Mplus VERSION 6
MUTHEN & MUTHEN
04/25/2010 11:00 PM
INPUT INSTRUCTIONS
Title: app11
Approach1Var.inp
Filename "3c.txi.pd.tnd_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 constrained across class
(Quadratic fixed to zero)
Theta = non-diagonal and constrained across class
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 OR INTNGRP==4);
Usevariables are SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S
SCTAA14S SCTAA15S SCTAA16S SCTAA17S tx;
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);
bc on tx*;
qc on tx*;
SCTAA11F with SCTAA11S;
SCTAA12F with SCTAA12S;
! c#1 on tx;
! c#2 on tx;
%c#1%
[ac*3.467 bc* qc*];
bc on tx*;
qc on tx*;
%c#2%
[ac*2.364 bc* qc*];
bc on tx*;
qc on tx*;
%c#3%
[ac*1.261 bc* qc*];
bc on tx*;
qc on tx*;
ac;
SCTAA11F-SCTAA17S;
Output: patterns standardized residual 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.
*** WARNING
Data set contains cases with missing on all variables except
x-variables. These cases were not included in the analysis.
Number of cases with missing on all variables except x-variables: 1
2 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS
app11
Approach1Var.inp
Filename "3c.txi.pd.tnd_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 constrained across class
(Quadratic fixed to zero)
Theta = non-diagonal and constrained across class
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 199
Number of dependent variables 9
Number of independent variables 1
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
Observed independent variables
TX
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
Input data file(s)
toca.dat
Input data format FREE
SUMMARY OF DATA
Number of missing data patterns 61
Number of y missing data patterns 61
Number of u missing data patterns 0
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 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 x
SCTAA13S 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
SCTAA16S x x x x x x x x x x x
SCTAA17S x x x x x x x x x
TX x x x x x x x x x x x x 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 x
SCTAA11S x x x x x x x x x x x x
SCTAA12F x x x x x x x x x
SCTAA12S x 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 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
SCTAA17S x x x x x x x x x x x
TX x x x x x x x x x x x x x x x x x x x x
41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
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 x x x x
SCTAA12S x 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
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
SCTAA17S x x x x x x x x x
TX x x x x x x x x x x x x x x x x x x x x
61
SCTAA11F x
SCTAA11S x
SCTAA12F
SCTAA12S
SCTAA13S x
SCTAA14S x
SCTAA15S x
SCTAA16S x
SCTAA17S x
TX x
MISSING DATA PATTERN FREQUENCIES FOR Y
Pattern Frequency Pattern Frequency Pattern Frequency
1 59 22 8 43 2
2 8 23 2 44 1
3 6 24 7 45 2
4 1 25 1 46 1
5 6 26 4 47 3
6 2 27 6 48 2
7 3 28 2 49 1
8 1 29 2 50 1
9 1 30 1 51 1
10 3 31 1 52 1
11 1 32 4 53 1
12 5 33 1 54 1
13 2 34 1 55 1
14 1 35 1 56 1
15 1 36 1 57 1
16 4 37 2 58 1
17 2 38 1 59 1
18 4 39 1 60 1
19 2 40 1 61 1
20 13 41 1
21 1 42 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 0.925
SCTAA11S 0.704 0.749
SCTAA12F 0.709 0.628 0.754
SCTAA12S 0.673 0.608 0.688 0.709
SCTAA13S 0.528 0.472 0.538 0.543 0.558
SCTAA14S 0.714 0.613 0.633 0.588 0.492
SCTAA15S 0.613 0.543 0.563 0.543 0.462
SCTAA16S 0.658 0.568 0.583 0.553 0.462
SCTAA17S 0.623 0.543 0.553 0.533 0.437
TX 0.925 0.749 0.754 0.709 0.558
Covariance Coverage
SCTAA14S SCTAA15S SCTAA16S SCTAA17S TX
________ ________ ________ ________ ________
SCTAA14S 0.759
SCTAA15S 0.623 0.663
SCTAA16S 0.653 0.608 0.724
SCTAA17S 0.613 0.578 0.648 0.673
TX 0.759 0.663 0.724 0.673 1.000
RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST LOGLIKELIHOOD VALUES
1 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:
-1604.398 127215 9
-1604.398 unperturbed 0
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.
THE MODEL ESTIMATION TERMINATED NORMALLY
TESTS OF MODEL FIT
Loglikelihood
H0 Value -1604.398
H0 Scaling Correction Factor 1.220
for MLR
Information Criteria
Number of Free Parameters 40
Akaike (AIC) 3288.796
Bayesian (BIC) 3420.528
Sample-Size Adjusted BIC 3293.806
(n* = (n + 2) / 24)
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THE ESTIMATED MODEL
Latent
Classes
1 28.20927 0.14176
2 99.74190 0.50122
3 71.04884 0.35703
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent
Classes
1 28.20927 0.14176
2 99.74190 0.50122
3 71.04884 0.35703
CLASSIFICATION QUALITY
Entropy 0.826
CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP
Class Counts and Proportions
Latent
Classes
1 27 0.13568
2 97 0.48744
3 75 0.37688
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2 3
1 0.860 0.140 0.000
2 0.051 0.931 0.018
3 0.000 0.076 0.924
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
BC ON
TX -0.451 0.198 -2.274 0.023
QC ON
TX 0.056 0.044 1.262 0.207
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 0.144 0.033 4.366 0.000
SCTAA12F WITH
SCTAA12S 0.180 0.048 3.706 0.000
Means
AC 4.110 0.649 6.333 0.000
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
BC 0.438 0.427 1.026 0.305
QC -0.084 0.039 -2.177 0.029
Variances
AC 0.085 0.047 1.819 0.069
Residual Variances
SCTAA11F 1.052 0.336 3.130 0.002
SCTAA11S 0.616 0.128 4.806 0.000
SCTAA12F 0.582 0.081 7.153 0.000
SCTAA12S 0.721 0.104 6.905 0.000
SCTAA13S 1.280 0.218 5.883 0.000
SCTAA14S 0.911 0.192 4.744 0.000
SCTAA15S 0.741 0.259 2.858 0.004
SCTAA16S 1.199 0.144 8.338 0.000
SCTAA17S 1.010 0.178 5.664 0.000
BC 0.006 0.002 2.319 0.020
QC 0.000 0.000 999.000 999.000
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
BC ON
TX -0.053 0.126 -0.424 0.672
QC ON
TX 0.007 0.020 0.341 0.733
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 0.144 0.033 4.366 0.000
SCTAA12F WITH
SCTAA12S 0.180 0.048 3.706 0.000
Means
AC 2.398 0.110 21.841 0.000
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
BC 0.155 0.175 0.885 0.376
QC -0.014 0.022 -0.652 0.514
Variances
AC 0.085 0.047 1.819 0.069
Residual Variances
SCTAA11F 1.052 0.336 3.130 0.002
SCTAA11S 0.616 0.128 4.806 0.000
SCTAA12F 0.582 0.081 7.153 0.000
SCTAA12S 0.721 0.104 6.905 0.000
SCTAA13S 1.280 0.218 5.883 0.000
SCTAA14S 0.911 0.192 4.744 0.000
SCTAA15S 0.741 0.259 2.858 0.004
SCTAA16S 1.199 0.144 8.338 0.000
SCTAA17S 1.010 0.178 5.664 0.000
BC 0.006 0.002 2.319 0.020
QC 0.000 0.000 999.000 999.000
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
BC ON
TX -0.044 0.077 -0.574 0.566
QC ON
TX 0.009 0.012 0.770 0.441
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 0.144 0.033 4.366 0.000
SCTAA12F WITH
SCTAA12S 0.180 0.048 3.706 0.000
Means
AC 1.479 0.059 25.120 0.000
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
BC 0.049 0.068 0.720 0.471
QC -0.007 0.010 -0.740 0.459
Variances
AC 0.000 0.018 0.020 0.984
Residual Variances
SCTAA11F 0.169 0.036 4.653 0.000
SCTAA11S 0.197 0.033 6.042 0.000
SCTAA12F 0.237 0.053 4.444 0.000
SCTAA12S 0.243 0.053 4.553 0.000
SCTAA13S 0.198 0.060 3.276 0.001
SCTAA14S 0.326 0.138 2.353 0.019
SCTAA15S 0.211 0.086 2.447 0.014
SCTAA16S 0.148 0.065 2.276 0.023
SCTAA17S 0.099 0.047 2.112 0.035
BC 0.006 0.002 2.319 0.020
QC 0.000 0.000 999.000 999.000
Categorical Latent Variables
Means
C#1 -0.924 0.379 -2.439 0.015
C#2 0.339 0.202 1.678 0.093
STANDARDIZED MODEL RESULTS
STDYX Standardization
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
AC BY
SCTAA11F 0.274 0.099 2.755 0.006
SCTAA11S 0.346 0.104 3.345 0.001
SCTAA12F 0.348 0.086 4.027 0.000
SCTAA12S 0.311 0.082 3.820 0.000
SCTAA13S 0.237 0.070 3.400 0.001
SCTAA14S 0.264 0.070 3.777 0.000
SCTAA15S 0.278 0.069 4.012 0.000
SCTAA16S 0.232 0.074 3.120 0.002
SCTAA17S 0.247 0.082 3.006 0.003
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.128 0.051 2.511 0.012
SCTAA12F 0.258 0.098 2.626 0.009
SCTAA12S 0.346 0.129 2.680 0.007
SCTAA13S 0.439 0.156 2.815 0.005
SCTAA14S 0.684 0.249 2.746 0.006
SCTAA15S 0.927 0.371 2.499 0.012
SCTAA16S 0.947 0.377 2.513 0.012
SCTAA17S 1.189 0.500 2.377 0.017
QC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.007 0.006 1.224 0.221
SCTAA12F 0.030 0.023 1.307 0.191
SCTAA12S 0.060 0.046 1.307 0.191
SCTAA13S 0.127 0.098 1.294 0.196
SCTAA14S 0.277 0.212 1.308 0.191
SCTAA15S 0.483 0.381 1.267 0.205
SCTAA16S 0.603 0.506 1.193 0.233
SCTAA17S 0.896 0.774 1.157 0.247
BC ON
TX -0.938 0.055 -17.069 0.000
QC ON
TX 1.000 0.000 999.000 999.000
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 0.179 0.055 3.272 0.001
SCTAA12F WITH
SCTAA12S 0.278 0.074 3.736 0.000
Means
AC 14.067 2.919 4.819 0.000
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
BC 2.024 2.015 1.004 0.315
QC -3.360 3.320 -1.012 0.312
Variances
AC 1.000 0.000 999.000 999.000
Residual Variances
SCTAA11F 0.925 0.054 16.978 0.000
SCTAA11S 0.865 0.072 12.067 0.000
SCTAA12F 0.826 0.059 14.038 0.000
SCTAA12S 0.819 0.060 13.723 0.000
SCTAA13S 0.840 0.053 15.879 0.000
SCTAA14S 0.742 0.105 7.084 0.000
SCTAA15S 0.670 0.177 3.790 0.000
SCTAA16S 0.757 0.113 6.728 0.000
SCTAA17S 0.721 0.122 5.930 0.000
BC 0.120 0.103 1.164 0.245
QC 0.000 999.000 999.000 999.000
Latent Class 2
AC BY
SCTAA11F 0.274 0.099 2.755 0.006
SCTAA11S 0.349 0.104 3.352 0.001
SCTAA12F 0.356 0.086 4.139 0.000
SCTAA12S 0.323 0.081 3.992 0.000
SCTAA13S 0.247 0.068 3.623 0.000
SCTAA14S 0.283 0.063 4.467 0.000
SCTAA15S 0.301 0.059 5.062 0.000
SCTAA16S 0.242 0.063 3.863 0.000
SCTAA17S 0.253 0.067 3.800 0.000
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.047 0.018 2.668 0.008
SCTAA12F 0.097 0.035 2.758 0.006
SCTAA12S 0.132 0.047 2.780 0.005
SCTAA13S 0.168 0.064 2.608 0.009
SCTAA14S 0.269 0.089 3.008 0.003
SCTAA15S 0.368 0.121 3.044 0.002
SCTAA16S 0.362 0.127 2.862 0.004
SCTAA17S 0.447 0.160 2.801 0.005
QC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.001 0.003 0.343 0.732
SCTAA12F 0.004 0.012 0.340 0.734
SCTAA12S 0.008 0.024 0.340 0.734
SCTAA13S 0.018 0.052 0.338 0.735
SCTAA14S 0.040 0.116 0.341 0.733
SCTAA15S 0.070 0.205 0.340 0.734
SCTAA16S 0.084 0.245 0.341 0.733
SCTAA17S 0.122 0.358 0.341 0.733
BC ON
TX -0.329 0.675 -0.488 0.625
QC ON
TX 1.000 0.000 999.000 999.000
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 0.179 0.055 3.272 0.001
SCTAA12F WITH
SCTAA12S 0.278 0.074 3.736 0.000
Means
AC 8.207 2.333 3.518 0.000
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
BC 1.945 1.799 1.081 0.280
QC -4.246 11.386 -0.373 0.709
Variances
AC 1.000 0.000 999.000 999.000
Residual Variances
SCTAA11F 0.925 0.054 16.978 0.000
SCTAA11S 0.876 0.073 12.013 0.000
SCTAA12F 0.864 0.062 13.860 0.000
SCTAA12S 0.879 0.055 16.112 0.000
SCTAA13S 0.913 0.041 22.448 0.000
SCTAA14S 0.853 0.044 19.453 0.000
SCTAA15S 0.786 0.052 15.091 0.000
SCTAA16S 0.823 0.061 13.502 0.000
SCTAA17S 0.757 0.086 8.785 0.000
BC 0.891 0.445 2.005 0.045
QC 0.000 999.000 999.000 999.000
Latent Class 3
AC BY
SCTAA11F 0.046 1.146 0.040 0.968
SCTAA11S 0.042 1.057 0.040 0.968
SCTAA12F 0.038 0.956 0.040 0.968
SCTAA12S 0.037 0.932 0.040 0.968
SCTAA13S 0.039 0.973 0.040 0.968
SCTAA14S 0.030 0.750 0.040 0.968
SCTAA15S 0.033 0.828 0.040 0.968
SCTAA16S 0.033 0.835 0.040 0.968
SCTAA17S 0.032 0.810 0.040 0.968
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.088 0.024 3.600 0.000
SCTAA12F 0.158 0.041 3.842 0.000
SCTAA12S 0.232 0.063 3.704 0.000
SCTAA13S 0.404 0.106 3.807 0.000
SCTAA14S 0.435 0.119 3.645 0.000
SCTAA15S 0.617 0.135 4.559 0.000
SCTAA16S 0.761 0.175 4.336 0.000
SCTAA17S 0.871 0.164 5.296 0.000
QC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.003 0.003 0.766 0.444
SCTAA12F 0.009 0.012 0.790 0.430
SCTAA12S 0.021 0.026 0.788 0.431
SCTAA13S 0.060 0.077 0.789 0.430
SCTAA14S 0.091 0.119 0.764 0.445
SCTAA15S 0.166 0.209 0.793 0.428
SCTAA16S 0.250 0.326 0.768 0.442
SCTAA17S 0.339 0.439 0.770 0.441
BC ON
TX -0.280 0.439 -0.639 0.523
QC ON
TX 1.000 0.000 999.000 999.000
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 0.787 0.068 11.547 0.000
SCTAA12F WITH
SCTAA12S 0.750 0.082 9.158 0.000
Means
AC 78.860 1984.673 0.040 0.968
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
BC 0.631 0.813 0.776 0.438
QC -1.546 1.787 -0.865 0.387
Variances
AC 1.000 0.000 999.000 999.000
Residual Variances
SCTAA11F 0.998 0.104 9.566 0.000
SCTAA11S 0.991 0.088 11.288 0.000
SCTAA12F 0.974 0.070 13.883 0.000
SCTAA12S 0.947 0.066 14.308 0.000
SCTAA13S 0.846 0.073 11.576 0.000
SCTAA14S 0.824 0.078 10.629 0.000
SCTAA15S 0.648 0.128 5.056 0.000
SCTAA16S 0.464 0.154 3.011 0.003
SCTAA17S 0.291 0.129 2.257 0.024
BC 0.922 0.246 3.749 0.000
QC 0.000 999.000 999.000 999.000
STDY Standardization
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
AC BY
SCTAA11F 0.274 0.099 2.755 0.006
SCTAA11S 0.346 0.104 3.345 0.001
SCTAA12F 0.348 0.086 4.027 0.000
SCTAA12S 0.311 0.082 3.820 0.000
SCTAA13S 0.237 0.070 3.400 0.001
SCTAA14S 0.264 0.070 3.777 0.000
SCTAA15S 0.278 0.069 4.012 0.000
SCTAA16S 0.232 0.074 3.120 0.002
SCTAA17S 0.247 0.082 3.006 0.003
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.128 0.051 2.511 0.012
SCTAA12F 0.258 0.098 2.626 0.009
SCTAA12S 0.346 0.129 2.680 0.007
SCTAA13S 0.439 0.156 2.815 0.005
SCTAA14S 0.684 0.249 2.746 0.006
SCTAA15S 0.927 0.371 2.499 0.012
SCTAA16S 0.947 0.377 2.513 0.012
SCTAA17S 1.189 0.500 2.377 0.017
QC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.007 0.006 1.224 0.221
SCTAA12F 0.030 0.023 1.307 0.191
SCTAA12S 0.060 0.046 1.307 0.191
SCTAA13S 0.127 0.098 1.294 0.196
SCTAA14S 0.277 0.212 1.308 0.191
SCTAA15S 0.483 0.381 1.267 0.205
SCTAA16S 0.603 0.506 1.193 0.233
SCTAA17S 0.896 0.774 1.157 0.247
BC ON
TX -2.083 0.152 -13.682 0.000
QC ON
TX 2.220 0.111 19.950 0.000
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 0.179 0.055 3.272 0.001
SCTAA12F WITH
SCTAA12S 0.278 0.074 3.736 0.000
Means
AC 14.067 2.919 4.819 0.000
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
BC 2.024 2.015 1.004 0.315
QC -3.360 3.320 -1.012 0.312
Variances
AC 1.000 0.000 999.000 999.000
Residual Variances
SCTAA11F 0.925 0.054 16.978 0.000
SCTAA11S 0.865 0.072 12.067 0.000
SCTAA12F 0.826 0.059 14.038 0.000
SCTAA12S 0.819 0.060 13.723 0.000
SCTAA13S 0.840 0.053 15.879 0.000
SCTAA14S 0.742 0.105 7.084 0.000
SCTAA15S 0.670 0.177 3.790 0.000
SCTAA16S 0.757 0.113 6.728 0.000
SCTAA17S 0.721 0.122 5.930 0.000
BC 0.120 0.103 1.164 0.245
QC 999.000 999.000 999.000 999.000
Latent Class 2
AC BY
SCTAA11F 0.274 0.099 2.755 0.006
SCTAA11S 0.349 0.104 3.352 0.001
SCTAA12F 0.356 0.086 4.139 0.000
SCTAA12S 0.323 0.081 3.992 0.000
SCTAA13S 0.247 0.068 3.623 0.000
SCTAA14S 0.283 0.063 4.467 0.000
SCTAA15S 0.301 0.059 5.062 0.000
SCTAA16S 0.242 0.063 3.863 0.000
SCTAA17S 0.253 0.067 3.800 0.000
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.047 0.018 2.668 0.008
SCTAA12F 0.097 0.035 2.758 0.006
SCTAA12S 0.132 0.047 2.780 0.005
SCTAA13S 0.168 0.064 2.608 0.009
SCTAA14S 0.269 0.089 3.008 0.003
SCTAA15S 0.368 0.121 3.044 0.002
SCTAA16S 0.362 0.127 2.862 0.004
SCTAA17S 0.447 0.160 2.801 0.005
QC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.001 0.003 0.343 0.732
SCTAA12F 0.004 0.012 0.340 0.734
SCTAA12S 0.008 0.024 0.340 0.734
SCTAA13S 0.018 0.052 0.338 0.735
SCTAA14S 0.040 0.116 0.341 0.733
SCTAA15S 0.070 0.205 0.340 0.734
SCTAA16S 0.084 0.245 0.341 0.733
SCTAA17S 0.122 0.358 0.341 0.733
BC ON
TX -0.673 1.378 -0.488 0.625
QC ON
TX 2.043 0.102 19.950 0.000
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 0.179 0.055 3.272 0.001
SCTAA12F WITH
SCTAA12S 0.278 0.074 3.736 0.000
Means
AC 8.207 2.333 3.518 0.000
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
BC 1.945 1.799 1.081 0.280
QC -4.246 11.386 -0.373 0.709
Variances
AC 1.000 0.000 999.000 999.000
Residual Variances
SCTAA11F 0.925 0.054 16.978 0.000
SCTAA11S 0.876 0.073 12.013 0.000
SCTAA12F 0.864 0.062 13.860 0.000
SCTAA12S 0.879 0.055 16.112 0.000
SCTAA13S 0.913 0.041 22.448 0.000
SCTAA14S 0.853 0.044 19.453 0.000
SCTAA15S 0.786 0.052 15.091 0.000
SCTAA16S 0.823 0.061 13.502 0.000
SCTAA17S 0.757 0.086 8.785 0.000
BC 0.891 0.445 2.005 0.045
QC 999.000 999.000 999.000 999.000
Latent Class 3
AC BY
SCTAA11F 0.046 1.146 0.040 0.968
SCTAA11S 0.042 1.057 0.040 0.968
SCTAA12F 0.038 0.956 0.040 0.968
SCTAA12S 0.037 0.932 0.040 0.968
SCTAA13S 0.039 0.973 0.040 0.968
SCTAA14S 0.030 0.750 0.040 0.968
SCTAA15S 0.033 0.828 0.040 0.968
SCTAA16S 0.033 0.835 0.040 0.968
SCTAA17S 0.032 0.810 0.040 0.968
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.088 0.024 3.600 0.000
SCTAA12F 0.158 0.041 3.842 0.000
SCTAA12S 0.232 0.063 3.704 0.000
SCTAA13S 0.404 0.106 3.807 0.000
SCTAA14S 0.435 0.119 3.645 0.000
SCTAA15S 0.617 0.135 4.559 0.000
SCTAA16S 0.761 0.175 4.336 0.000
SCTAA17S 0.871 0.164 5.296 0.000
QC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.003 0.003 0.766 0.444
SCTAA12F 0.009 0.012 0.790 0.430
SCTAA12S 0.021 0.026 0.788 0.431
SCTAA13S 0.060 0.077 0.789 0.430
SCTAA14S 0.091 0.119 0.764 0.445
SCTAA15S 0.166 0.209 0.793 0.428
SCTAA16S 0.250 0.326 0.768 0.442
SCTAA17S 0.339 0.439 0.770 0.441
BC ON
TX -0.563 0.881 -0.639 0.523
QC ON
TX 2.008 0.101 19.950 0.000
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 0.787 0.068 11.547 0.000
SCTAA12F WITH
SCTAA12S 0.750 0.082 9.158 0.000
Means
AC 78.860 1984.673 0.040 0.968
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
BC 0.631 0.813 0.776 0.438
QC -1.546 1.787 -0.865 0.387
Variances
AC 1.000 0.000 999.000 999.000
Residual Variances
SCTAA11F 0.998 0.104 9.566 0.000
SCTAA11S 0.991 0.088 11.288 0.000
SCTAA12F 0.974 0.070 13.883 0.000
SCTAA12S 0.947 0.066 14.308 0.000
SCTAA13S 0.846 0.073 11.576 0.000
SCTAA14S 0.824 0.078 10.629 0.000
SCTAA15S 0.648 0.128 5.056 0.000
SCTAA16S 0.464 0.154 3.011 0.003
SCTAA17S 0.291 0.129 2.257 0.024
BC 0.922 0.246 3.749 0.000
QC 999.000 999.000 999.000 999.000
STD Standardization
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
AC BY
SCTAA11F 0.292 0.080 3.637 0.000
SCTAA11S 0.292 0.080 3.637 0.000
SCTAA12F 0.292 0.080 3.637 0.000
SCTAA12S 0.292 0.080 3.637 0.000
SCTAA13S 0.292 0.080 3.637 0.000
SCTAA14S 0.292 0.080 3.637 0.000
SCTAA15S 0.292 0.080 3.637 0.000
SCTAA16S 0.292 0.080 3.637 0.000
SCTAA17S 0.292 0.080 3.637 0.000
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.108 0.042 2.558 0.011
SCTAA12F 0.217 0.085 2.558 0.011
SCTAA12S 0.325 0.127 2.558 0.011
SCTAA13S 0.541 0.212 2.558 0.011
SCTAA14S 0.758 0.296 2.558 0.011
SCTAA15S 0.975 0.381 2.558 0.011
SCTAA16S 1.191 0.466 2.558 0.011
SCTAA17S 1.408 0.550 2.558 0.011
QC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.006 0.005 1.259 0.208
SCTAA12F 0.025 0.020 1.259 0.208
SCTAA12S 0.056 0.045 1.259 0.208
SCTAA13S 0.157 0.125 1.259 0.208
SCTAA14S 0.307 0.244 1.259 0.208
SCTAA15S 0.508 0.404 1.259 0.208
SCTAA16S 0.759 0.603 1.259 0.208
SCTAA17S 1.060 0.842 1.259 0.208
BC ON
TX -2.083 0.152 -13.682 0.000
QC ON
TX 2.220 0.111 19.950 0.000
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 0.144 0.033 4.366 0.000
SCTAA12F WITH
SCTAA12S 0.180 0.048 3.706 0.000
Means
AC 14.067 2.919 4.819 0.000
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
BC 2.024 2.015 1.004 0.315
QC -3.360 3.320 -1.012 0.312
Variances
AC 1.000 0.000 999.000 999.000
Residual Variances
SCTAA11F 1.052 0.336 3.130 0.002
SCTAA11S 0.616 0.128 4.806 0.000
SCTAA12F 0.582 0.081 7.153 0.000
SCTAA12S 0.721 0.104 6.905 0.000
SCTAA13S 1.280 0.218 5.883 0.000
SCTAA14S 0.911 0.192 4.744 0.000
SCTAA15S 0.741 0.259 2.858 0.004
SCTAA16S 1.199 0.144 8.338 0.000
SCTAA17S 1.010 0.178 5.664 0.000
BC 0.120 0.103 1.164 0.245
QC 0.000 999.000 999.000 999.000
Latent Class 2
AC BY
SCTAA11F 0.292 0.080 3.637 0.000
SCTAA11S 0.292 0.080 3.637 0.000
SCTAA12F 0.292 0.080 3.637 0.000
SCTAA12S 0.292 0.080 3.637 0.000
SCTAA13S 0.292 0.080 3.637 0.000
SCTAA14S 0.292 0.080 3.637 0.000
SCTAA15S 0.292 0.080 3.637 0.000
SCTAA16S 0.292 0.080 3.637 0.000
SCTAA17S 0.292 0.080 3.637 0.000
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.040 0.015 2.725 0.006
SCTAA12F 0.079 0.029 2.725 0.006
SCTAA12S 0.119 0.044 2.725 0.006
SCTAA13S 0.199 0.073 2.725 0.006
SCTAA14S 0.278 0.102 2.725 0.006
SCTAA15S 0.358 0.131 2.725 0.006
SCTAA16S 0.437 0.160 2.725 0.006
SCTAA17S 0.517 0.190 2.725 0.006
QC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.001 0.002 0.341 0.733
SCTAA12F 0.003 0.010 0.341 0.733
SCTAA12S 0.008 0.022 0.341 0.733
SCTAA13S 0.021 0.061 0.341 0.733
SCTAA14S 0.041 0.120 0.341 0.733
SCTAA15S 0.068 0.198 0.341 0.733
SCTAA16S 0.101 0.296 0.341 0.733
SCTAA17S 0.141 0.414 0.341 0.733
BC ON
TX -0.673 1.378 -0.488 0.625
QC ON
TX 2.043 0.102 19.950 0.000
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 0.144 0.033 4.366 0.000
SCTAA12F WITH
SCTAA12S 0.180 0.048 3.706 0.000
Means
AC 8.207 2.333 3.518 0.000
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
BC 1.945 1.799 1.081 0.280
QC -4.246 11.386 -0.373 0.709
Variances
AC 1.000 0.000 999.000 999.000
Residual Variances
SCTAA11F 1.052 0.336 3.130 0.002
SCTAA11S 0.616 0.128 4.806 0.000
SCTAA12F 0.582 0.081 7.153 0.000
SCTAA12S 0.721 0.104 6.905 0.000
SCTAA13S 1.280 0.218 5.883 0.000
SCTAA14S 0.911 0.192 4.744 0.000
SCTAA15S 0.741 0.259 2.858 0.004
SCTAA16S 1.199 0.144 8.338 0.000
SCTAA17S 1.010 0.178 5.664 0.000
BC 0.891 0.445 2.005 0.045
QC 0.000 999.000 999.000 999.000
Latent Class 3
AC BY
SCTAA11F 0.019 0.472 0.040 0.968
SCTAA11S 0.019 0.472 0.040 0.968
SCTAA12F 0.019 0.472 0.040 0.968
SCTAA12S 0.019 0.472 0.040 0.968
SCTAA13S 0.019 0.472 0.040 0.968
SCTAA14S 0.019 0.472 0.040 0.968
SCTAA15S 0.019 0.472 0.040 0.968
SCTAA16S 0.019 0.472 0.040 0.968
SCTAA17S 0.019 0.472 0.040 0.968
BC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.039 0.011 3.706 0.000
SCTAA12F 0.078 0.021 3.706 0.000
SCTAA12S 0.117 0.032 3.706 0.000
SCTAA13S 0.195 0.053 3.706 0.000
SCTAA14S 0.274 0.074 3.706 0.000
SCTAA15S 0.352 0.095 3.706 0.000
SCTAA16S 0.430 0.116 3.706 0.000
SCTAA17S 0.508 0.137 3.706 0.000
QC BY
SCTAA11F 0.000 0.000 999.000 999.000
SCTAA11S 0.001 0.002 0.770 0.441
SCTAA12F 0.005 0.006 0.770 0.441
SCTAA12S 0.011 0.014 0.770 0.441
SCTAA13S 0.029 0.038 0.770 0.441
SCTAA14S 0.057 0.074 0.770 0.441
SCTAA15S 0.095 0.123 0.770 0.441
SCTAA16S 0.141 0.184 0.770 0.441
SCTAA17S 0.197 0.257 0.770 0.441
BC ON
TX -0.563 0.881 -0.639 0.523
QC ON
TX 2.008 0.101 19.950 0.000
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 0.144 0.033 4.366 0.000
SCTAA12F WITH
SCTAA12S 0.180 0.048 3.706 0.000
Means
AC 78.860 1984.673 0.040 0.968
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
BC 0.631 0.813 0.776 0.438
QC -1.546 1.787 -0.865 0.387
Variances
AC 1.000 0.000 999.000 999.000
Residual Variances
SCTAA11F 0.169 0.036 4.653 0.000
SCTAA11S 0.197 0.033 6.042 0.000
SCTAA12F 0.237 0.053 4.444 0.000
SCTAA12S 0.243 0.053 4.553 0.000
SCTAA13S 0.198 0.060 3.276 0.001
SCTAA14S 0.326 0.138 2.353 0.019
SCTAA15S 0.211 0.086 2.447 0.014
SCTAA16S 0.148 0.065 2.276 0.023
SCTAA17S 0.099 0.047 2.112 0.035
BC 0.922 0.246 3.749 0.000
QC 0.000 999.000 999.000 999.000
R-SQUARE
Class 1
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
SCTAA11F 0.075 0.054 1.377 0.168
SCTAA11S 0.135 0.072 1.878 0.060
SCTAA12F 0.174 0.059 2.960 0.003
SCTAA12S 0.181 0.060 3.042 0.002
SCTAA13S 0.160 0.053 3.025 0.002
SCTAA14S 0.258 0.105 2.467 0.014
SCTAA15S 0.330 0.177 1.864 0.062
SCTAA16S 0.243 0.113 2.156 0.031
SCTAA17S 0.279 0.122 2.297 0.022
Latent Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
BC 0.880 0.103 8.535 0.000
QC 1.000 999.000 999.000 999.000
Class 2
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
SCTAA11F 0.075 0.054 1.377 0.168
SCTAA11S 0.124 0.073 1.695 0.090
SCTAA12F 0.136 0.062 2.180 0.029
SCTAA12S 0.121 0.055 2.215 0.027
SCTAA13S 0.087 0.041 2.149 0.032
SCTAA14S 0.147 0.044 3.350 0.001
SCTAA15S 0.214 0.052 4.112 0.000
SCTAA16S 0.177 0.061 2.899 0.004
SCTAA17S 0.243 0.086 2.819 0.005
Latent Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
BC 0.109 0.445 0.244 0.807
QC 1.000 999.000 999.000 999.000
Class 3
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
SCTAA11F 0.002 0.104 0.020 0.984
SCTAA11S 0.009 0.088 0.106 0.915
SCTAA12F 0.026 0.070 0.368 0.713
SCTAA12S 0.053 0.066 0.797 0.425
SCTAA13S 0.154 0.073 2.114 0.035
SCTAA14S 0.176 0.078 2.273 0.023
SCTAA15S 0.352 0.128 2.743 0.006
SCTAA16S 0.536 0.154 3.476 0.001
SCTAA17S 0.709 0.129 5.503 0.000
Latent Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
BC 0.078 0.246 0.319 0.749
QC 1.000 999.000 999.000 999.000
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.157E-04
(ratio of smallest to largest eigenvalue)
RESIDUAL OUTPUT
ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 1
Model Estimated Means
SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S
________ ________ ________ ________ ________
1 4.110 4.157 4.181 4.183 4.120
Model Estimated Means
SCTAA14S SCTAA15S SCTAA16S SCTAA17S TX
________ ________ ________ ________ ________
1 3.969 3.729 3.400 2.983 0.717
Residuals for Means
SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S
________ ________ ________ ________ ________
1 0.161 -0.269 0.070 -0.239 -0.014
Residuals for Means
SCTAA14S SCTAA15S SCTAA16S SCTAA17S TX
________ ________ ________ ________ ________
1 0.060 0.155 0.155 -0.093 0.000
Model Estimated Covariances
SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S
________ ________ ________ ________ ________
SCTAA11F 1.138
SCTAA11S 0.229 0.712
SCTAA12F 0.085 0.105 0.705
SCTAA12S 0.085 0.113 0.318 0.880
SCTAA13S 0.085 0.126 0.162 0.194 1.524
SCTAA14S 0.085 0.134 0.177 0.215 0.276
SCTAA15S 0.085 0.137 0.183 0.224 0.291
SCTAA16S 0.085 0.135 0.180 0.221 0.289
SCTAA17S 0.085 0.129 0.168 0.205 0.268
TX 0.000 -0.043 -0.080 -0.112 -0.158
Model Estimated Covariances
SCTAA14S SCTAA15S SCTAA16S SCTAA17S TX
________ ________ ________ ________ ________
SCTAA14S 1.229
SCTAA15S 0.338 1.105
SCTAA16S 0.339 0.370 1.583
SCTAA17S 0.319 0.356 0.380 1.401
TX -0.182 -0.183 -0.161 -0.117 0.203
Residuals for Covariances
SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S
________ ________ ________ ________ ________
SCTAA11F 0.333
SCTAA11S -0.240 0.035
SCTAA12F 0.510 0.383 -0.087
SCTAA12S -0.256 0.612 -0.518 0.050
SCTAA13S -0.119 0.414 -0.523 1.294 -0.205
SCTAA14S -0.614 -0.538 -0.339 0.055 0.591
SCTAA15S -0.158 -0.176 -0.247 -0.972 -2.195
SCTAA16S 0.467 -1.428 0.172 -1.448 -1.623
SCTAA17S 0.412 -0.159 0.598 -0.813 -0.621
TX 0.216 0.230 0.367 0.218 0.149
Residuals for Covariances
SCTAA14S SCTAA15S SCTAA16S SCTAA17S TX
________ ________ ________ ________ ________
SCTAA14S -0.045
SCTAA15S 0.459 0.408
SCTAA16S 0.242 0.428 0.093
SCTAA17S -0.333 -1.446 0.425 -0.084
TX -0.062 -0.606 -0.330 0.217 0.000
ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 2
Model Estimated Means
SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S
________ ________ ________ ________ ________
1 2.398 2.457 2.510 2.559 2.641
Model Estimated Means
SCTAA14S SCTAA15S SCTAA16S SCTAA17S TX
________ ________ ________ ________ ________
1 2.703 2.745 2.767 2.768 0.602
Residuals for Means
SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S
________ ________ ________ ________ ________
1 0.100 -0.098 -0.151 0.049 0.434
Residuals for Means
SCTAA14S SCTAA15S SCTAA16S SCTAA17S TX
________ ________ ________ ________ ________
1 0.028 -0.211 0.037 0.009 0.000
Model Estimated Covariances
SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S
________ ________ ________ ________ ________
SCTAA11F 1.138
SCTAA11S 0.229 0.703
SCTAA12F 0.085 0.088 0.674
SCTAA12S 0.085 0.090 0.274 0.820
SCTAA13S 0.085 0.093 0.100 0.108 1.403
SCTAA14S 0.085 0.096 0.106 0.117 0.137
SCTAA15S 0.085 0.099 0.112 0.125 0.151
SCTAA16S 0.085 0.101 0.117 0.133 0.165
SCTAA17S 0.085 0.104 0.123 0.141 0.178
TX 0.000 -0.006 -0.011 -0.016 -0.022
Model Estimated Covariances
SCTAA14S SCTAA15S SCTAA16S SCTAA17S TX
________ ________ ________ ________ ________
SCTAA14S 1.068
SCTAA15S 0.177 0.943
SCTAA16S 0.196 0.227 1.457
SCTAA17S 0.215 0.251 0.288 1.334
TX -0.025 -0.025 -0.021 -0.014 0.240
Residuals for Covariances
SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S
________ ________ ________ ________ ________
SCTAA11F -0.125
SCTAA11S -0.348 -0.052
SCTAA12F -0.062 -0.211 0.060
SCTAA12S -0.272 -0.213 -0.018 0.049
SCTAA13S -0.166 -0.061 -0.152 0.054 -0.203
SCTAA14S 0.092 -0.009 0.017 0.055 0.303
SCTAA15S -0.004 -0.197 -0.164 -0.238 -0.226
SCTAA16S -0.475 -0.404 -0.167 0.068 0.852
SCTAA17S -0.024 -0.461 -0.475 -0.326 0.066
TX 0.088 0.145 0.181 0.060 -0.002
Residuals for Covariances
SCTAA14S SCTAA15S SCTAA16S SCTAA17S TX
________ ________ ________ ________ ________
SCTAA14S 0.003
SCTAA15S 0.320 -0.065
SCTAA16S 0.379 0.265 0.153
SCTAA17S -0.364 -0.257 -0.127 -0.091
TX 0.048 -0.009 -0.062 -0.004 0.000
ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 3
Model Estimated Means
SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S
________ ________ ________ ________ ________
1 1.479 1.491 1.502 1.512 1.529
Model Estimated Means
SCTAA14S SCTAA15S SCTAA16S SCTAA17S TX
________ ________ ________ ________ ________
1 1.542 1.550 1.554 1.554 0.545
Residuals for Means
SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S
________ ________ ________ ________ ________
1 0.004 0.013 -0.024 0.010 -0.016
Residuals for Means
SCTAA14S SCTAA15S SCTAA16S SCTAA17S TX
________ ________ ________ ________ ________
1 -0.061 0.086 -0.037 0.006 0.000
Model Estimated Covariances
SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S
________ ________ ________ ________ ________
SCTAA11F 0.170
SCTAA11S 0.144 0.199
SCTAA12F 0.000 0.003 0.243
SCTAA12S 0.000 0.005 0.189 0.256
SCTAA13S 0.000 0.008 0.015 0.022 0.234
SCTAA14S 0.000 0.010 0.020 0.030 0.050
SCTAA15S 0.000 0.013 0.026 0.038 0.064
SCTAA16S 0.000 0.016 0.031 0.046 0.077
SCTAA17S 0.000 0.018 0.036 0.054 0.090
TX 0.000 -0.005 -0.009 -0.011 -0.013
Model Estimated Covariances
SCTAA14S SCTAA15S SCTAA16S SCTAA17S TX
________ ________ ________ ________ ________
SCTAA14S 0.396
SCTAA15S 0.089 0.325
SCTAA16S 0.108 0.140 0.319
SCTAA17S 0.127 0.165 0.203 0.340
TX -0.010 -0.002 0.010 0.027 0.248
Residuals for Covariances
SCTAA11F SCTAA11S SCTAA12F SCTAA12S SCTAA13S
________ ________ ________ ________ ________
SCTAA11F -0.006
SCTAA11S -0.028 0.000
SCTAA12F 0.077 0.015 -0.037
SCTAA12S 0.016 -0.053 0.024 -0.032
SCTAA13S 0.049 0.191 -0.024 0.043 0.016
SCTAA14S 0.070 0.077 0.035 0.095 0.045
SCTAA15S 0.011 0.060 0.097 0.241 0.075
SCTAA16S 0.004 0.084 -0.102 -0.077 -0.109
SCTAA17S 0.038 0.054 0.028 0.100 0.009
TX -0.056 -0.104 0.114 0.191 -0.019
Residuals for Covariances
SCTAA14S SCTAA15S SCTAA16S SCTAA17S TX
________ ________ ________ ________ ________
SCTAA14S -0.039
SCTAA15S -0.065 -0.036
SCTAA16S -0.012 -0.135 -0.002
SCTAA17S -0.102 -0.137 -0.079 -0.045
TX -0.006 0.067 -0.069 0.007 0.000
TECHNICAL 4 OUTPUT
ESTIMATES DERIVED FROM THE MODEL FOR CLASS 1
ESTIMATED MEANS FOR THE LATENT VARIABLES
AC BC QC TX
________ ________ ________ ________
1 4.110 0.115 -0.044 0.717
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
AC BC QC TX
________ ________ ________ ________
AC 0.085
BC 0.000 0.047
QC 0.000 -0.005 0.001
TX 0.000 -0.092 0.011 0.203
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
AC BC QC TX
________ ________ ________ ________
AC 1.000
BC 0.000 1.000
QC 0.000 -0.938 1.000
TX 0.000 -0.938 1.000 1.000
ESTIMATES DERIVED FROM THE MODEL FOR CLASS 2
ESTIMATED MEANS FOR THE LATENT VARIABLES
AC BC QC TX
________ ________ ________ ________
1 2.398 0.122 -0.010 0.602
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
AC BC QC TX
________ ________ ________ ________
AC 0.085
BC 0.000 0.006
QC 0.000 0.000 0.000
TX 0.000 -0.013 0.002 0.240
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
AC BC QC TX
________ ________ ________ ________
AC 1.000
BC 0.000 1.000
QC 0.000 -0.329 1.000
TX 0.000 -0.329 1.000 1.000
ESTIMATES DERIVED FROM THE MODEL FOR CLASS 3
ESTIMATED MEANS FOR THE LATENT VARIABLES
AC BC QC TX
________ ________ ________ ________
1 1.479 0.025 -0.002 0.545
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
AC BC QC TX
________ ________ ________ ________
AC 0.000
BC 0.000 0.006
QC 0.000 0.000 0.000
TX 0.000 -0.011 0.002 0.248
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
AC BC QC TX
________ ________ ________ ________
AC 1.000
BC 0.000 1.000
QC 0.000 -0.280 1.000
TX 0.000 -0.280 1.000 1.000
TECHNICAL 8 OUTPUT
INITIAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.18328888D+04 0.0000000 0.0000000 54.447 76.973 EM
67.580
2 -0.16465175D+04 186.3713717 0.1016818 48.734 73.280 EM
76.986
3 -0.16195929D+04 26.9246189 0.0163525 43.640 77.007 EM
78.352
4 -0.16147464D+04 4.8465033 0.0029924 39.315 82.451 EM
77.234
5 -0.16108339D+04 3.9124026 0.0024229 35.807 87.400 EM
75.793
6 -0.16077671D+04 3.0668438 0.0019039 33.167 91.230 EM
74.603
7 -0.16060687D+04 1.6983847 0.0010564 31.368 93.939 EM
73.693
8 -0.16052385D+04 0.8302678 0.0005170 30.218 95.783 EM
72.998
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.50837698D+05 0.0000000 0.0000000 56.247 81.720 EM
61.033
2 -0.17713374D+04 ************ 0.9651570 56.284 81.637 EM
61.080
3 -0.17703029D+04 1.0345440 0.0005840 56.144 81.223 EM
61.632
4 -0.17640184D+04 6.2844824 0.0035499 54.885 78.897 EM
65.217
5 -0.17329367D+04 31.0817507 0.0176199 49.962 70.721 EM
78.317
6 -0.16676212D+04 65.3154411 0.0376906 45.531 63.252 EM
90.217
7 -0.16351871D+04 32.4341471 0.0194493 45.439 62.799 EM
90.763
8 -0.16284887D+04 6.6983770 0.0040964 46.489 64.239 EM
88.272
9 -0.16259938D+04 2.4948842 0.0015320 47.507 65.603 EM
85.890
10 -0.16242347D+04 1.7590611 0.0010818 48.431 66.619 EM
83.950
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.86574626D+04 0.0000000 0.0000000 181.705 17.295 EM
0.000
2 -0.17826896D+04 6874.7730228 0.7940864 193.196 5.804 EM
0.000
3 -0.17721513D+04 10.5382425 0.0059114 195.011 3.989 EM
0.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.48177409D+05 0.0000000 0.0000000 69.091 71.581 EM
58.328
2 -0.17712772D+04 ************ 0.9632343 69.176 71.540 EM
58.285
3 -0.17708561D+04 0.4210207 0.0002377 69.190 71.415 EM
58.396
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.50793111D+05 0.0000000 0.0000000 63.872 73.401 EM
61.726
2 -0.17712457D+04 ************ 0.9651282 63.749 73.421 EM
61.831
3 -0.17694943D+04 1.7513974 0.0009888 63.153 73.112 EM
62.735
4 -0.17598902D+04 9.6040285 0.0054276 60.182 71.028 EM
67.790
5 -0.17180968D+04 41.7934126 0.0237477 52.253 64.850 EM
81.898
6 -0.16546437D+04 63.4531414 0.0369322 47.420 61.371 EM
90.209
7 -0.16315031D+04 23.1405454 0.0139852 47.708 61.686 EM
89.606
8 -0.16253641D+04 6.1390797 0.0037628 49.524 62.330 EM
87.147
9 -0.16212183D+04 4.1457086 0.0025506 51.743 62.528 EM
84.729
10 -0.16174865D+04 3.7317977 0.0023018 53.919 62.484 EM
82.596
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.32822205D+05 0.0000000 0.0000000 140.538 30.763 EM
27.699
2 -0.18052896D+04 ************ 0.9449979 169.825 13.309 EM
15.866
3 -0.17764338D+04 28.8558478 0.0159841 177.386 5.411 EM
16.203
4 -0.17510734D+04 25.3603597 0.0142760 173.139 1.975 EM
23.886
5 -0.17340950D+04 16.9784296 0.0096960 169.942 0.725 EM
28.333
6 -0.17269652D+04 7.1298245 0.0041116 168.638 0.276 EM
30.086
7 -0.17131000D+04 13.8651693 0.0080286 164.163 0.108 EM
34.729
8 -0.16879834D+04 25.1166476 0.0146615 154.380 0.043 EM
44.577
9 -0.16536903D+04 34.2930767 0.0203160 144.865 0.019 EM
54.116
10 -0.16315678D+04 22.1224965 0.0133777 139.389 0.009 EM
59.602
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.22694998D+05 0.0000000 0.0000000 36.311 132.251 EM
30.438
2 -0.17905972D+04 ************ 0.9211017 31.532 149.749 EM
17.719
3 -0.17678591D+04 22.7381122 0.0126986 30.793 150.670 EM
17.537
4 -0.17463303D+04 21.5287507 0.0121779 29.700 144.562 EM
24.738
5 -0.17311051D+04 15.2252092 0.0087184 29.511 140.828 EM
28.661
6 -0.17256034D+04 5.5016812 0.0031781 30.234 139.673 EM
29.093
7 -0.17232905D+04 2.3129068 0.0013403 31.276 139.390 EM
28.334
8 -0.17210511D+04 2.2394707 0.0012995 32.382 139.258 EM
27.360
9 -0.17184211D+04 2.6299240 0.0015281 33.416 139.066 EM
26.518
10 -0.17161343D+04 2.2867959 0.0013308 34.315 138.831 EM
25.854
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.32174762D+05 0.0000000 0.0000000 5.410 85.441 EM
108.149
2 -0.18233781D+04 ************ 0.9433289 6.460 114.615 EM
77.925
3 -0.17672750D+04 56.1030139 0.0307687 7.728 133.684 EM
57.588
4 -0.17425464D+04 24.7286181 0.0139925 8.432 141.576 EM
48.992
5 -0.17379532D+04 4.5932256 0.0026359 8.860 144.647 EM
45.493
6 -0.17350336D+04 2.9196033 0.0016799 9.043 144.241 EM
45.715
7 -0.17172125D+04 17.8210582 0.0102713 8.849 134.348 EM
55.803
8 -0.16919825D+04 25.2300794 0.0146925 8.833 121.976 EM
68.190
9 -0.16665208D+04 25.4616838 0.0150484 8.622 112.268 EM
78.109
10 -0.16523071D+04 14.2136463 0.0085289 8.273 104.770 EM
85.957
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.41124685D+05 0.0000000 0.0000000 34.978 44.271 EM
119.751
2 -0.17978896D+04 ************ 0.9562820 23.477 29.356 EM
146.167
3 -0.17581305D+04 39.7591043 0.0221143 18.894 23.027 EM
157.079
4 -0.17329196D+04 25.2109074 0.0143396 18.155 26.390 EM
154.456
5 -0.17198906D+04 13.0290187 0.0075185 18.812 34.869 EM
145.319
6 -0.16937020D+04 26.1886110 0.0152269 20.973 45.564 EM
132.463
7 -0.16678359D+04 25.8661242 0.0152719 23.639 53.408 EM
121.954
8 -0.16522244D+04 15.6114469 0.0093603 26.740 58.577 EM
113.682
9 -0.16424054D+04 9.8190025 0.0059429 29.682 62.499 EM
106.818
10 -0.16347557D+04 7.6496840 0.0046576 31.954 65.984 EM
101.062
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.49169665D+05 0.0000000 0.0000000 66.389 68.791 EM
63.820
2 -0.17710990D+04 ************ 0.9639798 66.497 68.648 EM
63.856
3 -0.17694693D+04 1.6296164 0.0009201 66.682 68.037 EM
64.281
4 -0.17627334D+04 6.7359829 0.0038068 66.147 65.395 EM
67.458
5 -0.17340134D+04 28.7199625 0.0162929 62.308 57.364 EM
79.327
6 -0.16695175D+04 64.4958832 0.0371946 57.853 49.475 EM
91.672
7 -0.16326567D+04 36.8608133 0.0220787 57.441 49.457 EM
92.102
8 -0.16230423D+04 9.6143796 0.0058888 58.046 52.178 EM
88.776
9 -0.16182091D+04 4.8331841 0.0029779 58.530 54.877 EM
85.593
10 -0.16154333D+04 2.7758078 0.0017154 58.896 57.038 EM
83.066
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.49321386D+05 0.0000000 0.0000000 52.001 82.267 EM
64.732
2 -0.17691170D+04 ************ 0.9641308 51.661 82.176 EM
65.164
3 -0.17549756D+04 14.1414492 0.0079935 50.585 82.233 EM
66.182
4 -0.17135743D+04 41.4012780 0.0235908 48.445 81.470 EM
69.085
5 -0.16742650D+04 39.3093410 0.0229400 45.253 77.771 EM
75.976
6 -0.16560818D+04 18.1831321 0.0108604 42.225 73.250 EM
83.525
7 -0.16459517D+04 10.1301656 0.0061169 39.541 69.266 EM
90.192
8 -0.16384797D+04 7.4720045 0.0045396 37.040 66.265 EM
95.696
9 -0.16323386D+04 6.1410125 0.0037480 34.590 64.324 EM
100.086
10 -0.16271691D+04 5.1695617 0.0031670 32.080 63.330 EM
103.590
FINAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET
8 -0.16052385D+04 0.8302678 0.0005170 30.218 95.783 EM
72.998
9 -0.16048352D+04 0.4032240 0.0002512 29.489 97.062 EM
72.449
10 -0.16046138D+04 0.2214394 0.0001380 29.020 97.961 EM
72.020
11 -0.16044940D+04 0.1198072 0.0000747 28.716 98.583 EM
71.701
12 -0.16044375D+04 0.0564501 0.0000352 28.520 99.002 EM
71.477
13 -0.16044140D+04 0.0235031 0.0000146 28.394 99.278 EM
71.328
14 -0.16044047D+04 0.0093668 0.0000058 28.313 99.457 EM
71.230
15 -0.16044009D+04 0.0037895 0.0000024 28.262 99.571 EM
71.167
16 -0.16043993D+04 0.0015843 0.0000010 28.230 99.644 EM
71.126
17 -0.16043986D+04 0.0006833 0.0000004 28.211 99.689 EM
71.099
18 -0.16043983D+04 0.0003032 0.0000002 28.200 99.718 EM
71.082
19 -0.16043982D+04 0.0001387 0.0000001 28.195 99.735 EM
71.071
20 -0.16043981D+04 0.0000659 0.0000000 28.192 99.744 EM
71.063
21 -0.16043981D+04 0.0000329 0.0000000 28.191 99.750 EM
71.059
22 -0.16043980D+04 0.0000174 0.0000000 28.192 99.753 EM
71.055
23 -0.16043980D+04 0.0000099 0.0000000 28.193 99.754 EM
71.053
24 -0.16043980D+04 0.0000060 0.0000000 28.195 99.753 EM
71.052
25 -0.16043980D+04 0.0000038 0.0000000 28.196 99.753 EM
71.051
26 -0.16043980D+04 0.0000025 0.0000000 28.198 99.752 EM
71.050
27 -0.16043980D+04 0.0000018 0.0000000 28.199 99.751 EM
71.050
28 -0.16043980D+04 0.0000012 0.0000000 28.200 99.750 EM
71.050
29 -0.16043980D+04 0.0000009 0.0000000 28.202 99.749 EM
71.049
30 -0.16043980D+04 0.0000006 0.0000000 28.203 99.748 EM
71.049
31 -0.16043980D+04 0.0000005 0.0000000 28.204 99.747 EM
71.049
32 -0.16043980D+04 0.0000003 0.0000000 28.204 99.747 EM
71.049
33 -0.16043980D+04 0.0000002 0.0000000 28.205 99.746 EM
71.049
34 -0.16043980D+04 0.0000002 0.0000000 28.206 99.745 EM
71.049
35 -0.16043980D+04 0.0000001 0.0000000 28.206 99.745 EM
71.049
36 -0.16043980D+04 0.0000001 0.0000000 28.207 99.744 EM
71.049
37 -0.16043980D+04 0.0000001 0.0000000 28.207 99.744 EM
71.049
38 -0.16043980D+04 0.0000000 0.0000000 28.207 99.744 EM
71.049
39 -0.16043980D+04 0.0000000 0.0000000 28.208 99.743 EM
71.049
40 -0.16043980D+04 0.0000000 0.0000000 28.208 99.743 EM
71.049
41 -0.16043980D+04 0.0000000 0.0000000 28.208 99.743 EM
71.049
42 -0.16043980D+04 0.0000000 0.0000000 28.208 99.743 EM
71.049
43 -0.16043980D+04 0.0000000 0.0000000 28.208 99.743 EM
71.049
44 -0.16043980D+04 0.0000000 0.0000000 28.209 99.743 EM
71.049
45 -0.16043980D+04 0.0000000 0.0000000 28.209 99.743 EM
71.049
46 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
47 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
48 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 FS
71.049
49 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
50 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
51 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
52 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
53 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
54 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
55 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
56 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
57 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
58 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
59 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
60 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
61 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
62 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
63 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
64 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
65 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
66 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
67 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
68 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
10 -0.16154333D+04 2.7758078 0.0017154 58.896 57.038 EM
83.066
11 -0.16137341D+04 1.6991829 0.0010518 59.241 58.573 EM
81.186
12 -0.16128973D+04 0.8368608 0.0005186 59.568 59.608 EM
79.824
13 -0.16125085D+04 0.3887816 0.0002410 59.848 60.358 EM
78.794
14 -0.16122753D+04 0.2332214 0.0001446 60.078 60.946 EM
77.976
15 -0.16121163D+04 0.1590139 0.0000986 60.269 61.426 EM
77.304
16 -0.16120017D+04 0.1145714 0.0000711 60.431 61.833 EM
76.736
17 -0.16119146D+04 0.0870615 0.0000540 60.568 62.188 EM
76.244
18 -0.16118447D+04 0.0699339 0.0000434 60.684 62.508 EM
75.808
19 -0.16117861D+04 0.0585538 0.0000363 60.781 62.802 EM
75.417
20 -0.16117363D+04 0.0498961 0.0000310 60.861 63.075 EM
75.064
21 -0.16116940D+04 0.0422543 0.0000262 60.924 63.330 EM
74.746
22 -0.16116591D+04 0.0348865 0.0000216 60.969 63.568 EM
74.463
23 -0.16116314D+04 0.0277244 0.0000172 60.997 63.788 EM
74.215
24 -0.16116103D+04 0.0210822 0.0000131 61.007 63.991 EM
74.002
25 -0.16115950D+04 0.0153528 0.0000095 61.001 64.177 EM
73.822
26 -0.16115842D+04 0.0107787 0.0000067 60.979 64.349 EM
73.672
27 -0.16115768D+04 0.0073759 0.0000046 60.944 64.506 EM
73.550
28 -0.16115718D+04 0.0049882 0.0000031 60.897 64.652 EM
73.451
29 -0.16115684D+04 0.0033859 0.0000021 60.841 64.787 EM
73.371
30 -0.16115661D+04 0.0023442 0.0000015 60.778 64.914 EM
73.308
31 -0.16115644D+04 0.0016808 0.0000010 60.709 65.034 EM
73.257
32 -0.16115631D+04 0.0012632 0.0000008 60.635 65.149 EM
73.216
33 -0.16115621D+04 0.0010018 0.0000006 60.558 65.259 EM
73.183
34 -0.16115613D+04 0.0008380 0.0000005 60.479 65.365 EM
73.156
35 -0.16115606D+04 0.0007351 0.0000005 60.398 65.468 EM
73.135
36 -0.16115599D+04 0.0006701 0.0000004 60.315 65.568 EM
73.117
37 -0.16115593D+04 0.0006289 0.0000004 60.231 65.667 EM
73.102
38 -0.16115567D+04 0.0026093 0.0000016 59.091 66.867 FS
73.043
39 -0.16115535D+04 0.0031823 0.0000020 59.049 66.910 EM
73.041
40 -0.16115523D+04 0.0011330 0.0000007 58.994 66.973 EM
73.034
41 -0.16115515D+04 0.0008346 0.0000005 58.930 67.046 EM
73.025
42 -0.16115508D+04 0.0007256 0.0000005 58.859 67.125 EM
73.016
43 -0.16115501D+04 0.0006795 0.0000004 58.784 67.209 EM
73.007
44 -0.16115494D+04 0.0006600 0.0000004 58.705 67.296 EM
72.999
45 -0.16115488D+04 0.0006537 0.0000004 58.623 67.386 EM
72.991
46 -0.16115481D+04 0.0006551 0.0000004 58.539 67.477 EM
72.984
47 -0.16115475D+04 0.0006611 0.0000004 58.452 67.571 EM
72.977
48 -0.16115468D+04 0.0006704 0.0000004 58.364 67.666 EM
72.970
49 -0.16115461D+04 0.0006822 0.0000004 58.273 67.762 EM
72.964
50 -0.16115454D+04 0.0006960 0.0000004 58.182 67.860 EM
72.958
51 -0.16115447D+04 0.0007116 0.0000004 58.088 67.960 EM
72.952
52 -0.16115440D+04 0.0007289 0.0000005 57.994 68.060 EM
72.946
53 -0.16115432D+04 0.0007479 0.0000005 57.897 68.163 EM
72.940
54 -0.16115425D+04 0.0007686 0.0000005 57.799 68.266 EM
72.935
55 -0.16115417D+04 0.0007912 0.0000005 57.700 68.371 EM
72.929
56 -0.16115409D+04 0.0008156 0.0000005 57.599 68.478 EM
72.923
57 -0.16115400D+04 0.0008422 0.0000005 57.496 68.587 EM
72.917
58 -0.16115391D+04 0.0008710 0.0000005 57.392 68.697 EM
72.912
59 -0.16115382D+04 0.0009022 0.0000006 57.285 68.809 EM
72.906
60 -0.16115373D+04 0.0009362 0.0000006 57.177 68.923 EM
72.900
61 -0.16115363D+04 0.0009731 0.0000006 57.067 69.039 EM
72.894
62 -0.16115353D+04 0.0010132 0.0000006 56.955 69.158 EM
72.888
63 -0.16115343D+04 0.0010570 0.0000007 56.840 69.278 EM
72.882
64 -0.16115332D+04 0.0011047 0.0000007 56.723 69.402 EM
72.876
65 -0.16115320D+04 0.0011569 0.0000007 56.603 69.528 EM
72.869
66 -0.16115308D+04 0.0012140 0.0000008 56.481 69.656 EM
72.863
67 -0.16115295D+04 0.0012767 0.0000008 56.356 69.788 EM
72.856
68 -0.16115282D+04 0.0013455 0.0000008 56.227 69.923 EM
72.850
69 -0.16115267D+04 0.0014214 0.0000009 56.096 70.062 EM
72.843
70 -0.16115252D+04 0.0015051 0.0000009 55.960 70.204 EM
72.836
71 -0.16115236D+04 0.0015977 0.0000010 55.821 70.350 EM
72.829
72 -0.16115219D+04 0.0017004 0.0000011 55.678 70.500 EM
72.821
73 -0.16115201D+04 0.0018147 0.0000011 55.531 70.655 EM
72.814
74 -0.16115182D+04 0.0019422 0.0000012 55.378 70.815 EM
72.806
75 -0.16115161D+04 0.0020850 0.0000013 55.221 70.981 EM
72.798
76 -0.16115139D+04 0.0022452 0.0000014 55.058 71.152 EM
72.790
77 -0.16115114D+04 0.0024259 0.0000015 54.889 71.329 EM
72.782
78 -0.16115088D+04 0.0026303 0.0000016 54.714 71.513 EM
72.773
79 -0.16115059D+04 0.0028624 0.0000018 54.531 71.705 EM
72.764
80 -0.16043980D+04 7.1079127 0.0044107 28.209 99.739 QN
71.052
81 -0.16043980D+04 0.0000015 0.0000000 28.209 99.740 EM
71.051
82 -0.16043980D+04 0.0000002 0.0000000 28.209 99.741 EM
71.050
83 -0.16043980D+04 0.0000001 0.0000000 28.209 99.741 EM
71.050
84 -0.16043980D+04 0.0000000 0.0000000 28.209 99.741 EM
71.049
85 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
86 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
87 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
88 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
89 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
90 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
91 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
92 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
93 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
94 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 FS
71.049
95 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 QN
71.049
96 -0.16043980D+04 0.0000000 0.0000000 28.209 99.742 EM
71.049
Beginning Time: 23:00:56
Ending Time: 23:01:07
Elapsed Time: 00:00:11
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