Mplus VERSION 6
MUTHEN & MUTHEN
04/25/2010 11:00 PM
INPUT INSTRUCTIONS
Title: app10
ControlM3juv.inp
Filename "3c.txi.pd.tnd.2.disj_v2"
prc.hbrown.bmuthen.c1.v2.05032000.dat
Hopkins Data, Cohort 1, Version 2, 5/3/00
Katherine Masyn
Males Only
Three-class Analysis for Males, STD/GBG and GBG/GBG Groups
Tx as indicator
Psi = Diagonal and fixed across class
(Quadratic fixed to zero)
Theta = non-diagonal and fixed across class
Class 3 fixed to no treatment effect and zero growth
Juvenile Court as distal outcome
Class only predicting distal outcome
Data: File is toca.dat;
Variable: Names are PRCID DESGN11F DESGN11S DESGN12F DESGN12S
GENDER AGE SCTAA11F SCTAA11S SCTAA12F
SCTAA12S SCTAA13S SCTAA14S SCTAA15S SCTAA16S
SCTAA17S INTNGRP juvcrt removal classaa yrtx
c1-c6;
Missing are all (999);
Useobservations are GENDER==1 AND (INTNGRP==11);
Usevariables are SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S
SCTAA14S SCTAA15S SCTAA16S SCTAA17S
juvcrt;
Categorical are juvcrt;
Classes=c(3);
Define: tx=(INTNGRP==4);
Analysis: Type=Mixture missing;
Model: %Overall%
ac by SCTAA11F@1 SCTAA11S@1 SCTAA12F@1 SCTAA12S@1 SCTAA13S@1
SCTAA14S@1 SCTAA15S@1 SCTAA16S@1 SCTAA17S@1;
bc by SCTAA11F@0 SCTAA11S@0.5 SCTAA12F@1 SCTAA12S@1.5
SCTAA13S@2.5 SCTAA14S@3.5 SCTAA15S@4.5
SCTAA16S@5.5 SCTAA17S@6.5;
qc by SCTAA11F@0 SCTAA11S@0.25 SCTAA12F@1 SCTAA12S@2.25
SCTAA13S@6.25 SCTAA14S@12.25 SCTAA15S@20.25
SCTAA16S@30.25 SCTAA17S@42.25;
[ac bc qc];
[SCTAA11F@0 SCTAA11S@0 SCTAA12F@0 SCTAA12S@0 SCTAA13S@0
SCTAA14S@0 SCTAA15S@0 SCTAA16S@0 SCTAA17S@0];
ac;
ac with bc@0 (2);
ac with qc@0 (3);
bc;
bc with qc@0 (5);
qc@0 (6);
SCTAA11F with SCTAA11S;
SCTAA12F with SCTAA12S;
%c#1%
[ac*3.467 bc* qc*];
[juvcrt$1*1];
%c#2%
[ac*2.364 bc* qc*];
[juvcrt$1*-1];
%c#3%
[ac*1.261 bc@0 qc@0];
[juvcrt$1*2];
SCTAA11F-SCTAA17S;
ac;
Output:
patterns standardized tech4 Tech8;
*** WARNING in ANALYSIS command
Starting with Version 5, TYPE=MISSING is the default for all analyses.
To obtain listwise deletion, use LISTWISE=ON in the DATA command.
1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS
app10
ControlM3juv.inp
Filename "3c.txi.pd.tnd.2.disj_v2"
prc.hbrown.bmuthen.c1.v2.05032000.dat
Hopkins Data, Cohort 1, Version 2, 5/3/00
Katherine Masyn
Males Only
Three-class Analysis for Males, STD/GBG and GBG/GBG Groups
Tx as indicator
Psi = Diagonal and fixed across class
(Quadratic fixed to zero)
Theta = non-diagonal and fixed across class
Class 3 fixed to no treatment effect and zero growth
Juvenile Court as distal outcome
Class only predicting distal outcome
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 81
Number of dependent variables 10
Number of independent variables 0
Number of continuous latent variables 3
Number of categorical latent variables 1
Observed dependent variables
Continuous
SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S SCTAA14S
SCTAA15S SCTAA16S SCTAA17S
Binary and ordered categorical (ordinal)
JUVCRT
Continuous latent variables
AC BC QC
Categorical latent variables
C
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-06
Relative loglikelihood change 0.100D-06
Derivative 0.100D-05
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-05
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-05
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
Maximum number of iterations for H1 2000
Convergence criterion for H1 0.100D-03
Optimization algorithm EMA
Random Starts Specifications
Number of initial stage random starts 10
Number of final stage optimizations 2
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
Link LOGIT
Input data file(s)
toca.dat
Input data format FREE
SUMMARY OF DATA
Number of missing data patterns 45
Number of y missing data patterns 45
Number of u missing data patterns 1
SUMMARY OF MISSING DATA PATTERNS
MISSING DATA PATTERNS FOR Y (x = not missing)
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
SCTAA11F x x x x x x x x x x x x x x x x
SCTAA11S x x x x x x x x x x
SCTAA12F x x x x x x x x
SCTAA12S x x x x x x x x x x
SCTAA13S x x x x x x x x x
SCTAA14S x x x x x x x x x x x x x
SCTAA15S x x x x x x x x x x x x
SCTAA16S x x x x x x x x x x x x
SCTAA17S x x x x x x x x
21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40
SCTAA11F x x x x x x x x x x x x x x x
SCTAA11S x x x x x x x x x x x x
SCTAA12F x x x x x x x x x x x x x
SCTAA12S x x x x x x x x x x
SCTAA13S x x x x x x x
SCTAA14S x x x x x x x x x x x x x x
SCTAA15S x x x x x x x x x x
SCTAA16S x x x x x x x x x x x x x x x x x
SCTAA17S x x x x x x x x x x x x x x
41 42 43 44 45
SCTAA11F x x x x
SCTAA11S x x x
SCTAA12F x x x
SCTAA12S x x
SCTAA13S x x x
SCTAA14S x x
SCTAA15S x
SCTAA16S x x x
SCTAA17S x
MISSING DATA PATTERN FREQUENCIES FOR Y
Pattern Frequency Pattern Frequency Pattern Frequency
1 21 16 1 31 1
2 1 17 1 32 1
3 3 18 1 33 1
4 1 19 1 34 1
5 1 20 4 35 1
6 1 21 1 36 1
7 1 22 2 37 1
8 3 23 1 38 1
9 1 24 1 39 1
10 2 25 1 40 1
11 3 26 1 41 1
12 1 27 1 42 1
13 4 28 1 43 1
14 1 29 1 44 1
15 2 30 2 45 1
COVARIANCE COVERAGE OF DATA
Minimum covariance coverage value 0.100
PROPORTION OF DATA PRESENT FOR Y
Covariance Coverage
SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S
________ ________ ________ ________ ________
SCTAA11F 0.852
SCTAA11S 0.593 0.667
SCTAA12F 0.556 0.481 0.630
SCTAA12S 0.543 0.481 0.556 0.605
SCTAA13S 0.519 0.444 0.519 0.531 0.568
SCTAA14S 0.654 0.519 0.531 0.494 0.494
SCTAA15S 0.580 0.494 0.519 0.506 0.481
SCTAA16S 0.642 0.506 0.531 0.506 0.481
SCTAA17S 0.568 0.457 0.469 0.457 0.420
Covariance Coverage
SCTAA14S SCTAA15S SCTAA16S SCTAA17S
________ ________ ________ ________
SCTAA14S 0.728
SCTAA15S 0.605 0.667
SCTAA16S 0.630 0.617 0.765
SCTAA17S 0.556 0.568 0.654 0.654
UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES
JUVCRT
Category 1 0.605 49.000
Category 2 0.395 32.000
RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST LOGLIKELIHOOD VALUES
10 perturbed starting value run(s) did not converge in the initial stage
optimizations.
Final stage loglikelihood values at local maxima, seeds, and initial stage start numbers:
-611.703 unperturbed 0
1 perturbed starting value run(s) did not converge.
WARNING: WHEN ESTIMATING A MODEL WITH MORE THAN TWO CLASSES, IT MAY BE
NECESSARY TO INCREASE THE NUMBER OF RANDOM STARTS USING THE STARTS OPTION
TO AVOID LOCAL MAXIMA.
WARNING: THE BEST LOGLIKELIHOOD VALUE WAS NOT REPLICATED. THE
SOLUTION MAY NOT BE TRUSTWORTHY DUE TO LOCAL MAXIMA. INCREASE THE
NUMBER OF RANDOM STARTS.
THE MODEL ESTIMATION TERMINATED NORMALLY
WARNING: THE LATENT VARIABLE COVARIANCE MATRIX (PSI) IN CLASS 3
IS NOT POSITIVE DEFINITE. THIS COULD INDICATE A NEGATIVE VARIANCE/
RESIDUAL VARIANCE FOR A LATENT VARIABLE, A CORRELATION GREATER OR EQUAL
TO ONE BETWEEN TWO LATENT VARIABLES, OR A LINEAR DEPENDENCY AMONG MORE
THAN TWO LATENT VARIABLES. CHECK THE TECH4 OUTPUT FOR MORE INFORMATION.
PROBLEM INVOLVING VARIABLE AC.
TESTS OF MODEL FIT
Loglikelihood
H0 Value -611.703
H0 Scaling Correction Factor 1.062
for MLR
Information Criteria
Number of Free Parameters 35
Akaike (AIC) 1293.406
Bayesian (BIC) 1377.212
Sample-Size Adjusted BIC 1266.833
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit for the Binary and Ordered Categorical
(Ordinal) Outcomes
Pearson Chi-Square
Value 0.000
Degrees of freedom cannot be computed for this model part.
Likelihood Ratio Chi-Square
Value 0.000
Degrees of freedom cannot be computed for this model part.
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THE ESTIMATED MODEL
Latent
Classes
1 6.60878 0.08159
2 41.68943 0.51468
3 32.70179 0.40373
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent
Classes
1 6.60878 0.08159
2 41.68943 0.51468
3 32.70179 0.40373
CLASSIFICATION QUALITY
Entropy 0.878
CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP
Class Counts and Proportions
Latent
Classes
1 6 0.07407
2 42 0.51852
3 33 0.40741
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2 3
1 0.998 0.002 0.000
2 0.015 0.942 0.043
3 0.000 0.063 0.937
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
AC BY
SCTAA11F 1.000 0.000 999.000 999.000
SCTAA11S 1.000 0.000 999.000 999.000
SCTAA12F 1.000 0.000 999.000 999.000
SCTAA12S 1.000 0.000 999.000 999.000
SCTAA13S 1.000 0.000 999.000 999.000
SCTAA14S 1.000 0.000 999.000 999.000
SCTAA15S 1.000 0.000 999.000 999.000
SCTAA16S 1.000 0.000 999.000 999.000
SCTAA17S 1.000 0.000 999.000 999.000
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.500 0.000 999.000 999.000
SCTAA12F 1.000 0.000 999.000 999.000
SCTAA12S 1.500 0.000 999.000 999.000
SCTAA13S 2.500 0.000 999.000 999.000
SCTAA14S 3.500 0.000 999.000 999.000
SCTAA15S 4.500 0.000 999.000 999.000
SCTAA16S 5.500 0.000 999.000 999.000
SCTAA17S 6.500 0.000 999.000 999.000
QC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.250 0.000 999.000 999.000
SCTAA12F 1.000 0.000 999.000 999.000
SCTAA12S 2.250 0.000 999.000 999.000
SCTAA13S 6.250 0.000 999.000 999.000
SCTAA14S 12.250 0.000 999.000 999.000
SCTAA15S 20.250 0.000 999.000 999.000
SCTAA16S 30.250 0.000 999.000 999.000
SCTAA17S 42.250 0.000 999.000 999.000
AC WITH
BC 0.000 0.000 999.000 999.000
QC 0.000 0.000 999.000 999.000
BC WITH
QC 0.000 0.000 999.000 999.000
SCTAA11F WITH
SCTAA11S 0.239 0.095 2.504 0.012
SCTAA12F WITH
SCTAA12S 0.142 0.044 3.266 0.001
Means
AC 4.660 0.236 19.727 0.000
BC 0.029 0.248 0.117 0.907
QC -0.043 0.038 -1.142 0.254
Intercepts
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.000 0.000 999.000 999.000
SCTAA12F 0.000 0.000 999.000 999.000
SCTAA12S 0.000 0.000 999.000 999.000
SCTAA13S 0.000 0.000 999.000 999.000
SCTAA14S 0.000 0.000 999.000 999.000
SCTAA15S 0.000 0.000 999.000 999.000
SCTAA16S 0.000 0.000 999.000 999.000
SCTAA17S 0.000 0.000 999.000 999.000
Thresholds
JUVCRT$1 -1.571 1.100 -1.429 0.153
Variances
AC 0.060 0.064 0.937 0.349
BC 0.013 0.004 3.045 0.002
QC 0.000 0.000 999.000 999.000
Residual Variances
SCTAA11F 0.570 0.107 5.324 0.000
SCTAA11S 0.385 0.078 4.909 0.000
SCTAA12F 0.542 0.126 4.291 0.000
SCTAA12S 0.479 0.134 3.577 0.000
SCTAA13S 0.871 0.201 4.339 0.000
SCTAA14S 0.884 0.210 4.212 0.000
SCTAA15S 0.908 0.258 3.518 0.000
SCTAA16S 1.032 0.253 4.083 0.000
SCTAA17S 0.658 0.247 2.662 0.008
Latent Class 2
AC BY
SCTAA11F 1.000 0.000 999.000 999.000
SCTAA11S 1.000 0.000 999.000 999.000
SCTAA12F 1.000 0.000 999.000 999.000
SCTAA12S 1.000 0.000 999.000 999.000
SCTAA13S 1.000 0.000 999.000 999.000
SCTAA14S 1.000 0.000 999.000 999.000
SCTAA15S 1.000 0.000 999.000 999.000
SCTAA16S 1.000 0.000 999.000 999.000
SCTAA17S 1.000 0.000 999.000 999.000
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.500 0.000 999.000 999.000
SCTAA12F 1.000 0.000 999.000 999.000
SCTAA12S 1.500 0.000 999.000 999.000
SCTAA13S 2.500 0.000 999.000 999.000
SCTAA14S 3.500 0.000 999.000 999.000
SCTAA15S 4.500 0.000 999.000 999.000
SCTAA16S 5.500 0.000 999.000 999.000
SCTAA17S 6.500 0.000 999.000 999.000
QC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.250 0.000 999.000 999.000
SCTAA12F 1.000 0.000 999.000 999.000
SCTAA12S 2.250 0.000 999.000 999.000
SCTAA13S 6.250 0.000 999.000 999.000
SCTAA14S 12.250 0.000 999.000 999.000
SCTAA15S 20.250 0.000 999.000 999.000
SCTAA16S 30.250 0.000 999.000 999.000
SCTAA17S 42.250 0.000 999.000 999.000
AC WITH
BC 0.000 0.000 999.000 999.000
QC 0.000 0.000 999.000 999.000
BC WITH
QC 0.000 0.000 999.000 999.000
SCTAA11F WITH
SCTAA11S 0.239 0.095 2.504 0.012
SCTAA12F WITH
SCTAA12S 0.142 0.044 3.266 0.001
Means
AC 2.330 0.155 15.000 0.000
BC 0.269 0.116 2.312 0.021
QC -0.029 0.016 -1.877 0.061
Intercepts
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.000 0.000 999.000 999.000
SCTAA12F 0.000 0.000 999.000 999.000
SCTAA12S 0.000 0.000 999.000 999.000
SCTAA13S 0.000 0.000 999.000 999.000
SCTAA14S 0.000 0.000 999.000 999.000
SCTAA15S 0.000 0.000 999.000 999.000
SCTAA16S 0.000 0.000 999.000 999.000
SCTAA17S 0.000 0.000 999.000 999.000
Thresholds
JUVCRT$1 0.500 0.373 1.343 0.179
Variances
AC 0.060 0.064 0.937 0.349
BC 0.013 0.004 3.045 0.002
QC 0.000 0.000 999.000 999.000
Residual Variances
SCTAA11F 0.570 0.107 5.324 0.000
SCTAA11S 0.385 0.078 4.909 0.000
SCTAA12F 0.542 0.126 4.291 0.000
SCTAA12S 0.479 0.134 3.577 0.000
SCTAA13S 0.871 0.201 4.339 0.000
SCTAA14S 0.884 0.210 4.212 0.000
SCTAA15S 0.908 0.258 3.518 0.000
SCTAA16S 1.032 0.253 4.083 0.000
SCTAA17S 0.658 0.247 2.662 0.008
Latent Class 3
AC BY
SCTAA11F 1.000 0.000 999.000 999.000
SCTAA11S 1.000 0.000 999.000 999.000
SCTAA12F 1.000 0.000 999.000 999.000
SCTAA12S 1.000 0.000 999.000 999.000
SCTAA13S 1.000 0.000 999.000 999.000
SCTAA14S 1.000 0.000 999.000 999.000
SCTAA15S 1.000 0.000 999.000 999.000
SCTAA16S 1.000 0.000 999.000 999.000
SCTAA17S 1.000 0.000 999.000 999.000
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.500 0.000 999.000 999.000
SCTAA12F 1.000 0.000 999.000 999.000
SCTAA12S 1.500 0.000 999.000 999.000
SCTAA13S 2.500 0.000 999.000 999.000
SCTAA14S 3.500 0.000 999.000 999.000
SCTAA15S 4.500 0.000 999.000 999.000
SCTAA16S 5.500 0.000 999.000 999.000
SCTAA17S 6.500 0.000 999.000 999.000
QC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.250 0.000 999.000 999.000
SCTAA12F 1.000 0.000 999.000 999.000
SCTAA12S 2.250 0.000 999.000 999.000
SCTAA13S 6.250 0.000 999.000 999.000
SCTAA14S 12.250 0.000 999.000 999.000
SCTAA15S 20.250 0.000 999.000 999.000
SCTAA16S 30.250 0.000 999.000 999.000
SCTAA17S 42.250 0.000 999.000 999.000
AC WITH
BC 0.000 0.000 999.000 999.000
QC 0.000 0.000 999.000 999.000
BC WITH
QC 0.000 0.000 999.000 999.000
SCTAA11F WITH
SCTAA11S 0.239 0.095 2.504 0.012
SCTAA12F WITH
SCTAA12S 0.142 0.044 3.266 0.001
Means
AC 1.559 0.152 10.261 0.000
BC 0.000 0.000 999.000 999.000
QC 0.000 0.000 999.000 999.000
Intercepts
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.000 0.000 999.000 999.000
SCTAA12F 0.000 0.000 999.000 999.000
SCTAA12S 0.000 0.000 999.000 999.000
SCTAA13S 0.000 0.000 999.000 999.000
SCTAA14S 0.000 0.000 999.000 999.000
SCTAA15S 0.000 0.000 999.000 999.000
SCTAA16S 0.000 0.000 999.000 999.000
SCTAA17S 0.000 0.000 999.000 999.000
Thresholds
JUVCRT$1 0.708 0.529 1.338 0.181
Variances
AC -0.005 0.038 -0.143 0.886
BC 0.013 0.004 3.045 0.002
QC 0.000 0.000 999.000 999.000
Residual Variances
SCTAA11F 0.226 0.089 2.524 0.012
SCTAA11S 0.313 0.128 2.440 0.015
SCTAA12F 0.232 0.067 3.477 0.001
SCTAA12S 0.201 0.064 3.152 0.002
SCTAA13S 0.141 0.169 0.835 0.404
SCTAA14S 0.265 0.208 1.276 0.202
SCTAA15S 0.223 0.250 0.891 0.373
SCTAA16S 0.055 0.026 2.134 0.033
SCTAA17S 0.012 0.029 0.421 0.674
Categorical Latent Variables
Means
C#1 -1.599 0.461 -3.467 0.001
C#2 0.243 0.385 0.630 0.529
RESULTS IN PROBABILITY SCALE
Latent Class 1
JUVCRT
Category 1 0.172 0.157 1.098 0.272
Category 2 0.828 0.157 5.284 0.000
Latent Class 2
JUVCRT
Category 1 0.623 0.088 7.109 0.000
Category 2 0.377 0.088 4.310 0.000
Latent Class 3
JUVCRT
Category 1 0.670 0.117 5.728 0.000
Category 2 0.330 0.117 2.822 0.005
LATENT CLASS ODDS RATIO RESULTS
Latent Class 1 Compared to Latent Class 2
JUVCRT
Category > 1 7.935 9.413 0.843 0.399
Latent Class 1 Compared to Latent Class 3
JUVCRT
Category > 1 9.764 11.719 0.833 0.405
Latent Class 2 Compared to Latent Class 3
JUVCRT
Category > 1 1.230 0.925 1.330 0.184
STANDARDIZED MODEL RESULTS
STDYX Standardization
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
AC BY
SCTAA11F 0.309 0.157 1.965 0.049
SCTAA11S 0.366 0.183 2.000 0.046
SCTAA12F 0.313 0.156 1.998 0.046
SCTAA12S 0.325 0.181 1.802 0.072
SCTAA13S 0.244 0.135 1.802 0.071
SCTAA14S 0.234 0.123 1.896 0.058
SCTAA15S 0.222 0.109 2.026 0.043
SCTAA16S 0.202 0.106 1.905 0.057
SCTAA17S 0.219 0.119 1.846 0.065
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.084 0.015 5.680 0.000
SCTAA12F 0.143 0.027 5.247 0.000
SCTAA12S 0.223 0.043 5.135 0.000
SCTAA13S 0.279 0.051 5.445 0.000
SCTAA14S 0.375 0.063 5.962 0.000
SCTAA15S 0.457 0.091 5.025 0.000
SCTAA16S 0.509 0.088 5.766 0.000
SCTAA17S 0.652 0.105 6.204 0.000
QC BY
SCTAA11F 999.000 999.000 999.000 999.000
SCTAA11S 999.000 999.000 999.000 999.000
SCTAA12F 999.000 999.000 999.000 999.000
SCTAA12S 999.000 999.000 999.000 999.000
SCTAA13S 999.000 999.000 999.000 999.000
SCTAA14S 999.000 999.000 999.000 999.000
SCTAA15S 999.000 999.000 999.000 999.000
SCTAA16S 999.000 999.000 999.000 999.000
SCTAA17S 999.000 999.000 999.000 999.000
AC WITH
BC 0.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
BC WITH
QC 999.000 999.000 999.000 999.000
SCTAA11F WITH
SCTAA11S 0.510 0.198 2.575 0.010
SCTAA12F WITH
SCTAA12S 0.279 0.093 2.996 0.003
Means
AC 19.018 10.227 1.860 0.063
BC 0.258 2.208 0.117 0.907
QC 999.000 999.000 999.000 999.000
Intercepts
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.000 0.000 999.000 999.000
SCTAA12F 0.000 0.000 999.000 999.000
SCTAA12S 0.000 0.000 999.000 999.000
SCTAA13S 0.000 0.000 999.000 999.000
SCTAA14S 0.000 0.000 999.000 999.000
SCTAA15S 0.000 0.000 999.000 999.000
SCTAA16S 0.000 0.000 999.000 999.000
SCTAA17S 0.000 0.000 999.000 999.000
Variances
AC 1.000 0.000 999.000 999.000
BC 1.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
Residual Variances
SCTAA11F 0.905 0.097 9.334 0.000
SCTAA11S 0.859 0.133 6.449 0.000
SCTAA12F 0.882 0.096 9.171 0.000
SCTAA12S 0.844 0.120 7.035 0.000
SCTAA13S 0.863 0.073 11.842 0.000
SCTAA14S 0.805 0.068 11.778 0.000
SCTAA15S 0.742 0.084 8.797 0.000
SCTAA16S 0.701 0.093 7.535 0.000
SCTAA17S 0.527 0.142 3.698 0.000
Latent Class 2
AC BY
SCTAA11F 0.309 0.157 1.965 0.049
SCTAA11S 0.366 0.183 2.000 0.046
SCTAA12F 0.313 0.156 1.998 0.046
SCTAA12S 0.325 0.181 1.802 0.072
SCTAA13S 0.244 0.135 1.802 0.071
SCTAA14S 0.234 0.123 1.896 0.058
SCTAA15S 0.222 0.109 2.026 0.043
SCTAA16S 0.202 0.106 1.905 0.057
SCTAA17S 0.219 0.119 1.846 0.065
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.084 0.015 5.680 0.000
SCTAA12F 0.143 0.027 5.247 0.000
SCTAA12S 0.223 0.043 5.135 0.000
SCTAA13S 0.279 0.051 5.445 0.000
SCTAA14S 0.375 0.063 5.962 0.000
SCTAA15S 0.457 0.091 5.025 0.000
SCTAA16S 0.509 0.088 5.766 0.000
SCTAA17S 0.652 0.105 6.204 0.000
QC BY
SCTAA11F 999.000 999.000 999.000 999.000
SCTAA11S 999.000 999.000 999.000 999.000
SCTAA12F 999.000 999.000 999.000 999.000
SCTAA12S 999.000 999.000 999.000 999.000
SCTAA13S 999.000 999.000 999.000 999.000
SCTAA14S 999.000 999.000 999.000 999.000
SCTAA15S 999.000 999.000 999.000 999.000
SCTAA16S 999.000 999.000 999.000 999.000
SCTAA17S 999.000 999.000 999.000 999.000
AC WITH
BC 0.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
BC WITH
QC 999.000 999.000 999.000 999.000
SCTAA11F WITH
SCTAA11S 0.510 0.198 2.575 0.010
SCTAA12F WITH
SCTAA12S 0.279 0.093 2.996 0.003
Means
AC 9.509 5.333 1.783 0.075
BC 2.398 1.042 2.300 0.021
QC 999.000 999.000 999.000 999.000
Intercepts
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.000 0.000 999.000 999.000
SCTAA12F 0.000 0.000 999.000 999.000
SCTAA12S 0.000 0.000 999.000 999.000
SCTAA13S 0.000 0.000 999.000 999.000
SCTAA14S 0.000 0.000 999.000 999.000
SCTAA15S 0.000 0.000 999.000 999.000
SCTAA16S 0.000 0.000 999.000 999.000
SCTAA17S 0.000 0.000 999.000 999.000
Variances
AC 1.000 0.000 999.000 999.000
BC 1.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
Residual Variances
SCTAA11F 0.905 0.097 9.334 0.000
SCTAA11S 0.859 0.133 6.449 0.000
SCTAA12F 0.882 0.096 9.171 0.000
SCTAA12S 0.844 0.120 7.035 0.000
SCTAA13S 0.863 0.073 11.842 0.000
SCTAA14S 0.805 0.068 11.778 0.000
SCTAA15S 0.742 0.084 8.797 0.000
SCTAA16S 0.701 0.093 7.535 0.000
SCTAA17S 0.527 0.142 3.698 0.000
Latent Class 3
AC BY
SCTAA11F 999.000 999.000 999.000 999.000
SCTAA11S 999.000 999.000 999.000 999.000
SCTAA12F 999.000 999.000 999.000 999.000
SCTAA12S 999.000 999.000 999.000 999.000
SCTAA13S 999.000 999.000 999.000 999.000
SCTAA14S 999.000 999.000 999.000 999.000
SCTAA15S 999.000 999.000 999.000 999.000
SCTAA16S 999.000 999.000 999.000 999.000
SCTAA17S 999.000 999.000 999.000 999.000
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.101 0.030 3.352 0.001
SCTAA12F 0.230 0.060 3.822 0.000
SCTAA12S 0.355 0.087 4.069 0.000
SCTAA13S 0.606 0.281 2.156 0.031
SCTAA14S 0.611 0.176 3.476 0.001
SCTAA15S 0.735 0.221 3.329 0.001
SCTAA16S 0.941 0.063 14.877 0.000
SCTAA17S 0.994 0.029 34.252 0.000
QC BY
SCTAA11F 999.000 999.000 999.000 999.000
SCTAA11S 999.000 999.000 999.000 999.000
SCTAA12F 999.000 999.000 999.000 999.000
SCTAA12S 999.000 999.000 999.000 999.000
SCTAA13S 999.000 999.000 999.000 999.000
SCTAA14S 999.000 999.000 999.000 999.000
SCTAA15S 999.000 999.000 999.000 999.000
SCTAA16S 999.000 999.000 999.000 999.000
SCTAA17S 999.000 999.000 999.000 999.000
AC WITH
BC 999.000 999.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
BC WITH
QC 999.000 999.000 999.000 999.000
SCTAA11F WITH
SCTAA11S 0.899 0.039 23.345 0.000
SCTAA12F WITH
SCTAA12S 0.659 0.154 4.275 0.000
Means
AC 999.000 999.000 999.000 999.000
BC 0.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
Intercepts
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.000 0.000 999.000 999.000
SCTAA12F 0.000 0.000 999.000 999.000
SCTAA12S 0.000 0.000 999.000 999.000
SCTAA13S 0.000 0.000 999.000 999.000
SCTAA14S 0.000 0.000 999.000 999.000
SCTAA15S 0.000 0.000 999.000 999.000
SCTAA16S 0.000 0.000 999.000 999.000
SCTAA17S 0.000 0.000 999.000 999.000
Variances
AC 999.000 999.000 999.000 999.000
BC 1.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
Residual Variances
SCTAA11F 1.025 0.174 5.898 0.000
SCTAA11S 1.007 0.123 8.199 0.000
SCTAA12F 0.970 0.144 6.726 0.000
SCTAA12S 0.898 0.145 6.185 0.000
SCTAA13S 0.659 0.252 2.615 0.009
SCTAA14S 0.641 0.198 3.230 0.001
SCTAA15S 0.472 0.277 1.704 0.088
SCTAA16S 0.127 0.061 2.091 0.037
SCTAA17S 0.023 0.052 0.434 0.664
STDY Standardization
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
AC BY
SCTAA11F 0.309 0.157 1.965 0.049
SCTAA11S 0.366 0.183 2.000 0.046
SCTAA12F 0.313 0.156 1.998 0.046
SCTAA12S 0.325 0.181 1.802 0.072
SCTAA13S 0.244 0.135 1.802 0.071
SCTAA14S 0.234 0.123 1.896 0.058
SCTAA15S 0.222 0.109 2.026 0.043
SCTAA16S 0.202 0.106 1.905 0.057
SCTAA17S 0.219 0.119 1.846 0.065
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.084 0.015 5.680 0.000
SCTAA12F 0.143 0.027 5.247 0.000
SCTAA12S 0.223 0.043 5.135 0.000
SCTAA13S 0.279 0.051 5.445 0.000
SCTAA14S 0.375 0.063 5.962 0.000
SCTAA15S 0.457 0.091 5.025 0.000
SCTAA16S 0.509 0.088 5.766 0.000
SCTAA17S 0.652 0.105 6.204 0.000
QC BY
SCTAA11F 999.000 999.000 999.000 999.000
SCTAA11S 999.000 999.000 999.000 999.000
SCTAA12F 999.000 999.000 999.000 999.000
SCTAA12S 999.000 999.000 999.000 999.000
SCTAA13S 999.000 999.000 999.000 999.000
SCTAA14S 999.000 999.000 999.000 999.000
SCTAA15S 999.000 999.000 999.000 999.000
SCTAA16S 999.000 999.000 999.000 999.000
SCTAA17S 999.000 999.000 999.000 999.000
AC WITH
BC 0.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
BC WITH
QC 999.000 999.000 999.000 999.000
SCTAA11F WITH
SCTAA11S 0.510 0.198 2.575 0.010
SCTAA12F WITH
SCTAA12S 0.279 0.093 2.996 0.003
Means
AC 19.018 10.227 1.860 0.063
BC 0.258 2.208 0.117 0.907
QC 999.000 999.000 999.000 999.000
Intercepts
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.000 0.000 999.000 999.000
SCTAA12F 0.000 0.000 999.000 999.000
SCTAA12S 0.000 0.000 999.000 999.000
SCTAA13S 0.000 0.000 999.000 999.000
SCTAA14S 0.000 0.000 999.000 999.000
SCTAA15S 0.000 0.000 999.000 999.000
SCTAA16S 0.000 0.000 999.000 999.000
SCTAA17S 0.000 0.000 999.000 999.000
Variances
AC 1.000 0.000 999.000 999.000
BC 1.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
Residual Variances
SCTAA11F 0.905 0.097 9.334 0.000
SCTAA11S 0.859 0.133 6.449 0.000
SCTAA12F 0.882 0.096 9.171 0.000
SCTAA12S 0.844 0.120 7.035 0.000
SCTAA13S 0.863 0.073 11.842 0.000
SCTAA14S 0.805 0.068 11.778 0.000
SCTAA15S 0.742 0.084 8.797 0.000
SCTAA16S 0.701 0.093 7.535 0.000
SCTAA17S 0.527 0.142 3.698 0.000
Latent Class 2
AC BY
SCTAA11F 0.309 0.157 1.965 0.049
SCTAA11S 0.366 0.183 2.000 0.046
SCTAA12F 0.313 0.156 1.998 0.046
SCTAA12S 0.325 0.181 1.802 0.072
SCTAA13S 0.244 0.135 1.802 0.071
SCTAA14S 0.234 0.123 1.896 0.058
SCTAA15S 0.222 0.109 2.026 0.043
SCTAA16S 0.202 0.106 1.905 0.057
SCTAA17S 0.219 0.119 1.846 0.065
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.084 0.015 5.680 0.000
SCTAA12F 0.143 0.027 5.247 0.000
SCTAA12S 0.223 0.043 5.135 0.000
SCTAA13S 0.279 0.051 5.445 0.000
SCTAA14S 0.375 0.063 5.962 0.000
SCTAA15S 0.457 0.091 5.025 0.000
SCTAA16S 0.509 0.088 5.766 0.000
SCTAA17S 0.652 0.105 6.204 0.000
QC BY
SCTAA11F 999.000 999.000 999.000 999.000
SCTAA11S 999.000 999.000 999.000 999.000
SCTAA12F 999.000 999.000 999.000 999.000
SCTAA12S 999.000 999.000 999.000 999.000
SCTAA13S 999.000 999.000 999.000 999.000
SCTAA14S 999.000 999.000 999.000 999.000
SCTAA15S 999.000 999.000 999.000 999.000
SCTAA16S 999.000 999.000 999.000 999.000
SCTAA17S 999.000 999.000 999.000 999.000
AC WITH
BC 0.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
BC WITH
QC 999.000 999.000 999.000 999.000
SCTAA11F WITH
SCTAA11S 0.510 0.198 2.575 0.010
SCTAA12F WITH
SCTAA12S 0.279 0.093 2.996 0.003
Means
AC 9.509 5.333 1.783 0.075
BC 2.398 1.042 2.300 0.021
QC 999.000 999.000 999.000 999.000
Intercepts
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.000 0.000 999.000 999.000
SCTAA12F 0.000 0.000 999.000 999.000
SCTAA12S 0.000 0.000 999.000 999.000
SCTAA13S 0.000 0.000 999.000 999.000
SCTAA14S 0.000 0.000 999.000 999.000
SCTAA15S 0.000 0.000 999.000 999.000
SCTAA16S 0.000 0.000 999.000 999.000
SCTAA17S 0.000 0.000 999.000 999.000
Variances
AC 1.000 0.000 999.000 999.000
BC 1.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
Residual Variances
SCTAA11F 0.905 0.097 9.334 0.000
SCTAA11S 0.859 0.133 6.449 0.000
SCTAA12F 0.882 0.096 9.171 0.000
SCTAA12S 0.844 0.120 7.035 0.000
SCTAA13S 0.863 0.073 11.842 0.000
SCTAA14S 0.805 0.068 11.778 0.000
SCTAA15S 0.742 0.084 8.797 0.000
SCTAA16S 0.701 0.093 7.535 0.000
SCTAA17S 0.527 0.142 3.698 0.000
Latent Class 3
AC BY
SCTAA11F 999.000 999.000 999.000 999.000
SCTAA11S 999.000 999.000 999.000 999.000
SCTAA12F 999.000 999.000 999.000 999.000
SCTAA12S 999.000 999.000 999.000 999.000
SCTAA13S 999.000 999.000 999.000 999.000
SCTAA14S 999.000 999.000 999.000 999.000
SCTAA15S 999.000 999.000 999.000 999.000
SCTAA16S 999.000 999.000 999.000 999.000
SCTAA17S 999.000 999.000 999.000 999.000
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.101 0.030 3.352 0.001
SCTAA12F 0.230 0.060 3.822 0.000
SCTAA12S 0.355 0.087 4.069 0.000
SCTAA13S 0.606 0.281 2.156 0.031
SCTAA14S 0.611 0.176 3.476 0.001
SCTAA15S 0.735 0.221 3.329 0.001
SCTAA16S 0.941 0.063 14.877 0.000
SCTAA17S 0.994 0.029 34.252 0.000
QC BY
SCTAA11F 999.000 999.000 999.000 999.000
SCTAA11S 999.000 999.000 999.000 999.000
SCTAA12F 999.000 999.000 999.000 999.000
SCTAA12S 999.000 999.000 999.000 999.000
SCTAA13S 999.000 999.000 999.000 999.000
SCTAA14S 999.000 999.000 999.000 999.000
SCTAA15S 999.000 999.000 999.000 999.000
SCTAA16S 999.000 999.000 999.000 999.000
SCTAA17S 999.000 999.000 999.000 999.000
AC WITH
BC 999.000 999.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
BC WITH
QC 999.000 999.000 999.000 999.000
SCTAA11F WITH
SCTAA11S 0.899 0.039 23.345 0.000
SCTAA12F WITH
SCTAA12S 0.659 0.154 4.275 0.000
Means
AC 999.000 999.000 999.000 999.000
BC 0.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
Intercepts
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.000 0.000 999.000 999.000
SCTAA12F 0.000 0.000 999.000 999.000
SCTAA12S 0.000 0.000 999.000 999.000
SCTAA13S 0.000 0.000 999.000 999.000
SCTAA14S 0.000 0.000 999.000 999.000
SCTAA15S 0.000 0.000 999.000 999.000
SCTAA16S 0.000 0.000 999.000 999.000
SCTAA17S 0.000 0.000 999.000 999.000
Variances
AC 999.000 999.000 999.000 999.000
BC 1.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
Residual Variances
SCTAA11F 1.025 0.174 5.898 0.000
SCTAA11S 1.007 0.123 8.199 0.000
SCTAA12F 0.970 0.144 6.726 0.000
SCTAA12S 0.898 0.145 6.185 0.000
SCTAA13S 0.659 0.252 2.615 0.009
SCTAA14S 0.641 0.198 3.230 0.001
SCTAA15S 0.472 0.277 1.704 0.088
SCTAA16S 0.127 0.061 2.091 0.037
SCTAA17S 0.023 0.052 0.434 0.664
STD Standardization
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
AC BY
SCTAA11F 0.245 0.131 1.873 0.061
SCTAA11S 0.245 0.131 1.873 0.061
SCTAA12F 0.245 0.131 1.873 0.061
SCTAA12S 0.245 0.131 1.873 0.061
SCTAA13S 0.245 0.131 1.873 0.061
SCTAA14S 0.245 0.131 1.873 0.061
SCTAA15S 0.245 0.131 1.873 0.061
SCTAA16S 0.245 0.131 1.873 0.061
SCTAA17S 0.245 0.131 1.873 0.061
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.056 0.009 6.090 0.000
SCTAA12F 0.112 0.018 6.090 0.000
SCTAA12S 0.168 0.028 6.090 0.000
SCTAA13S 0.280 0.046 6.090 0.000
SCTAA14S 0.393 0.064 6.090 0.000
SCTAA15S 0.505 0.083 6.090 0.000
SCTAA16S 0.617 0.101 6.090 0.000
SCTAA17S 0.729 0.120 6.090 0.000
QC BY
SCTAA11F 999.000 999.000 999.000 999.000
SCTAA11S 999.000 999.000 999.000 999.000
SCTAA12F 999.000 999.000 999.000 999.000
SCTAA12S 999.000 999.000 999.000 999.000
SCTAA13S 999.000 999.000 999.000 999.000
SCTAA14S 999.000 999.000 999.000 999.000
SCTAA15S 999.000 999.000 999.000 999.000
SCTAA16S 999.000 999.000 999.000 999.000
SCTAA17S 999.000 999.000 999.000 999.000
AC WITH
BC 0.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
BC WITH
QC 999.000 999.000 999.000 999.000
SCTAA11F WITH
SCTAA11S 0.239 0.095 2.504 0.012
SCTAA12F WITH
SCTAA12S 0.142 0.044 3.266 0.001
Means
AC 19.018 10.227 1.860 0.063
BC 0.258 2.208 0.117 0.907
QC 999.000 999.000 999.000 999.000
Intercepts
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.000 0.000 999.000 999.000
SCTAA12F 0.000 0.000 999.000 999.000
SCTAA12S 0.000 0.000 999.000 999.000
SCTAA13S 0.000 0.000 999.000 999.000
SCTAA14S 0.000 0.000 999.000 999.000
SCTAA15S 0.000 0.000 999.000 999.000
SCTAA16S 0.000 0.000 999.000 999.000
SCTAA17S 0.000 0.000 999.000 999.000
Variances
AC 1.000 0.000 999.000 999.000
BC 1.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
Residual Variances
SCTAA11F 0.570 0.107 5.324 0.000
SCTAA11S 0.385 0.078 4.909 0.000
SCTAA12F 0.542 0.126 4.291 0.000
SCTAA12S 0.479 0.134 3.577 0.000
SCTAA13S 0.871 0.201 4.339 0.000
SCTAA14S 0.884 0.210 4.212 0.000
SCTAA15S 0.908 0.258 3.518 0.000
SCTAA16S 1.032 0.253 4.083 0.000
SCTAA17S 0.658 0.247 2.662 0.008
Latent Class 2
AC BY
SCTAA11F 0.245 0.131 1.873 0.061
SCTAA11S 0.245 0.131 1.873 0.061
SCTAA12F 0.245 0.131 1.873 0.061
SCTAA12S 0.245 0.131 1.873 0.061
SCTAA13S 0.245 0.131 1.873 0.061
SCTAA14S 0.245 0.131 1.873 0.061
SCTAA15S 0.245 0.131 1.873 0.061
SCTAA16S 0.245 0.131 1.873 0.061
SCTAA17S 0.245 0.131 1.873 0.061
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.056 0.009 6.090 0.000
SCTAA12F 0.112 0.018 6.090 0.000
SCTAA12S 0.168 0.028 6.090 0.000
SCTAA13S 0.280 0.046 6.090 0.000
SCTAA14S 0.393 0.064 6.090 0.000
SCTAA15S 0.505 0.083 6.090 0.000
SCTAA16S 0.617 0.101 6.090 0.000
SCTAA17S 0.729 0.120 6.090 0.000
QC BY
SCTAA11F 999.000 999.000 999.000 999.000
SCTAA11S 999.000 999.000 999.000 999.000
SCTAA12F 999.000 999.000 999.000 999.000
SCTAA12S 999.000 999.000 999.000 999.000
SCTAA13S 999.000 999.000 999.000 999.000
SCTAA14S 999.000 999.000 999.000 999.000
SCTAA15S 999.000 999.000 999.000 999.000
SCTAA16S 999.000 999.000 999.000 999.000
SCTAA17S 999.000 999.000 999.000 999.000
AC WITH
BC 0.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
BC WITH
QC 999.000 999.000 999.000 999.000
SCTAA11F WITH
SCTAA11S 0.239 0.095 2.504 0.012
SCTAA12F WITH
SCTAA12S 0.142 0.044 3.266 0.001
Means
AC 9.509 5.333 1.783 0.075
BC 2.398 1.042 2.300 0.021
QC 999.000 999.000 999.000 999.000
Intercepts
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.000 0.000 999.000 999.000
SCTAA12F 0.000 0.000 999.000 999.000
SCTAA12S 0.000 0.000 999.000 999.000
SCTAA13S 0.000 0.000 999.000 999.000
SCTAA14S 0.000 0.000 999.000 999.000
SCTAA15S 0.000 0.000 999.000 999.000
SCTAA16S 0.000 0.000 999.000 999.000
SCTAA17S 0.000 0.000 999.000 999.000
Variances
AC 1.000 0.000 999.000 999.000
BC 1.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
Residual Variances
SCTAA11F 0.570 0.107 5.324 0.000
SCTAA11S 0.385 0.078 4.909 0.000
SCTAA12F 0.542 0.126 4.291 0.000
SCTAA12S 0.479 0.134 3.577 0.000
SCTAA13S 0.871 0.201 4.339 0.000
SCTAA14S 0.884 0.210 4.212 0.000
SCTAA15S 0.908 0.258 3.518 0.000
SCTAA16S 1.032 0.253 4.083 0.000
SCTAA17S 0.658 0.247 2.662 0.008
Latent Class 3
AC BY
SCTAA11F 999.000 999.000 999.000 999.000
SCTAA11S 999.000 999.000 999.000 999.000
SCTAA12F 999.000 999.000 999.000 999.000
SCTAA12S 999.000 999.000 999.000 999.000
SCTAA13S 999.000 999.000 999.000 999.000
SCTAA14S 999.000 999.000 999.000 999.000
SCTAA15S 999.000 999.000 999.000 999.000
SCTAA16S 999.000 999.000 999.000 999.000
SCTAA17S 999.000 999.000 999.000 999.000
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.056 0.009 6.090 0.000
SCTAA12F 0.112 0.018 6.090 0.000
SCTAA12S 0.168 0.028 6.090 0.000
SCTAA13S 0.280 0.046 6.090 0.000
SCTAA14S 0.393 0.064 6.090 0.000
SCTAA15S 0.505 0.083 6.090 0.000
SCTAA16S 0.617 0.101 6.090 0.000
SCTAA17S 0.729 0.120 6.090 0.000
QC BY
SCTAA11F 999.000 999.000 999.000 999.000
SCTAA11S 999.000 999.000 999.000 999.000
SCTAA12F 999.000 999.000 999.000 999.000
SCTAA12S 999.000 999.000 999.000 999.000
SCTAA13S 999.000 999.000 999.000 999.000
SCTAA14S 999.000 999.000 999.000 999.000
SCTAA15S 999.000 999.000 999.000 999.000
SCTAA16S 999.000 999.000 999.000 999.000
SCTAA17S 999.000 999.000 999.000 999.000
AC WITH
BC 999.000 999.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
BC WITH
QC 999.000 999.000 999.000 999.000
SCTAA11F WITH
SCTAA11S 0.239 0.095 2.504 0.012
SCTAA12F WITH
SCTAA12S 0.142 0.044 3.266 0.001
Means
AC 999.000 999.000 999.000 999.000
BC 0.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
Intercepts
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.000 0.000 999.000 999.000
SCTAA12F 0.000 0.000 999.000 999.000
SCTAA12S 0.000 0.000 999.000 999.000
SCTAA13S 0.000 0.000 999.000 999.000
SCTAA14S 0.000 0.000 999.000 999.000
SCTAA15S 0.000 0.000 999.000 999.000
SCTAA16S 0.000 0.000 999.000 999.000
SCTAA17S 0.000 0.000 999.000 999.000
Variances
AC 999.000 999.000 999.000 999.000
BC 1.000 0.000 999.000 999.000
QC 999.000 999.000 999.000 999.000
Residual Variances
SCTAA11F 0.226 0.089 2.524 0.012
SCTAA11S 0.313 0.128 2.440 0.015
SCTAA12F 0.232 0.067 3.477 0.001
SCTAA12S 0.201 0.064 3.152 0.002
SCTAA13S 0.141 0.169 0.835 0.404
SCTAA14S 0.265 0.208 1.276 0.202
SCTAA15S 0.223 0.250 0.891 0.373
SCTAA16S 0.055 0.026 2.134 0.033
SCTAA17S 0.012 0.029 0.421 0.674
R-SQUARE
Class 1
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
SCTAA11F 0.095 0.097 0.983 0.326
SCTAA11S 0.141 0.133 1.058 0.290
SCTAA12F 0.118 0.096 1.229 0.219
SCTAA12S 0.156 0.120 1.297 0.195
SCTAA13S 0.137 0.073 1.887 0.059
SCTAA14S 0.195 0.068 2.853 0.004
SCTAA15S 0.258 0.084 3.052 0.002
SCTAA16S 0.299 0.093 3.219 0.001
SCTAA17S 0.473 0.142 3.325 0.001
Class 2
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
SCTAA11F 0.095 0.097 0.983 0.326
SCTAA11S 0.141 0.133 1.058 0.290
SCTAA12F 0.118 0.096 1.229 0.219
SCTAA12S 0.156 0.120 1.297 0.195
SCTAA13S 0.137 0.073 1.887 0.059
SCTAA14S 0.195 0.068 2.853 0.004
SCTAA15S 0.258 0.084 3.052 0.002
SCTAA16S 0.299 0.093 3.219 0.001
SCTAA17S 0.473 0.142 3.325 0.001
Class 3
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
SCTAA11F Undefined -0.24860E-01
SCTAA11S Undefined -0.74942E-02
SCTAA12F 0.030 0.144 0.207 0.836
SCTAA12S 0.102 0.145 0.701 0.483
SCTAA13S 0.341 0.252 1.355 0.175
SCTAA14S 0.359 0.198 1.813 0.070
SCTAA15S 0.528 0.277 1.908 0.056
SCTAA16S 0.873 0.061 14.342 0.000
SCTAA17S 0.977 0.052 18.853 0.000
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.325E-05
(ratio of smallest to largest eigenvalue)
TECHNICAL 4 OUTPUT
ESTIMATES DERIVED FROM THE MODEL FOR CLASS 1
ESTIMATED MEANS FOR THE LATENT VARIABLES
AC BC QC
________ ________ ________
1 4.660 0.029 -0.043
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
AC BC QC
________ ________ ________
AC 0.060
BC 0.000 0.013
QC 0.000 0.000 0.000
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
AC BC QC
________ ________ ________
AC 1.000
BC 0.000 1.000
QC 999.000 999.000 999.000
ESTIMATES DERIVED FROM THE MODEL FOR CLASS 2
ESTIMATED MEANS FOR THE LATENT VARIABLES
AC BC QC
________ ________ ________
1 2.330 0.269 -0.029
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
AC BC QC
________ ________ ________
AC 0.060
BC 0.000 0.013
QC 0.000 0.000 0.000
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
AC BC QC
________ ________ ________
AC 1.000
BC 0.000 1.000
QC 999.000 999.000 999.000
ESTIMATES DERIVED FROM THE MODEL FOR CLASS 3
ESTIMATED MEANS FOR THE LATENT VARIABLES
AC BC QC
________ ________ ________
1 1.559 0.000 0.000
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
AC BC QC
________ ________ ________
AC -0.005
BC 0.000 0.013
QC 0.000 0.000 0.000
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
AC BC QC
________ ________ ________
AC 999.000
BC 999.000 1.000
QC 999.000 999.000 999.000
TECHNICAL 8 OUTPUT
INITIAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.72669291D+03 0.0000000 0.0000000 19.824 32.856 EM
28.320
2 -0.64187226D+03 84.8206547 0.1167215 17.824 30.571 EM
32.606
3 -0.62830484D+03 13.5674141 0.0211372 16.283 30.215 EM
34.502
4 -0.62464027D+03 3.6645704 0.0058325 15.006 31.360 EM
34.634
5 -0.62215243D+03 2.4878427 0.0039828 13.781 32.935 EM
34.284
6 -0.61901393D+03 3.1385061 0.0050446 12.553 34.705 EM
33.742
7 -0.61540434D+03 3.6095851 0.0058312 11.333 36.271 EM
33.396
8 -0.61429341D+03 1.1109328 0.0018052 10.168 37.652 EM
33.181
9 -0.61356770D+03 0.7257093 0.0011814 9.180 38.794 EM
33.026
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.27910396D+04 0.0000000 0.0000000 5.948 0.033 EM
75.019
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.10295398D+04 0.0000000 0.0000000 5.262 5.454 EM
70.284
2 -0.69025877D+03 339.2810215 0.3295463 2.092 1.705 EM
77.203
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.20271174D+04 0.0000000 0.0000000 0.443 6.243 EM
74.315
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.22958187D+04 0.0000000 0.0000000 0.220 5.668 EM
75.113
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12337621D+04 0.0000000 0.0000000 0.384 0.291 EM
80.325
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13555489D+04 0.0000000 0.0000000 0.002 7.583 EM
73.415
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.47737694D+04 0.0000000 0.0000000 2.938 7.610 EM
70.452
2 -0.68603059D+03 4087.7387822 0.8562916 0.434 4.526 EM
76.040
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.17026697D+04 0.0000000 0.0000000 0.564 4.456 EM
75.980
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.12038943D+04 0.0000000 0.0000000 0.110 5.285 EM
75.605
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.27833077D+04 0.0000000 0.0000000 0.350 7.121 EM
73.529
FINAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET
9 -0.61356770D+03 0.7257093 0.0011814 9.180 38.794 EM
33.026
10 -0.61298677D+03 0.5809237 0.0009468 8.404 39.688 EM
32.908
11 -0.61255913D+03 0.4276448 0.0006976 7.797 40.386 EM
32.817
12 -0.61221040D+03 0.3487305 0.0005693 7.310 40.941 EM
32.748
13 -0.61192556D+03 0.2848398 0.0004653 6.955 41.344 EM
32.701
14 -0.61176609D+03 0.1594669 0.0002606 6.750 41.577 EM
32.673
15 -0.61171696D+03 0.0491330 0.0000803 6.660 41.683 EM
32.657
16 -0.61170673D+03 0.0102274 0.0000167 6.626 41.723 EM
32.650
17 -0.61170441D+03 0.0023191 0.0000038 6.615 41.736 EM
32.649
18 -0.61170366D+03 0.0007514 0.0000012 6.611 41.737 EM
32.652
19 -0.61170334D+03 0.0003215 0.0000005 6.610 41.734 EM
32.656
20 -0.61170318D+03 0.0001619 0.0000003 6.609 41.730 EM
32.661
21 -0.61170309D+03 0.0000913 0.0000001 6.609 41.725 EM
32.666
22 -0.61170303D+03 0.0000560 0.0000001 6.609 41.720 EM
32.671
23 -0.61170299D+03 0.0000363 0.0000001 6.609 41.716 EM
32.676
24 -0.61170297D+03 0.0000245 0.0000000 6.609 41.712 EM
32.680
25 -0.61170295D+03 0.0000168 0.0000000 6.609 41.708 EM
32.683
26 -0.61170294D+03 0.0000117 0.0000000 6.609 41.705 EM
32.686
27 -0.61170293D+03 0.0000082 0.0000000 6.609 41.703 EM
32.688
28 -0.61170293D+03 0.0000058 0.0000000 6.609 41.701 EM
32.690
29 -0.61170292D+03 0.0000041 0.0000000 6.609 41.699 EM
32.692
30 -0.61170292D+03 0.0000029 0.0000000 6.609 41.698 EM
32.694
31 -0.61170292D+03 0.0000020 0.0000000 6.609 41.696 EM
32.695
32 -0.61170292D+03 0.0000014 0.0000000 6.609 41.695 EM
32.696
33 -0.61170292D+03 0.0000010 0.0000000 6.609 41.694 EM
32.697
34 -0.61170292D+03 0.0000007 0.0000000 6.609 41.693 EM
32.698
35 -0.61170292D+03 0.0000005 0.0000000 6.609 41.693 EM
32.698
36 -0.61170291D+03 0.0000004 0.0000000 6.609 41.692 EM
32.699
37 -0.61170291D+03 0.0000003 0.0000000 6.609 41.692 EM
32.699
38 -0.61170291D+03 0.0000002 0.0000000 6.609 41.691 EM
32.700
39 -0.61170291D+03 0.0000001 0.0000000 6.609 41.691 EM
32.700
40 -0.61170291D+03 0.0000001 0.0000000 6.609 41.691 EM
32.700
41 -0.61170291D+03 0.0000001 0.0000000 6.609 41.691 EM
32.701
42 -0.61170291D+03 0.0000000 0.0000000 6.609 41.690 EM
32.701
43 -0.61170291D+03 0.0000000 0.0000000 6.609 41.690 EM
32.701
44 -0.61170291D+03 0.0000000 0.0000000 6.609 41.690 EM
32.701
45 -0.61170291D+03 0.0000000 0.0000000 6.609 41.690 EM
32.701
46 -0.61170291D+03 0.0000000 0.0000000 6.609 41.690 EM
32.701
47 -0.61170291D+03 0.0000000 0.0000000 6.609 41.690 EM
32.701
48 -0.61170291D+03 0.0000000 0.0000000 6.609 41.690 EM
32.701
49 -0.61170291D+03 0.0000000 0.0000000 6.609 41.690 EM
32.702
50 -0.61170291D+03 0.0000000 0.0000000 6.609 41.690 EM
32.702
51 -0.61170291D+03 0.0000000 0.0000000 6.609 41.690 EM
32.702
52 -0.61170291D+03 0.0000000 0.0000000 6.609 41.690 EM
32.702
53 -0.61170291D+03 0.0000000 0.0000000 6.609 41.690 EM
32.702
54 -0.61170291D+03 0.0000000 0.0000000 6.609 41.690 EM
32.702
55 -0.61170291D+03 0.0000000 0.0000000 6.609 41.690 EM
32.702
56 -0.61170291D+03 0.0000000 0.0000000 6.609 41.690 EM
32.702
57 -0.61170291D+03 0.0000000 0.0000000 6.609 41.689 EM
32.702
58 -0.61170291D+03 0.0000000 0.0000000 6.609 41.689 EM
32.702
59 -0.61170291D+03 0.0000000 0.0000000 6.609 41.689 EM
32.702
60 -0.61170291D+03 0.0000000 0.0000000 6.609 41.689 EM
32.702
61 -0.61170291D+03 0.0000000 0.0000000 6.609 41.689 EM
32.702
62 -0.61170291D+03 0.0000000 0.0000000 6.609 41.689 EM
32.702
63 -0.61170291D+03 0.0000000 0.0000000 6.609 41.689 EM
32.702
64 -0.61170291D+03 0.0000000 0.0000000 6.609 41.689 EM
32.702
65 -0.61170291D+03 0.0000000 0.0000000 6.609 41.689 EM
32.702
66 -0.61170291D+03 0.0000000 0.0000000 6.609 41.689 EM
32.702
Beginning Time: 23:00:39
Ending Time: 23:00:41
Elapsed Time: 00:00:02
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