914
436.913 645.061
5 -0.20921926D+05 19.7041981 0.0009409 521.006 378.265 EM
426.164 674.565
521.006 378.265
426.164 674.565
6 -0.20913287D+05 8.6393700 0.0004129 513.355 368.227 EM
418.023 700.395
513.355 368.227
418.023 700.395
7 -0.20907466D+05 5.8210211 0.0002783 504.544 360.444 EM
411.630 723.381
504.544 360.444
411.630 723.381
8 -0.20902841D+05 4.6245530 0.0002212 495.341 354.158 EM
406.461 744.040
495.341 354.158
406.461 744.040
9 -0.20898993D+05 3.8478757 0.0001841 486.167 348.929 EM
402.183 762.721
486.167 348.929
402.183 762.721
10 -0.20895746D+05 3.2474357 0.0001554 477.259 344.490 EM
398.577 779.675
477.259 344.490
398.577 779.675
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.26906021D+05 0.0000000 0.0000000 1363.850 1273.978 EM
1082.473 164.836
41.421 40.152
14.478 18.811
2 -0.21573293D+05 5332.7278959 0.1981983 1332.600 1172.420 EM
981.543 183.498
100.643 106.659
45.749 76.888
3 -0.21263297D+05 309.9960952 0.0143694 1130.016 873.868 EM
729.150 157.587
317.527 316.150
191.101 284.600
4 -0.21052335D+05 210.9616106 0.0099214 989.393 642.519 EM
505.328 124.870
466.654 442.566
343.977 484.694
5 -0.20904570D+05 147.7655070 0.0070190 946.840 509.903 EM
359.651 102.378
531.857 485.949
446.140 617.282
6 -0.20815947D+05 88.6226115 0.0042394 961.454 439.007 EM
276.779 92.903
555.041 491.429
496.242 687.144
7 -0.20770913D+05 45.0341782 0.0021634 992.292 397.139 EM
227.000 91.425
567.284 487.158
517.449 720.254
8 -0.20748945D+05 21.9681398 0.0010576 1022.594 369.506 EM
194.659 93.593
578.575 481.909
525.363 733.802
9 -0.20737634D+05 11.3110900 0.0005451 1047.930 349.607 EM
172.372 96.851
590.575 477.814
527.657 737.195
10 -0.20731231D+05 6.4024928 0.0003087 1068.104 334.408 EM
156.294 99.953
602.902 475.113
527.792 735.433
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.31501733D+05 0.0000000 0.0000000 931.783 999.148 EM
412.265 141.534
330.612 482.699
488.388 213.570
2 -0.22127322D+05 9374.4112827 0.2975840 1099.784 952.130 EM
376.710 122.359
290.720 437.683
486.081 234.533
3 -0.21649020D+05 478.3023846 0.0216159 1135.115 801.521 EM
310.589 113.807
305.371 449.038
552.453 332.106
4 -0.21286697D+05 362.3223031 0.0167362 1110.672 629.409 EM
247.500 113.236
357.504 464.467
609.921 467.291
5 -0.20986754D+05 299.9434644 0.0140907 1088.283 502.623 EM
207.601 119.026
422.583 467.607
613.232 579.044
6 -0.20826015D+05 160.7384272 0.0076590 1078.580 424.013 EM
182.602 122.382
480.105 471.134
593.146 648.038
7 -0.20762706D+05 63.3094954 0.0030399 1080.147 377.102 EM
165.182 122.446
523.041 473.414
572.321 686.347
8 -0.20739583D+05 23.1229794 0.0011137 1086.993 348.108 EM
152.107 121.068
554.877 474.270
556.607 705.969
9 -0.20730434D+05 9.1488075 0.0004411 1095.181 329.116 EM
141.867 119.184
579.513 474.465
545.922 714.752
10 -0.20726148D+05 4.2862475 0.0002068 1103.124 315.923 EM
133.635 117.185
599.363 474.464
538.945 717.361
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.26384814D+05 0.0000000 0.0000000 331.371 225.757 EM
424.151 43.634
1805.055 484.477
477.807 207.749
2 -0.21560634D+05 4824.1800869 0.1828393 319.936 191.306 EM
187.972 35.676
2011.763 507.832
459.555 285.959
3 -0.21153071D+05 407.5624065 0.0189031 336.365 228.024 EM
226.873 71.277
1926.453 489.491
405.162 316.356
4 -0.20942201D+05 210.8702476 0.0099688 395.324 290.280 EM
299.914 142.403
1799.265 441.228
333.374 298.212
5 -0.20848827D+05 93.3743407 0.0044587 494.179 368.142 EM
392.513 247.459
1629.355 375.617
253.924 238.811
6 -0.20793518D+05 55.3090202 0.0026529 597.300 432.856 EM
469.083 355.961
1461.533 317.295
188.445 177.528
7 -0.20757203D+05 36.3150860 0.0017465 673.825 471.415 EM
514.107 442.332
1338.490 279.110
145.029 135.692
8 -0.20736110D+05 21.0924600 0.0010162 719.636 489.475 EM
534.567 502.306
1264.445 258.449
118.782 112.340
9 -0.20725781D+05 10.3290004 0.0004981 743.580 495.732 EM
541.110 542.012
1224.804 248.905
103.365 100.492
10 -0.20721135D+05 4.6466131 0.0002242 755.165 496.576 EM
541.495 568.564
1204.125 245.176
94.211 94.688
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.23808713D+05 0.0000000 0.0000000 514.096 218.838 EM
621.678 14.598
850.512 781.888
774.561 223.829
2 -0.21855291D+05 1953.4219383 0.0820465 339.993 146.271 EM
385.116 18.054
1068.500 897.241
828.313 316.511
3 -0.21674723D+05 180.5684237 0.0082620 216.538 83.927 EM
209.582 19.201
1281.576 933.976
804.092 451.107
4 -0.21490997D+05 183.7258071 0.0084765 201.130 63.469 EM
153.471 23.198
1400.294 861.821
705.561 591.056
5 -0.21272383D+05 218.6137721 0.0101723 264.803 63.546 EM
143.052 29.526
1434.719 742.325
599.878 722.149
6 -0.21076588D+05 195.7950650 0.0092042 440.434 85.756 EM
156.956 38.512
1341.583 622.655
517.288 796.815
7 -0.20932003D+05 144.5852257 0.0068600 677.491 122.629 EM
165.726 49.594
1170.569 534.682
467.835 811.473
8 -0.20833894D+05 98.1095693 0.0046871 874.083 162.630 EM
159.733 61.271
1013.992 485.727
448.100 794.464
9 -0.20775662D+05 58.2318309 0.0027951 1003.362 199.098 EM
146.368 72.406
901.919 462.157
448.156 766.536
10 -0.20744706D+05 30.9561467 0.0014900 1077.101 226.418 EM
132.409 81.134
831.421 453.190
458.563 739.764
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.35666905D+05 0.0000000 0.0000000 497.163 60.234 EM
27.629 484.022
1483.376 344.220
338.088 765.267
2 -0.22108754D+05 ************ 0.3801325 538.214 105.135 EM
39.440 447.817
1559.513 466.383
377.810 465.688
3 -0.21975725D+05 133.0288800 0.0060170 531.714 104.887 EM
39.267 450.819
1565.469 468.300
382.096 457.447
4 -0.21802455D+05 173.2700045 0.0078846 568.933 112.414 EM
41.769 500.718
1514.383 451.141
358.933 451.710
5 -0.21521429D+05 281.0257543 0.0128896 668.661 134.260 EM
53.616 652.362
1375.451 407.193
304.847 403.610
6 -0.21209201D+05 312.2279208 0.0145078 736.434 160.223 EM
75.532 813.544
1258.396 372.939
256.061 326.871
7 -0.21005687D+05 203.5143082 0.0095956 727.303 185.718 EM
107.159 894.718
1223.371 365.172
232.288 264.272
8 -0.20902151D+05 103.5361424 0.0049290 708.961 218.484 EM
153.036 927.251
1200.230 359.054
215.848 217.136
9 -0.20843418D+05 58.7329371 0.0028099 699.812 257.242 EM
212.778 932.037
1169.475 347.520
197.968 183.169
10 -0.20802721D+05 40.6967231 0.0019525 694.696 297.425 EM
278.391 918.370
1138.568 334.005
179.409 159.138
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.34380729D+05 0.0000000 0.0000000 1052.968 338.558 EM
790.786 903.261
260.651 417.788
89.175 146.814
2 -0.21594671D+05 ************ 0.3718961 1084.886 409.526 EM
778.043 942.894
261.164 309.848
95.445 118.193
3 -0.21182133D+05 412.5373235 0.0191037 1027.008 439.126 EM
746.922 993.503
298.991 280.412
104.638 109.399
4 -0.21036237D+05 145.8963952 0.0068877 926.521 441.062 EM
708.694 1037.968
366.148 284.112
123.233 112.262
5 -0.20956074D+05 80.1635777 0.0038107 805.291 423.155 EM
662.353 1068.917
454.042 306.260
154.156 125.827
6 -0.20903288D+05 52.7858268 0.0025189 686.327 395.628 EM
613.491 1087.262
542.843 334.032
193.128 147.289
7 -0.20866975D+05 36.3123819 0.0017372 579.622 364.515 EM
565.862 1094.112
621.743 362.897
235.854 175.396
8 -0.20840938D+05 26.0375612 0.0012478 488.593 332.704 EM
522.398 1091.947
685.992 391.444
277.859 209.063
9 -0.20821087D+05 19.8509935 0.0009525 412.642 301.947 EM
484.177 1083.942
735.697 418.481
316.100 247.014
10 -0.20804839D+05 16.2482114 0.0007804 349.945 273.418 EM
451.076 1073.319
772.609 442.763
349.259 287.611
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.38793052D+05 0.0000000 0.0000000 37.426 948.666 EM
248.839 1044.539
146.510 187.071
594.201 792.749
2 -0.21871739D+05 ************ 0.4361944 36.881 664.799 EM
220.948 867.204
179.718 263.642
717.740 1049.067
3 -0.21360415D+05 511.3235501 0.0233783 40.725 453.430 EM
182.660 677.062
256.474 339.713
789.177 1260.758
4 -0.21105829D+05 254.5860762 0.0119186 47.461 320.855 EM
153.634 582.112
341.986 402.886
779.691 1371.375
5 -0.20972160D+05 133.6693034 0.0063333 49.998 234.231 EM
137.291 575.499
423.939 450.279
735.176 1393.586
6 -0.20892488D+05 79.6716826 0.0037989 48.611 179.176 EM
143.442 679.054
491.224 480.777
670.631 1307.085
7 -0.20821820D+05 70.6682284 0.0033825 50.607 148.233 EM
169.644 860.884
533.745 493.574
597.418 1145.895
8 -0.20768152D+05 53.6677669 0.0025775 57.086 128.992 EM
197.085 1017.413
555.501 497.446
541.534 1004.943
9 -0.20740442D+05 27.7098897 0.0013342 63.711 113.456 EM
216.403 1109.124
568.853 501.718
509.559 917.176
10 -0.20728483D+05 11.9591427 0.0005766 68.892 101.621 EM
227.642 1152.140
579.449 507.505
494.363 868.388
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.30480752D+05 0.0000000 0.0000000 326.406 717.964 EM
1616.771 846.018
109.847 26.035
247.302 109.656
2 -0.22309934D+05 8170.8185307 0.2680649 269.659 906.936 EM
1694.348 818.807
71.618 22.182
157.968 58.482
3 -0.22057748D+05 252.1856330 0.0113037 226.209 1022.165 EM
1722.026 770.702
64.608 22.886
131.064 40.339
4 -0.21973696D+05 84.0519148 0.0038105 196.394 1095.590 EM
1737.285 731.915
64.834 24.380
118.500 31.101
5 -0.21914303D+05 59.3929903 0.0027029 174.694 1148.809 EM
1731.520 702.105
72.315 28.351
115.751 26.455
6 -0.21848637D+05 65.6661998 0.0029965 161.161 1181.225 EM
1692.150 686.608
91.781 37.272
124.151 25.655
7 -0.21758357D+05 90.2801490 0.0041321 157.491 1175.999 EM
1594.418 692.092
138.675 57.981
152.669 30.675
8 -0.21618778D+05 139.5782915 0.0064149 159.697 1076.043 EM
1376.437 710.255
272.061 116.469
236.851 52.186
9 -0.21383829D+05 234.9497721 0.0108679 141.896 793.631 EM
986.210 692.793
589.864 269.384
408.509 117.713
10 -0.21124745D+05 259.0833609 0.0121159 139.960 580.874 EM
745.131 711.167
791.901 387.417
456.996 186.553
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.38785638D+05 0.0000000 0.0000000 958.786 381.535 EM
1556.063 984.011
12.776 7.964
48.364 50.500
2 -0.21281163D+05 ************ 0.4513133 992.542 533.171 EM
1156.933 991.214
26.187 24.959
102.059 172.935
3 -0.20963711D+05 317.4517704 0.0149170 928.637 550.736 EM
830.104 831.409
60.842 65.750
224.679 507.843
4 -0.20805762D+05 157.9485795 0.0075344 834.229 508.666 EM
599.597 647.770
100.514 113.875
332.835 862.514
5 -0.20751855D+05 53.9071523 0.0025910 803.929 511.236 EM
526.970 610.407
109.860 125.421
337.306 974.872
6 -0.20735861D+05 15.9941552 0.0007707 783.109 514.863 EM
494.338 601.775
113.888 128.512
330.513 1033.002
7 -0.20729614D+05 6.2467539 0.0003013 767.203 518.083 EM
479.844 605.476
115.264 127.645
321.443 1065.043
8 -0.20726360D+05 3.2542270 0.0001570 754.050 520.326 EM
473.614 613.786
115.305 125.075
312.981 1084.863
9 -0.20724230D+05 2.1301994 0.0001028 742.802 521.844 EM
471.307 623.596
114.613 121.834
305.639 1098.366
10 -0.20722653D+05 1.5765515 0.0000761 733.000 522.916 EM
470.877 633.582
113.524 118.428
299.375 1108.297
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.30071070D+05 0.0000000 0.0000000 2996.370 907.081 EM
5.989 8.889
51.176 22.288
5.112 3.096
2 -0.22129521D+05 7941.5491826 0.2640927 3170.351 674.847 EM
36.978 5.286
71.682 19.723
17.961 3.172
3 -0.22015902D+05 113.6189069 0.0051343 3234.851 625.372 EM
36.315 4.652
63.962 16.267
15.972 2.609
4 -0.21979577D+05 36.3256823 0.0016500 3268.964 599.468 EM
35.753 4.221
59.623 14.658
14.989 2.324
5 -0.21961726D+05 17.8508224 0.0008122 3284.930 586.579 EM
35.316 3.890
57.967 14.212
14.880 2.226
6 -0.21947183D+05 14.5424239 0.0006622 3283.531 582.790 EM
35.047 3.631
60.796 15.387
16.397 2.420
7 -0.21925253D+05 21.9303183 0.0009992 3248.895 587.771 EM
35.090 3.487
76.824 21.221
23.166 3.546
8 -0.21878782D+05 46.4705021 0.0021195 3099.530 591.684 EM
35.101 3.524
152.773 50.103
57.274 10.012
9 -0.21756892D+05 121.8900439 0.0055712 2514.607 509.427 EM
29.958 3.257
469.549 192.167
229.574 51.460
10 -0.21522684D+05 234.2083483 0.0107648 1734.409 352.158 EM
21.959 2.697
851.674 402.749
484.837 149.517
FINAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.26384814D+05 0.0000000 0.0000000 331.371 225.757 EM
424.151 43.634
1805.055 484.477
477.807 207.749
2 -0.21560634D+05 4824.1800869 0.1828393 319.936 191.306 EM
187.972 35.676
2011.763 507.832
459.555 285.959
3 -0.21153071D+05 407.5624065 0.0189031 336.365 228.024 EM
226.873 71.277
1926.453 489.491
405.162 316.356
4 -0.20942201D+05 210.8702476 0.0099688 395.324 290.280 EM
299.914 142.403
1799.265 441.228
333.374 298.212
5 -0.20848827D+05 93.3743407 0.0044587 494.179 368.142 EM
392.513 247.459
1629.355 375.617
253.924 238.811
6 -0.20793518D+05 55.3090202 0.0026529 597.300 432.856 EM
469.083 355.961
1461.533 317.295
188.445 177.528
7 -0.20757203D+05 36.3150860 0.0017465 673.825 471.415 EM
514.107 442.332
1338.490 279.110
145.029 135.692
8 -0.20736110D+05 21.0924600 0.0010162 719.636 489.475 EM
534.567 502.306
1264.445 258.449
118.782 112.340
9 -0.20725781D+05 10.3290004 0.0004981 743.580 495.732 EM
541.110 542.012
1224.804 248.905
103.365 100.492
10 -0.20721135D+05 4.6466131 0.0002242 755.165 496.576 EM
541.495 568.564
1204.125 245.176
94.211 94.688
11 -0.20719010D+05 2.1246694 0.0001025 760.343 495.357 EM
539.755 586.841
1192.855 244.180
88.679 91.990
12 -0.20717969D+05 1.0406633 0.0000502 762.228 493.570 EM
537.609 599.840
1186.177 244.368
85.304 90.904
13 -0.20717414D+05 0.5549834 0.0000268 762.373 491.809 EM
535.667 609.378
1181.847 245.021
83.251 90.654
14 -0.20717092D+05 0.3217599 0.0000155 761.574 490.272 EM
534.087 616.571
1178.815 245.821
82.032 90.827
15 -0.20716892D+05 0.2008660 0.0000097 760.266 488.999 EM
532.860 622.128
1176.562 246.634
81.349 91.202
16 -0.20716758D+05 0.1333303 0.0000064 758.701 487.969 EM
531.928 626.509
1174.814 247.408
81.013 91.657
17 -0.20716665D+05 0.0929054 0.0000045 757.032 487.145 EM
531.227 630.027
1173.411 248.125
80.904 92.128
18 -0.20716598D+05 0.0671841 0.0000032 755.353 486.488 EM
530.703 632.895
1172.257 248.782
80.940 92.581
19 -0.20716548D+05 0.0499444 0.0000024 753.721 485.962 EM
530.311 635.265
1171.289 249.382
81.069 93.000
20 -0.20716510D+05 0.0378857 0.0000018 752.171 485.539 EM
530.017 637.247
1170.464 249.928
81.253 93.380
21 -0.20716481D+05 0.0291608 0.0000014 750.721 485.196 EM
529.795 638.920
1169.753 250.425
81.469 93.720
22 -0.20716459D+05 0.0226814 0.0000011 749.380 484.915 EM
529.627 640.345
1169.133 250.878
81.700 94.022
23 -0.20716441D+05 0.0177744 0.0000009 748.149 484.684 EM
529.498 641.569
1168.590 251.289
81.934 94.288
24 -0.20716427D+05 0.0140039 0.0000007 747.025 484.490 EM
529.398 642.625
1168.112 251.663
82.164 94.522
25 -0.20716416D+05 0.0110759 0.0000005 746.005 484.327 EM
529.320 643.543
1167.688 252.003
82.386 94.728
26 -0.20716407D+05 0.0087845 0.0000004 745.083 484.189 EM
529.258 644.343
1167.311 252.311
82.596 94.909
27 -0.20716400D+05 0.0069812 0.0000003 744.250 484.070 EM
529.208 645.044
1166.976 252.590
82.792 95.068
28 -0.20716394D+05 0.0055562 0.0000003 743.500 483.968 EM
529.167 645.661
1166.678 252.843
82.975 95.208
29 -0.20716390D+05 0.0044269 0.0000002 742.826 483.879 EM
529.134 646.204
1166.411 253.071
83.144 95.332
30 -0.20716386D+05 0.0035300 0.0000002 742.221 483.801 EM
529.106 646.683
1166.173 253.277
83.298 95.440
31 -0.20716384D+05 0.0028164 0.0000001 741.678 483.733 EM
529.082 647.108
1165.960 253.463
83.440 95.536
32 -0.20716381D+05 0.0022481 0.0000001 741.192 483.672 EM
529.062 647.484
1165.769 253.631
83.568 95.621
33 -0.20716380D+05 0.0017951 0.0000001 740.756 483.619 EM
529.045 647.819
1165.598 253.782
83.685 95.696
34 -0.20716378D+05 0.0014338 0.0000001 740.366 483.572 EM
529.030 648.116
1165.446 253.917
83.791 95.763
35 -0.20716377D+05 0.0011454 0.0000001 740.017 483.530 EM
529.017 648.380
1165.309 254.039
83.886 95.822
36 -0.20716376D+05 0.0009152 0.0000000 739.704 483.493 EM
529.006 648.615
1165.187 254.149
83.973 95.874
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.38785638D+05 0.0000000 0.0000000 958.786 381.535 EM
1556.063 984.011
12.776 7.964
48.364 50.500
2 -0.21281163D+05 ************ 0.4513133 992.542 533.171 EM
1156.933 991.214
26.187 24.959
102.059 172.935
3 -0.20963711D+05 317.4517704 0.0149170 928.637 550.736 EM
830.104 831.409
60.842 65.750
224.679 507.843
4 -0.20805762D+05 157.9485795 0.0075344 834.229 508.666 EM
599.597 647.770
100.514 113.875
332.835 862.514
5 -0.20751855D+05 53.9071523 0.0025910 803.929 511.236 EM
526.970 610.407
109.860 125.421
337.306 974.872
6 -0.20735861D+05 15.9941552 0.0007707 783.109 514.863 EM
494.338 601.775
113.888 128.512
330.513 1033.002
7 -0.20729614D+05 6.2467539 0.0003013 767.203 518.083 EM
479.844 605.476
115.264 127.645
321.443 1065.043
8 -0.20726360D+05 3.2542270 0.0001570 754.050 520.326 EM
473.614 613.786
115.305 125.075
312.981 1084.863
9 -0.20724230D+05 2.1301994 0.0001028 742.802 521.844 EM
471.307 623.596
114.613 121.834
305.639 1098.366
10 -0.20722653D+05 1.5765515 0.0000761 733.000 522.916 EM
470.877 633.582
113.524 118.428
299.375 1108.297
11 -0.20721422D+05 1.2310848 0.0000594 724.357 523.730 EM
471.325 643.179
112.244 115.109
294.031 1116.025
12 -0.20720440D+05 0.9822421 0.0000474 716.679 524.389 EM
472.154 652.156
110.899 111.994
289.446 1122.282
13 -0.20719650D+05 0.7901992 0.0000381 709.826 524.946 EM
473.119 660.435
109.565 109.133
285.487 1127.489
14 -0.20719012D+05 0.6375318 0.0000308 703.690 525.429 EM
474.095 668.008
108.288 106.538
282.048 1131.905
15 -0.20718497D+05 0.5146938 0.0000248 698.188 525.852 EM
475.025 674.901
107.092 104.201
279.043 1135.697
16 -0.20718082D+05 0.4154090 0.0000201 693.250 526.224 EM
475.886 681.154
105.988 102.107
276.406 1138.985
17 -0.20717747D+05 0.3350591 0.0000162 688.816 526.550 EM
476.668 686.813
104.981 100.237
274.082 1141.854
18 -0.20717477D+05 0.2700416 0.0000130 684.835 526.837 EM
477.372 691.926
104.067 98.568
272.027 1144.369
19 -0.20717260D+05 0.2174692 0.0000105 681.261 527.088 EM
478.003 696.540
103.243 97.080
270.206 1146.581
20 -0.20717085D+05 0.1750002 0.0000084 678.054 527.307 EM
478.565 700.698
102.501 95.754
268.589 1148.531
21 -0.20716944D+05 0.1407273 0.0000068 675.178 527.499 EM
479.067 704.442
101.837 94.573
267.150 1150.255
22 -0.20716831D+05 0.1130955 0.0000055 672.598 527.667 EM
479.513 707.810
101.242 93.520
265.868 1151.781
23 -0.20716740D+05 0.0908378 0.0000044 670.286 527.814 EM
479.911 710.839
100.711 92.581
264.725 1153.134
24 -0.20716667D+05 0.0729238 0.0000035 668.214 527.942 EM
480.264 713.561
100.236 91.744
263.705 1154.334
25 -0.20716608D+05 0.0585164 0.0000028 666.358 528.055 EM
480.579 716.005
99.812 90.997
262.794 1155.400
26 -0.20716561D+05 0.0469367 0.0000023 664.696 528.154 EM
480.859 718.199
99.434 90.331
261.980 1156.347
27 -0.20716524D+05 0.0376352 0.0000018 663.208 528.240 EM
481.109 720.168
99.097 89.736
261.253 1157.190
28 -0.20716494D+05 0.0301675 0.0000015 661.875 528.317 EM
481.331 721.934
98.796 89.205
260.602 1157.940
29 -0.20716469D+05 0.0241749 0.0000012 660.683 528.384 EM
481.529 723.518
98.528 88.730
260.021 1158.608
30 -0.20716450D+05 0.0193679 0.0000009 659.616 528.443 EM
481.706 724.937
98.289 88.306
259.501 1159.202
31 -0.20716435D+05 0.0155134 0.0000007 658.661 528.495 EM
481.864 726.209
98.075 87.928
259.036 1159.733
32 -0.20716422D+05 0.0124236 0.0000006 657.807 528.541 EM
482.004 727.349
97.885 87.589
258.620 1160.205
33 -0.20716412D+05 0.0099474 0.0000005 657.043 528.582 EM
482.130 728.370
97.715 87.287
258.247 1160.627
34 -0.20716404D+05 0.0079636 0.0000004 656.359 528.618 EM
482.241 729.284
97.564 87.016
257.914 1161.002
35 -0.20716398D+05 0.0063746 0.0000003 655.748 528.650 EM
482.341 730.103
97.429 86.774
257.617 1161.338
36 -0.20716393D+05 0.0051020 0.0000002 655.201 528.679 EM
482.431 730.836
97.308 86.558
257.350 1161.637
37 -0.20716389D+05 0.0040830 0.0000002 654.712 528.704 EM
482.510 731.492
97.201 86.365
257.112 1161.905
38 -0.20716385D+05 0.0032672 0.0000002 654.274 528.726 EM
482.581 732.080
97.105 86.192
256.899 1162.143
39 -0.20716374D+05 0.0118328 0.0000006 650.294 528.837 FS
483.671 737.192
96.351 84.646
254.975 1164.035
40 -0.20716373D+05 0.0008617 0.0000000 651.039 528.885 FS
482.841 736.670
96.313 84.850
255.382 1164.021
Beginning Time: 17:35:41
Ending Time: 17:35:46
Elapsed Time: 00:00:05
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