Mplus VERSION 5.2
MUTHEN & MUTHEN
12/02/2008 9:49 AM
INPUT INSTRUCTIONS
TITLE: app7
Growth mixture modeling of reading data
Word recognition, grade 1-2 (8 repeated measures)
Growth factor variance different in lowest (first) class
Growth mixture model for reading skills development
DATA: FILE IS newran.dat;
VARIABLE: NAMES ARE gender eth wc pa1-pa4 wr1-wr8 l1-l4 s1 r1 s2
r2 rnaming1 rnaming2 rnaming3 rnaming4;
USEVAR = wr1-wr8;
MISSING ARE ALL (999);
CLASSES=C(5);
ANALYSIS: TYPE = MIXTURE MISSING;
estimator=ml;
MODEL: %OVERALL%
i BY wr1-wr8@1;
s BY wr1@-7 wr2@-6 wr3@-5 wr4@-4 wr5@-3 wr6@-2
wr7@-1 wr8@0;
[wr1-wr8@0];
[i s];
%C#1%
[i*-.556 s*.184];
i s;
s with i;
%C#2%
[i*.623 s*.272];
%C#3%
[i*1.398 s*.259];
%C#4%
[i*1.787 s*.143];
%C#5%
[i*2.174 s*.528];
OUTPUT: TECH8 STANDARDIZED RESIDUAL TECH4 modindices(0);
*** 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
app7
Growth mixture modeling of reading data
Word recognition, grade 1-2 (8 repeated measures)
Growth factor variance different in lowest (first) class
Growth mixture model for reading skills development
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 411
Number of dependent variables 8
Number of independent variables 0
Number of continuous latent variables 2
Number of categorical latent variables 1
Observed dependent variables
Continuous
WR1 WR2 WR3 WR4 WR5 WR6
WR7 WR8
Continuous latent variables
I S
Categorical latent variables
C
Estimator ML
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)
newran.dat
Input data format FREE
SUMMARY OF DATA
Number of missing data patterns 8
Number of y missing data patterns 8
Number of u missing data patterns 0
COVARIANCE COVERAGE OF DATA
Minimum covariance coverage value 0.100
PROPORTION OF DATA PRESENT FOR Y
Covariance Coverage
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
WR1 1.000
WR2 1.000 1.000
WR3 1.000 1.000 1.000
WR4 1.000 1.000 1.000 1.000
WR5 0.506 0.506 0.506 0.506 0.506
WR6 0.506 0.506 0.506 0.506 0.496
WR7 0.521 0.521 0.521 0.521 0.499
WR8 0.489 0.489 0.489 0.489 0.472
Covariance Coverage
WR6 WR7 WR8
________ ________ ________
WR6 0.506
WR7 0.506 0.521
WR8 0.479 0.489 0.489
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:
-1007.476 unperturbed 0
-1034.102 903420 5
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 1
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 S.
TESTS OF MODEL FIT
Loglikelihood
H0 Value -1007.476
Information Criteria
Number of Free Parameters 28
Akaike (AIC) 2070.953
Bayesian (BIC) 2183.473
Sample-Size Adjusted BIC 2094.624
(n* = (n + 2) / 24)
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THE ESTIMATED MODEL
Latent
Classes
1 74.16432 0.18045
2 138.84210 0.33782
3 109.17450 0.26563
4 49.72380 0.12098
5 39.09528 0.09512
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent
Classes
1 74.16432 0.18045
2 138.84210 0.33782
3 109.17450 0.26563
4 49.72380 0.12098
5 39.09528 0.09512
CLASSIFICATION QUALITY
Entropy 0.784
CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP
Class Counts and Proportions
Latent
Classes
1 81 0.19708
2 135 0.32847
3 111 0.27007
4 47 0.11436
5 37 0.09002
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2 3 4 5
1 0.872 0.120 0.000 0.000 0.008
2 0.026 0.850 0.075 0.000 0.049
3 0.000 0.080 0.850 0.048 0.022
4 0.000 0.000 0.055 0.945 0.000
5 0.001 0.147 0.058 0.000 0.794
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
I BY
WR1 1.000 0.000 999.000 999.000
WR2 1.000 0.000 999.000 999.000
WR3 1.000 0.000 999.000 999.000
WR4 1.000 0.000 999.000 999.000
WR5 1.000 0.000 999.000 999.000
WR6 1.000 0.000 999.000 999.000
WR7 1.000 0.000 999.000 999.000
WR8 1.000 0.000 999.000 999.000
S BY
WR1 -7.000 0.000 999.000 999.000
WR2 -6.000 0.000 999.000 999.000
WR3 -5.000 0.000 999.000 999.000
WR4 -4.000 0.000 999.000 999.000
WR5 -3.000 0.000 999.000 999.000
WR6 -2.000 0.000 999.000 999.000
WR7 -1.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.085 0.036 2.349 0.019
Means
I -0.556 0.259 -2.145 0.032
S 0.184 0.038 4.850 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 0.553 0.243 2.279 0.023
S 0.013 0.005 2.331 0.020
Residual Variances
WR1 0.082 0.011 7.818 0.000
WR2 0.059 0.007 8.028 0.000
WR3 0.058 0.008 7.682 0.000
WR4 0.070 0.007 10.434 0.000
WR5 0.052 0.006 8.574 0.000
WR6 0.024 0.004 6.116 0.000
WR7 0.042 0.006 7.065 0.000
WR8 0.066 0.010 6.677 0.000
Latent Class 2
I BY
WR1 1.000 0.000 999.000 999.000
WR2 1.000 0.000 999.000 999.000
WR3 1.000 0.000 999.000 999.000
WR4 1.000 0.000 999.000 999.000
WR5 1.000 0.000 999.000 999.000
WR6 1.000 0.000 999.000 999.000
WR7 1.000 0.000 999.000 999.000
WR8 1.000 0.000 999.000 999.000
S BY
WR1 -7.000 0.000 999.000 999.000
WR2 -6.000 0.000 999.000 999.000
WR3 -5.000 0.000 999.000 999.000
WR4 -4.000 0.000 999.000 999.000
WR5 -3.000 0.000 999.000 999.000
WR6 -2.000 0.000 999.000 999.000
WR7 -1.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.015 0.003 4.315 0.000
Means
I 0.623 0.069 8.999 0.000
S 0.272 0.011 25.389 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 0.143 0.025 5.625 0.000
S 0.004 0.001 5.501 0.000
Residual Variances
WR1 0.082 0.011 7.818 0.000
WR2 0.059 0.007 8.028 0.000
WR3 0.058 0.008 7.682 0.000
WR4 0.070 0.007 10.434 0.000
WR5 0.052 0.006 8.574 0.000
WR6 0.024 0.004 6.116 0.000
WR7 0.042 0.006 7.065 0.000
WR8 0.066 0.010 6.677 0.000
Latent Class 3
I BY
WR1 1.000 0.000 999.000 999.000
WR2 1.000 0.000 999.000 999.000
WR3 1.000 0.000 999.000 999.000
WR4 1.000 0.000 999.000 999.000
WR5 1.000 0.000 999.000 999.000
WR6 1.000 0.000 999.000 999.000
WR7 1.000 0.000 999.000 999.000
WR8 1.000 0.000 999.000 999.000
S BY
WR1 -7.000 0.000 999.000 999.000
WR2 -6.000 0.000 999.000 999.000
WR3 -5.000 0.000 999.000 999.000
WR4 -4.000 0.000 999.000 999.000
WR5 -3.000 0.000 999.000 999.000
WR6 -2.000 0.000 999.000 999.000
WR7 -1.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.015 0.003 4.315 0.000
Means
I 1.398 0.072 19.405 0.000
S 0.259 0.010 24.850 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 0.143 0.025 5.625 0.000
S 0.004 0.001 5.501 0.000
Residual Variances
WR1 0.082 0.011 7.818 0.000
WR2 0.059 0.007 8.028 0.000
WR3 0.058 0.008 7.682 0.000
WR4 0.070 0.007 10.434 0.000
WR5 0.052 0.006 8.574 0.000
WR6 0.024 0.004 6.116 0.000
WR7 0.042 0.006 7.065 0.000
WR8 0.066 0.010 6.677 0.000
Latent Class 4
I BY
WR1 1.000 0.000 999.000 999.000
WR2 1.000 0.000 999.000 999.000
WR3 1.000 0.000 999.000 999.000
WR4 1.000 0.000 999.000 999.000
WR5 1.000 0.000 999.000 999.000
WR6 1.000 0.000 999.000 999.000
WR7 1.000 0.000 999.000 999.000
WR8 1.000 0.000 999.000 999.000
S BY
WR1 -7.000 0.000 999.000 999.000
WR2 -6.000 0.000 999.000 999.000
WR3 -5.000 0.000 999.000 999.000
WR4 -4.000 0.000 999.000 999.000
WR5 -3.000 0.000 999.000 999.000
WR6 -2.000 0.000 999.000 999.000
WR7 -1.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.015 0.003 4.315 0.000
Means
I 1.787 0.073 24.423 0.000
S 0.143 0.014 10.471 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 0.143 0.025 5.625 0.000
S 0.004 0.001 5.501 0.000
Residual Variances
WR1 0.082 0.011 7.818 0.000
WR2 0.059 0.007 8.028 0.000
WR3 0.058 0.008 7.682 0.000
WR4 0.070 0.007 10.434 0.000
WR5 0.052 0.006 8.574 0.000
WR6 0.024 0.004 6.116 0.000
WR7 0.042 0.006 7.065 0.000
WR8 0.066 0.010 6.677 0.000
Latent Class 5
I BY
WR1 1.000 0.000 999.000 999.000
WR2 1.000 0.000 999.000 999.000
WR3 1.000 0.000 999.000 999.000
WR4 1.000 0.000 999.000 999.000
WR5 1.000 0.000 999.000 999.000
WR6 1.000 0.000 999.000 999.000
WR7 1.000 0.000 999.000 999.000
WR8 1.000 0.000 999.000 999.000
S BY
WR1 -7.000 0.000 999.000 999.000
WR2 -6.000 0.000 999.000 999.000
WR3 -5.000 0.000 999.000 999.000
WR4 -4.000 0.000 999.000 999.000
WR5 -3.000 0.000 999.000 999.000
WR6 -2.000 0.000 999.000 999.000
WR7 -1.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.015 0.003 4.315 0.000
Means
I 2.174 0.167 13.020 0.000
S 0.528 0.027 19.434 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 0.143 0.025 5.625 0.000
S 0.004 0.001 5.501 0.000
Residual Variances
WR1 0.082 0.011 7.818 0.000
WR2 0.059 0.007 8.028 0.000
WR3 0.058 0.008 7.682 0.000
WR4 0.070 0.007 10.434 0.000
WR5 0.052 0.006 8.574 0.000
WR6 0.024 0.004 6.116 0.000
WR7 0.042 0.006 7.065 0.000
WR8 0.066 0.010 6.677 0.000
Categorical Latent Variables
Means
C#1 0.640 0.374 1.713 0.087
C#2 1.267 0.274 4.618 0.000
C#3 1.027 0.266 3.861 0.000
C#4 0.240 0.286 0.842 0.400
STANDARDIZED MODEL RESULTS
STDYX Standardization
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
I BY
WR1 2.837 0.683 4.154 0.000
WR2 3.350 0.764 4.386 0.000
WR3 2.651 0.313 8.484 0.000
WR4 1.947 0.174 11.194 0.000
WR5 1.630 0.080 20.323 0.000
WR6 1.389 0.026 53.810 0.000
WR7 1.125 0.023 49.420 0.000
WR8 0.945 0.023 40.580 0.000
S BY
WR1 -3.022 0.692 -4.366 0.000
WR2 -3.059 0.690 -4.434 0.000
WR3 -2.018 0.270 -7.463 0.000
WR4 -1.185 0.121 -9.820 0.000
WR5 -0.744 0.049 -15.090 0.000
WR6 -0.423 0.020 -21.037 0.000
WR7 -0.171 0.007 -24.127 0.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 1.014 0.007 139.084 0.000
Means
I -0.747 0.479 -1.559 0.119
S 1.622 0.297 5.464 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 1.000 0.000 999.000 999.000
S 1.000 0.000 999.000 999.000
Residual Variances
WR1 1.198 0.088 13.673 0.000
WR2 1.193 0.104 11.510 0.000
WR3 0.743 0.152 4.898 0.000
WR4 0.482 0.132 3.666 0.000
WR5 0.249 0.093 2.666 0.008
WR6 0.082 0.037 2.206 0.027
WR7 0.095 0.040 2.383 0.017
WR8 0.107 0.044 2.432 0.015
Latent Class 2
I BY
WR1 0.867 0.102 8.534 0.000
WR2 0.976 0.104 9.343 0.000
WR3 1.009 0.092 11.009 0.000
WR4 0.976 0.076 12.802 0.000
WR5 1.023 0.066 15.447 0.000
WR6 1.089 0.048 22.776 0.000
WR7 0.951 0.032 30.116 0.000
WR8 0.826 0.029 28.216 0.000
S BY
WR1 -0.963 0.104 -9.270 0.000
WR2 -0.929 0.107 -8.664 0.000
WR3 -0.800 0.087 -9.155 0.000
WR4 -0.619 0.069 -8.984 0.000
WR5 -0.487 0.056 -8.629 0.000
WR6 -0.346 0.041 -8.410 0.000
WR7 -0.151 0.016 -9.259 0.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.666 0.080 8.366 0.000
Means
I 1.649 0.221 7.446 0.000
S 4.537 0.414 10.961 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 1.000 0.000 999.000 999.000
S 1.000 0.000 999.000 999.000
Residual Variances
WR1 0.433 0.050 8.684 0.000
WR2 0.392 0.050 7.857 0.000
WR3 0.417 0.068 6.161 0.000
WR4 0.469 0.058 8.052 0.000
WR5 0.379 0.052 7.309 0.000
WR6 0.195 0.039 4.969 0.000
WR7 0.264 0.044 5.999 0.000
WR8 0.317 0.048 6.546 0.000
Latent Class 3
I BY
WR1 0.867 0.102 8.534 0.000
WR2 0.976 0.104 9.343 0.000
WR3 1.009 0.092 11.009 0.000
WR4 0.976 0.076 12.802 0.000
WR5 1.023 0.066 15.447 0.000
WR6 1.089 0.048 22.776 0.000
WR7 0.951 0.032 30.116 0.000
WR8 0.826 0.029 28.216 0.000
S BY
WR1 -0.963 0.104 -9.270 0.000
WR2 -0.929 0.107 -8.664 0.000
WR3 -0.800 0.087 -9.155 0.000
WR4 -0.619 0.069 -8.984 0.000
WR5 -0.487 0.056 -8.629 0.000
WR6 -0.346 0.041 -8.410 0.000
WR7 -0.151 0.016 -9.259 0.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.666 0.080 8.366 0.000
Means
I 3.700 0.390 9.477 0.000
S 4.315 0.407 10.591 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 1.000 0.000 999.000 999.000
S 1.000 0.000 999.000 999.000
Residual Variances
WR1 0.433 0.050 8.684 0.000
WR2 0.392 0.050 7.857 0.000
WR3 0.417 0.068 6.161 0.000
WR4 0.469 0.058 8.052 0.000
WR5 0.379 0.052 7.309 0.000
WR6 0.195 0.039 4.969 0.000
WR7 0.264 0.044 5.999 0.000
WR8 0.317 0.048 6.546 0.000
Latent Class 4
I BY
WR1 0.867 0.102 8.534 0.000
WR2 0.976 0.104 9.343 0.000
WR3 1.009 0.092 11.009 0.000
WR4 0.976 0.076 12.802 0.000
WR5 1.023 0.066 15.447 0.000
WR6 1.089 0.048 22.776 0.000
WR7 0.951 0.032 30.116 0.000
WR8 0.826 0.029 28.216 0.000
S BY
WR1 -0.963 0.104 -9.270 0.000
WR2 -0.929 0.107 -8.664 0.000
WR3 -0.800 0.087 -9.155 0.000
WR4 -0.619 0.069 -8.984 0.000
WR5 -0.487 0.056 -8.629 0.000
WR6 -0.346 0.041 -8.410 0.000
WR7 -0.151 0.016 -9.259 0.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.666 0.080 8.366 0.000
Means
I 4.727 0.477 9.919 0.000
S 2.393 0.281 8.504 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 1.000 0.000 999.000 999.000
S 1.000 0.000 999.000 999.000
Residual Variances
WR1 0.433 0.050 8.684 0.000
WR2 0.392 0.050 7.857 0.000
WR3 0.417 0.068 6.161 0.000
WR4 0.469 0.058 8.052 0.000
WR5 0.379 0.052 7.309 0.000
WR6 0.195 0.039 4.969 0.000
WR7 0.264 0.044 5.999 0.000
WR8 0.317 0.048 6.546 0.000
Latent Class 5
I BY
WR1 0.867 0.102 8.534 0.000
WR2 0.976 0.104 9.343 0.000
WR3 1.009 0.092 11.009 0.000
WR4 0.976 0.076 12.802 0.000
WR5 1.023 0.066 15.447 0.000
WR6 1.089 0.048 22.776 0.000
WR7 0.951 0.032 30.116 0.000
WR8 0.826 0.029 28.216 0.000
S BY
WR1 -0.963 0.104 -9.270 0.000
WR2 -0.929 0.107 -8.664 0.000
WR3 -0.800 0.087 -9.155 0.000
WR4 -0.619 0.069 -8.984 0.000
WR5 -0.487 0.056 -8.629 0.000
WR6 -0.346 0.041 -8.410 0.000
WR7 -0.151 0.016 -9.259 0.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.666 0.080 8.366 0.000
Means
I 5.753 0.667 8.628 0.000
S 8.809 0.824 10.692 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 1.000 0.000 999.000 999.000
S 1.000 0.000 999.000 999.000
Residual Variances
WR1 0.433 0.050 8.684 0.000
WR2 0.392 0.050 7.857 0.000
WR3 0.417 0.068 6.161 0.000
WR4 0.469 0.058 8.052 0.000
WR5 0.379 0.052 7.309 0.000
WR6 0.195 0.039 4.969 0.000
WR7 0.264 0.044 5.999 0.000
WR8 0.317 0.048 6.546 0.000
STDY Standardization
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
I BY
WR1 2.837 0.683 4.154 0.000
WR2 3.350 0.764 4.386 0.000
WR3 2.651 0.313 8.484 0.000
WR4 1.947 0.174 11.194 0.000
WR5 1.630 0.080 20.323 0.000
WR6 1.389 0.026 53.810 0.000
WR7 1.125 0.023 49.420 0.000
WR8 0.945 0.023 40.580 0.000
S BY
WR1 -3.022 0.692 -4.366 0.000
WR2 -3.059 0.690 -4.434 0.000
WR3 -2.018 0.270 -7.463 0.000
WR4 -1.185 0.121 -9.820 0.000
WR5 -0.744 0.049 -15.090 0.000
WR6 -0.423 0.020 -21.037 0.000
WR7 -0.171 0.007 -24.127 0.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 1.014 0.007 139.084 0.000
Means
I -0.747 0.479 -1.559 0.119
S 1.622 0.297 5.464 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 1.000 0.000 999.000 999.000
S 1.000 0.000 999.000 999.000
Residual Variances
WR1 1.198 0.088 13.673 0.000
WR2 1.193 0.104 11.510 0.000
WR3 0.743 0.152 4.898 0.000
WR4 0.482 0.132 3.666 0.000
WR5 0.249 0.093 2.666 0.008
WR6 0.082 0.037 2.206 0.027
WR7 0.095 0.040 2.383 0.017
WR8 0.107 0.044 2.432 0.015
Latent Class 2
I BY
WR1 0.867 0.102 8.534 0.000
WR2 0.976 0.104 9.343 0.000
WR3 1.009 0.092 11.009 0.000
WR4 0.976 0.076 12.802 0.000
WR5 1.023 0.066 15.447 0.000
WR6 1.089 0.048 22.776 0.000
WR7 0.951 0.032 30.116 0.000
WR8 0.826 0.029 28.216 0.000
S BY
WR1 -0.963 0.104 -9.270 0.000
WR2 -0.929 0.107 -8.664 0.000
WR3 -0.800 0.087 -9.155 0.000
WR4 -0.619 0.069 -8.984 0.000
WR5 -0.487 0.056 -8.629 0.000
WR6 -0.346 0.041 -8.410 0.000
WR7 -0.151 0.016 -9.259 0.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.666 0.080 8.366 0.000
Means
I 1.649 0.221 7.446 0.000
S 4.537 0.414 10.961 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 1.000 0.000 999.000 999.000
S 1.000 0.000 999.000 999.000
Residual Variances
WR1 0.433 0.050 8.684 0.000
WR2 0.392 0.050 7.857 0.000
WR3 0.417 0.068 6.161 0.000
WR4 0.469 0.058 8.052 0.000
WR5 0.379 0.052 7.309 0.000
WR6 0.195 0.039 4.969 0.000
WR7 0.264 0.044 5.999 0.000
WR8 0.317 0.048 6.546 0.000
Latent Class 3
I BY
WR1 0.867 0.102 8.534 0.000
WR2 0.976 0.104 9.343 0.000
WR3 1.009 0.092 11.009 0.000
WR4 0.976 0.076 12.802 0.000
WR5 1.023 0.066 15.447 0.000
WR6 1.089 0.048 22.776 0.000
WR7 0.951 0.032 30.116 0.000
WR8 0.826 0.029 28.216 0.000
S BY
WR1 -0.963 0.104 -9.270 0.000
WR2 -0.929 0.107 -8.664 0.000
WR3 -0.800 0.087 -9.155 0.000
WR4 -0.619 0.069 -8.984 0.000
WR5 -0.487 0.056 -8.629 0.000
WR6 -0.346 0.041 -8.410 0.000
WR7 -0.151 0.016 -9.259 0.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.666 0.080 8.366 0.000
Means
I 3.700 0.390 9.477 0.000
S 4.315 0.407 10.591 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 1.000 0.000 999.000 999.000
S 1.000 0.000 999.000 999.000
Residual Variances
WR1 0.433 0.050 8.684 0.000
WR2 0.392 0.050 7.857 0.000
WR3 0.417 0.068 6.161 0.000
WR4 0.469 0.058 8.052 0.000
WR5 0.379 0.052 7.309 0.000
WR6 0.195 0.039 4.969 0.000
WR7 0.264 0.044 5.999 0.000
WR8 0.317 0.048 6.546 0.000
Latent Class 4
I BY
WR1 0.867 0.102 8.534 0.000
WR2 0.976 0.104 9.343 0.000
WR3 1.009 0.092 11.009 0.000
WR4 0.976 0.076 12.802 0.000
WR5 1.023 0.066 15.447 0.000
WR6 1.089 0.048 22.776 0.000
WR7 0.951 0.032 30.116 0.000
WR8 0.826 0.029 28.216 0.000
S BY
WR1 -0.963 0.104 -9.270 0.000
WR2 -0.929 0.107 -8.664 0.000
WR3 -0.800 0.087 -9.155 0.000
WR4 -0.619 0.069 -8.984 0.000
WR5 -0.487 0.056 -8.629 0.000
WR6 -0.346 0.041 -8.410 0.000
WR7 -0.151 0.016 -9.259 0.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.666 0.080 8.366 0.000
Means
I 4.727 0.477 9.919 0.000
S 2.393 0.281 8.504 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 1.000 0.000 999.000 999.000
S 1.000 0.000 999.000 999.000
Residual Variances
WR1 0.433 0.050 8.684 0.000
WR2 0.392 0.050 7.857 0.000
WR3 0.417 0.068 6.161 0.000
WR4 0.469 0.058 8.052 0.000
WR5 0.379 0.052 7.309 0.000
WR6 0.195 0.039 4.969 0.000
WR7 0.264 0.044 5.999 0.000
WR8 0.317 0.048 6.546 0.000
Latent Class 5
I BY
WR1 0.867 0.102 8.534 0.000
WR2 0.976 0.104 9.343 0.000
WR3 1.009 0.092 11.009 0.000
WR4 0.976 0.076 12.802 0.000
WR5 1.023 0.066 15.447 0.000
WR6 1.089 0.048 22.776 0.000
WR7 0.951 0.032 30.116 0.000
WR8 0.826 0.029 28.216 0.000
S BY
WR1 -0.963 0.104 -9.270 0.000
WR2 -0.929 0.107 -8.664 0.000
WR3 -0.800 0.087 -9.155 0.000
WR4 -0.619 0.069 -8.984 0.000
WR5 -0.487 0.056 -8.629 0.000
WR6 -0.346 0.041 -8.410 0.000
WR7 -0.151 0.016 -9.259 0.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.666 0.080 8.366 0.000
Means
I 5.753 0.667 8.628 0.000
S 8.809 0.824 10.692 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 1.000 0.000 999.000 999.000
S 1.000 0.000 999.000 999.000
Residual Variances
WR1 0.433 0.050 8.684 0.000
WR2 0.392 0.050 7.857 0.000
WR3 0.417 0.068 6.161 0.000
WR4 0.469 0.058 8.052 0.000
WR5 0.379 0.052 7.309 0.000
WR6 0.195 0.039 4.969 0.000
WR7 0.264 0.044 5.999 0.000
WR8 0.317 0.048 6.546 0.000
STD Standardization
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
I BY
WR1 0.744 0.163 4.558 0.000
WR2 0.744 0.163 4.558 0.000
WR3 0.744 0.163 4.558 0.000
WR4 0.744 0.163 4.558 0.000
WR5 0.744 0.163 4.558 0.000
WR6 0.744 0.163 4.558 0.000
WR7 0.744 0.163 4.558 0.000
WR8 0.744 0.163 4.558 0.000
S BY
WR1 -0.792 0.170 -4.662 0.000
WR2 -0.679 0.146 -4.662 0.000
WR3 -0.566 0.121 -4.662 0.000
WR4 -0.453 0.097 -4.662 0.000
WR5 -0.340 0.073 -4.662 0.000
WR6 -0.226 0.049 -4.662 0.000
WR7 -0.113 0.024 -4.662 0.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 1.014 0.007 139.084 0.000
Means
I -0.747 0.479 -1.559 0.119
S 1.622 0.297 5.464 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 1.000 0.000 999.000 999.000
S 1.000 0.000 999.000 999.000
Residual Variances
WR1 0.082 0.011 7.818 0.000
WR2 0.059 0.007 8.028 0.000
WR3 0.058 0.008 7.682 0.000
WR4 0.070 0.007 10.434 0.000
WR5 0.052 0.006 8.574 0.000
WR6 0.024 0.004 6.116 0.000
WR7 0.042 0.006 7.065 0.000
WR8 0.066 0.010 6.677 0.000
Latent Class 2
I BY
WR1 0.378 0.034 11.251 0.000
WR2 0.378 0.034 11.251 0.000
WR3 0.378 0.034 11.251 0.000
WR4 0.378 0.034 11.251 0.000
WR5 0.378 0.034 11.251 0.000
WR6 0.378 0.034 11.251 0.000
WR7 0.378 0.034 11.251 0.000
WR8 0.378 0.034 11.251 0.000
S BY
WR1 -0.420 0.038 -11.002 0.000
WR2 -0.360 0.033 -11.002 0.000
WR3 -0.300 0.027 -11.002 0.000
WR4 -0.240 0.022 -11.002 0.000
WR5 -0.180 0.016 -11.002 0.000
WR6 -0.120 0.011 -11.002 0.000
WR7 -0.060 0.005 -11.002 0.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.666 0.080 8.366 0.000
Means
I 1.649 0.221 7.446 0.000
S 4.537 0.414 10.961 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 1.000 0.000 999.000 999.000
S 1.000 0.000 999.000 999.000
Residual Variances
WR1 0.082 0.011 7.818 0.000
WR2 0.059 0.007 8.028 0.000
WR3 0.058 0.008 7.682 0.000
WR4 0.070 0.007 10.434 0.000
WR5 0.052 0.006 8.574 0.000
WR6 0.024 0.004 6.116 0.000
WR7 0.042 0.006 7.065 0.000
WR8 0.066 0.010 6.677 0.000
Latent Class 3
I BY
WR1 0.378 0.034 11.251 0.000
WR2 0.378 0.034 11.251 0.000
WR3 0.378 0.034 11.251 0.000
WR4 0.378 0.034 11.251 0.000
WR5 0.378 0.034 11.251 0.000
WR6 0.378 0.034 11.251 0.000
WR7 0.378 0.034 11.251 0.000
WR8 0.378 0.034 11.251 0.000
S BY
WR1 -0.420 0.038 -11.002 0.000
WR2 -0.360 0.033 -11.002 0.000
WR3 -0.300 0.027 -11.002 0.000
WR4 -0.240 0.022 -11.002 0.000
WR5 -0.180 0.016 -11.002 0.000
WR6 -0.120 0.011 -11.002 0.000
WR7 -0.060 0.005 -11.002 0.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.666 0.080 8.366 0.000
Means
I 3.700 0.390 9.477 0.000
S 4.315 0.407 10.591 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 1.000 0.000 999.000 999.000
S 1.000 0.000 999.000 999.000
Residual Variances
WR1 0.082 0.011 7.818 0.000
WR2 0.059 0.007 8.028 0.000
WR3 0.058 0.008 7.682 0.000
WR4 0.070 0.007 10.434 0.000
WR5 0.052 0.006 8.574 0.000
WR6 0.024 0.004 6.116 0.000
WR7 0.042 0.006 7.065 0.000
WR8 0.066 0.010 6.677 0.000
Latent Class 4
I BY
WR1 0.378 0.034 11.251 0.000
WR2 0.378 0.034 11.251 0.000
WR3 0.378 0.034 11.251 0.000
WR4 0.378 0.034 11.251 0.000
WR5 0.378 0.034 11.251 0.000
WR6 0.378 0.034 11.251 0.000
WR7 0.378 0.034 11.251 0.000
WR8 0.378 0.034 11.251 0.000
S BY
WR1 -0.420 0.038 -11.002 0.000
WR2 -0.360 0.033 -11.002 0.000
WR3 -0.300 0.027 -11.002 0.000
WR4 -0.240 0.022 -11.002 0.000
WR5 -0.180 0.016 -11.002 0.000
WR6 -0.120 0.011 -11.002 0.000
WR7 -0.060 0.005 -11.002 0.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.666 0.080 8.366 0.000
Means
I 4.727 0.477 9.919 0.000
S 2.393 0.281 8.504 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 1.000 0.000 999.000 999.000
S 1.000 0.000 999.000 999.000
Residual Variances
WR1 0.082 0.011 7.818 0.000
WR2 0.059 0.007 8.028 0.000
WR3 0.058 0.008 7.682 0.000
WR4 0.070 0.007 10.434 0.000
WR5 0.052 0.006 8.574 0.000
WR6 0.024 0.004 6.116 0.000
WR7 0.042 0.006 7.065 0.000
WR8 0.066 0.010 6.677 0.000
Latent Class 5
I BY
WR1 0.378 0.034 11.251 0.000
WR2 0.378 0.034 11.251 0.000
WR3 0.378 0.034 11.251 0.000
WR4 0.378 0.034 11.251 0.000
WR5 0.378 0.034 11.251 0.000
WR6 0.378 0.034 11.251 0.000
WR7 0.378 0.034 11.251 0.000
WR8 0.378 0.034 11.251 0.000
S BY
WR1 -0.420 0.038 -11.002 0.000
WR2 -0.360 0.033 -11.002 0.000
WR3 -0.300 0.027 -11.002 0.000
WR4 -0.240 0.022 -11.002 0.000
WR5 -0.180 0.016 -11.002 0.000
WR6 -0.120 0.011 -11.002 0.000
WR7 -0.060 0.005 -11.002 0.000
WR8 0.000 0.000 999.000 999.000
S WITH
I 0.666 0.080 8.366 0.000
Means
I 5.753 0.667 8.628 0.000
S 8.809 0.824 10.692 0.000
Intercepts
WR1 0.000 0.000 999.000 999.000
WR2 0.000 0.000 999.000 999.000
WR3 0.000 0.000 999.000 999.000
WR4 0.000 0.000 999.000 999.000
WR5 0.000 0.000 999.000 999.000
WR6 0.000 0.000 999.000 999.000
WR7 0.000 0.000 999.000 999.000
WR8 0.000 0.000 999.000 999.000
Variances
I 1.000 0.000 999.000 999.000
S 1.000 0.000 999.000 999.000
Residual Variances
WR1 0.082 0.011 7.818 0.000
WR2 0.059 0.007 8.028 0.000
WR3 0.058 0.008 7.682 0.000
WR4 0.070 0.007 10.434 0.000
WR5 0.052 0.006 8.574 0.000
WR6 0.024 0.004 6.116 0.000
WR7 0.042 0.006 7.065 0.000
WR8 0.066 0.010 6.677 0.000
R-SQUARE
Class 1
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
WR1 Undefined -0.19781E+00
WR2 Undefined -0.19294E+00
WR3 0.257 0.152 1.692 0.091
WR4 0.518 0.132 3.935 0.000
WR5 0.751 0.093 8.054 0.000
WR6 0.918 0.037 24.682 0.000
WR7 0.905 0.040 22.616 0.000
WR8 0.893 0.044 20.290 0.000
Class 2
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
WR1 0.567 0.050 11.372 0.000
WR2 0.608 0.050 12.195 0.000
WR3 0.583 0.068 8.625 0.000
WR4 0.531 0.058 9.119 0.000
WR5 0.621 0.052 11.951 0.000
WR6 0.805 0.039 20.476 0.000
WR7 0.736 0.044 16.751 0.000
WR8 0.683 0.048 14.108 0.000
Class 3
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
WR1 0.567 0.050 11.372 0.000
WR2 0.608 0.050 12.195 0.000
WR3 0.583 0.068 8.625 0.000
WR4 0.531 0.058 9.119 0.000
WR5 0.621 0.052 11.951 0.000
WR6 0.805 0.039 20.476 0.000
WR7 0.736 0.044 16.751 0.000
WR8 0.683 0.048 14.108 0.000
Class 4
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
WR1 0.567 0.050 11.372 0.000
WR2 0.608 0.050 12.195 0.000
WR3 0.583 0.068 8.625 0.000
WR4 0.531 0.058 9.119 0.000
WR5 0.621 0.052 11.951 0.000
WR6 0.805 0.039 20.476 0.000
WR7 0.736 0.044 16.751 0.000
WR8 0.683 0.048 14.108 0.000
Class 5
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
WR1 0.567 0.050 11.372 0.000
WR2 0.608 0.050 12.195 0.000
WR3 0.583 0.068 8.625 0.000
WR4 0.531 0.058 9.119 0.000
WR5 0.621 0.052 11.951 0.000
WR6 0.805 0.039 20.476 0.000
WR7 0.736 0.044 16.751 0.000
WR8 0.683 0.048 14.108 0.000
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.641E-08
(ratio of smallest to largest eigenvalue)
RESIDUAL OUTPUT
ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 1
Model Estimated Means
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
1 -1.841 -1.657 -1.473 -1.290 -1.106
Model Estimated Means
WR6 WR7 WR8
________ ________ ________
1 -0.923 -0.739 -0.556
Residuals for Means
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
1 0.139 0.002 -0.140 -0.123 0.321
Residuals for Means
WR6 WR7 WR8
________ ________ ________
1 0.274 0.264 0.170
Model Estimated Covariances
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
WR1 0.069
WR2 -0.018 0.049
WR3 -0.022 -0.001 0.079
WR4 -0.027 0.007 0.041 0.146
WR5 -0.031 0.016 0.063 0.110 0.208
WR6 -0.035 0.024 0.084 0.144 0.203
WR7 -0.040 0.033 0.105 0.178 0.250
WR8 -0.044 0.041 0.126 0.212 0.297
Model Estimated Covariances
WR6 WR7 WR8
________ ________ ________
WR6 0.286
WR7 0.323 0.437
WR8 0.382 0.468 0.619
Residuals for Covariances
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
WR1 -0.059
WR2 0.017 -0.018
WR3 0.021 -0.002 -0.024
WR4 0.026 -0.010 0.006 0.015
WR5 0.045 -0.022 -0.019 -0.036 -0.063
WR6 0.045 -0.028 -0.037 -0.035 -0.047
WR7 0.048 -0.028 -0.052 -0.039 -0.092
WR8 0.051 -0.049 -0.065 -0.051 -0.091
Residuals for Covariances
WR6 WR7 WR8
________ ________ ________
WR6 -0.080
WR7 -0.123 -0.179
WR8 -0.130 -0.162 -0.231
ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 2
Model Estimated Means
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
1 -1.281 -1.009 -0.737 -0.465 -0.193
Model Estimated Means
WR6 WR7 WR8
________ ________ ________
1 0.079 0.351 0.623
Residuals for Means
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
1 -0.089 0.008 0.006 0.025 0.105
Residuals for Means
WR6 WR7 WR8
________ ________ ________
1 0.041 -0.064 -0.143
Model Estimated Covariances
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
WR1 0.190
WR2 0.098 0.150
WR3 0.088 0.085 0.140
WR4 0.078 0.078 0.079 0.150
WR5 0.067 0.072 0.076 0.080 0.136
WR6 0.057 0.065 0.073 0.081 0.089
WR7 0.047 0.059 0.070 0.082 0.093
WR8 0.037 0.052 0.067 0.082 0.098
Model Estimated Covariances
WR6 WR7 WR8
________ ________ ________
WR6 0.120
WR7 0.105 0.158
WR8 0.113 0.128 0.209
Residuals for Covariances
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
WR1 -0.038
WR2 -0.013 0.040
WR3 -0.032 0.024 0.028
WR4 -0.025 0.018 0.043 0.010
WR5 -0.034 -0.012 0.016 0.024 -0.010
WR6 -0.018 0.006 0.013 0.026 0.019
WR7 -0.007 0.000 0.003 0.009 0.011
WR8 0.003 0.010 0.018 0.010 0.001
Residuals for Covariances
WR6 WR7 WR8
________ ________ ________
WR6 0.003
WR7 0.007 0.014
WR8 0.002 0.000 -0.065
ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 3
Model Estimated Means
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
1 -0.413 -0.154 0.105 0.363 0.622
Model Estimated Means
WR6 WR7 WR8
________ ________ ________
1 0.881 1.140 1.398
Residuals for Means
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
1 -0.137 -0.007 0.050 0.095 -0.007
Residuals for Means
WR6 WR7 WR8
________ ________ ________
1 -0.021 -0.121 -0.214
Model Estimated Covariances
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
WR1 0.190
WR2 0.098 0.150
WR3 0.088 0.085 0.140
WR4 0.078 0.078 0.079 0.150
WR5 0.067 0.072 0.076 0.080 0.136
WR6 0.057 0.065 0.073 0.081 0.089
WR7 0.047 0.059 0.070 0.082 0.093
WR8 0.037 0.052 0.067 0.082 0.098
Model Estimated Covariances
WR6 WR7 WR8
________ ________ ________
WR6 0.120
WR7 0.105 0.158
WR8 0.113 0.128 0.209
Residuals for Covariances
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
WR1 -0.010
WR2 0.008 -0.036
WR3 0.006 0.014 -0.004
WR4 -0.011 0.012 0.041 0.006
WR5 -0.076 -0.063 -0.025 -0.015 -0.031
WR6 -0.063 -0.061 -0.016 -0.010 -0.006
WR7 -0.061 -0.058 -0.017 -0.019 -0.012
WR8 -0.067 -0.069 -0.018 -0.018 -0.007
Residuals for Covariances
WR6 WR7 WR8
________ ________ ________
WR6 0.001
WR7 -0.001 -0.024
WR8 -0.002 -0.006 -0.045
ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 4
Model Estimated Means
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
1 0.782 0.926 1.069 1.213 1.356
Model Estimated Means
WR6 WR7 WR8
________ ________ ________
1 1.500 1.643 1.787
Residuals for Means
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
1 -0.083 -0.043 0.070 0.064 0.045
Residuals for Means
WR6 WR7 WR8
________ ________ ________
1 0.035 -0.045 -0.124
Model Estimated Covariances
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
WR1 0.190
WR2 0.098 0.150
WR3 0.088 0.085 0.140
WR4 0.078 0.078 0.079 0.150
WR5 0.067 0.072 0.076 0.080 0.136
WR6 0.057 0.065 0.073 0.081 0.089
WR7 0.047 0.059 0.070 0.082 0.093
WR8 0.037 0.052 0.067 0.082 0.098
Model Estimated Covariances
WR6 WR7 WR8
________ ________ ________
WR6 0.120
WR7 0.105 0.158
WR8 0.113 0.128 0.209
Residuals for Covariances
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
WR1 0.017
WR2 0.028 -0.029
WR3 0.014 -0.004 -0.032
WR4 -0.007 -0.023 -0.019 -0.067
WR5 0.103 0.112 0.082 -0.002 -0.002
WR6 0.115 0.113 0.086 0.002 -0.012
WR7 0.109 0.103 0.059 -0.016 -0.034
WR8 0.090 0.071 0.075 -0.033 -0.048
Residuals for Covariances
WR6 WR7 WR8
________ ________ ________
WR6 -0.011
WR7 -0.033 -0.057
WR8 -0.059 -0.104 -0.139
ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 5
Model Estimated Means
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
1 -1.523 -0.995 -0.467 0.061 0.590
Model Estimated Means
WR6 WR7 WR8
________ ________ ________
1 1.118 1.646 2.174
Residuals for Means
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
1 -0.051 -0.097 0.107 0.020 0.134
Residuals for Means
WR6 WR7 WR8
________ ________ ________
1 -0.052 -0.344 -0.614
Model Estimated Covariances
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
WR1 0.190
WR2 0.098 0.150
WR3 0.088 0.085 0.140
WR4 0.078 0.078 0.079 0.150
WR5 0.067 0.072 0.076 0.080 0.136
WR6 0.057 0.065 0.073 0.081 0.089
WR7 0.047 0.059 0.070 0.082 0.093
WR8 0.037 0.052 0.067 0.082 0.098
Model Estimated Covariances
WR6 WR7 WR8
________ ________ ________
WR6 0.120
WR7 0.105 0.158
WR8 0.113 0.128 0.209
Residuals for Covariances
WR1 WR2 WR3 WR4 WR5
________ ________ ________ ________ ________
WR1 -0.097
WR2 -0.039 0.107
WR3 -0.060 0.023 0.002
WR4 -0.054 -0.003 0.019 -0.008
WR5 -0.001 -0.082 -0.046 0.034 0.065
WR6 0.062 -0.081 -0.099 0.027 0.101
WR7 0.161 -0.031 -0.084 0.040 0.123
WR8 0.193 -0.053 -0.137 0.030 0.079
Residuals for Covariances
WR6 WR7 WR8
________ ________ ________
WR6 -0.052
WR7 -0.034 -0.030
WR8 -0.062 -0.038 -0.056
MODEL MODIFICATION INDICES
NOTE: Modification indices for direct effects of observed dependent variables
regressed on covariates may not be included. To include these, request
MODINDICES (ALL).
Minimum M.I. value for printing the modification index 0.000
M.I. E.P.C. Std E.P.C. StdYX E.P.C.
CLASS 1
BY Statements
I BY WR1 24.479 -0.830 -0.617 -2.356
I BY WR2 999.000 0.000 0.000 0.000
I BY WR3 6.911 0.111 0.083 0.295
I BY WR4 13.705 0.159 0.118 0.310
I BY WR5 2.868 -0.095 -0.071 -0.155
I BY WR6 0.426 -0.028 -0.021 -0.039
I BY WR7 1.175 -0.051 -0.038 -0.058
I BY WR8 0.002 0.003 0.002 0.003
S BY WR1 999.000 0.000 0.000 0.000
S BY WR2 999.000 0.000 0.000 0.000
S BY WR3 999.000 0.000 0.000 0.000
S BY WR4 41.564 -2.161 -0.245 -0.640
S BY WR5 999.000 0.000 0.000 0.000
S BY WR6 999.000 0.000 0.000 0.000
S BY WR7 1.537 0.269 0.030 0.046
S BY WR8 999.000 0.000 0.000 0.000
WITH Statements
WR2 WITH WR1 999.000 0.000 0.000 0.000
WR3 WITH WR1 5.094 -0.023 -0.023 -0.325
WR3 WITH WR2 9.892 0.030 0.030 0.508
WR4 WITH WR1 0.006 0.001 0.001 0.013
WR4 WITH WR2 8.213 0.026 0.026 0.411
WR4 WITH WR3 999.000 0.000 0.000 0.000
WR5 WITH WR1 2.282 0.024 0.024 0.375
WR5 WITH WR2 5.733 -0.027 -0.027 -0.482
WR5 WITH WR3 999.000 0.000 0.000 0.000
WR5 WITH WR4 156.339 -0.441 -0.441 -7.304
WR6 WITH WR1 2.759 0.018 0.018 0.420
WR6 WITH WR2 2.152 -0.012 -0.012 -0.326
WR6 WITH WR3 999.000 0.000 0.000 0.000
WR6 WITH WR4 6.939 -0.028 -0.028 -0.695
WR6 WITH WR5 999.000 0.000 0.000 0.000
WR7 WITH WR1 0.242 0.005 0.005 0.086
WR7 WITH WR2 0.011 0.001 0.001 0.018
WR7 WITH WR3 2.944 -0.020 -0.020 -0.395
WR7 WITH WR4 3.705 -0.027 -0.027 -0.505
WR7 WITH WR5 1.474 0.013 0.013 0.288
WR7 WITH WR6 1.899 0.013 0.013 0.411
WR8 WITH WR1 999.000 0.000 0.000 0.000
WR8 WITH WR2 0.215 -0.005 -0.005 -0.087
WR8 WITH WR3 7.769 0.054 0.054 0.868
WR8 WITH WR4 2.192 0.028 0.028 0.406
WR8 WITH WR5 999.000 0.000 0.000 0.000
WR8 WITH WR6 999.000 0.000 0.000 0.000
WR8 WITH WR7 2.749 0.026 0.026 0.495
Means/Intercepts/Thresholds
[ WR1 ] 999.000 0.000 0.000 0.000
[ WR2 ] 999.000 0.000 0.000 0.000
[ WR3 ] 212.554 -1.196 -1.196 -4.265
[ WR4 ] 48.339 -0.374 -0.374 -0.980
[ WR5 ] 999.000 0.000 0.000 0.000
[ WR6 ] 71.684 0.791 0.791 1.477
[ WR7 ] 2.568 0.073 0.073 0.111
[ WR8 ] 999.000 0.000 0.000 0.000
Variances/Residual Variances
WR1 100.096 -0.177 -0.177 -2.571
WR2 3.270 -0.030 -0.030 -0.616
WR3 999.000 0.000 0.000 0.000
WR4 999.000 0.000 0.000 0.000
WR5 8.316 0.082 0.082 0.394
WR6 1.447 0.012 0.012 0.043
WR7 5.429 -0.043 -0.043 -0.098
WR8 2.481 0.075 0.075 0.121
CLASS 2
BY Statements
I BY WR1 999.000 0.000 0.000 0.000
I BY WR2 1.010 0.138 0.052 0.135
I BY WR3 2.039 0.061 0.023 0.062
I BY WR4 3.515 0.085 0.032 0.083
I BY WR5 24.954 0.239 0.090 0.245
I BY WR6 13.110 0.131 0.050 0.143
I BY WR7 4.723 -0.089 -0.033 -0.084
I BY WR8 66.195 -0.616 -0.233 -0.510
S BY WR1 999.000 0.000 0.000 0.000
S BY WR2 999.000 0.000 0.000 0.000
S BY WR3 0.297 0.070 0.004 0.011
S BY WR4 2.122 0.173 0.010 0.027
S BY WR5 34.029 0.781 0.047 0.127
S BY WR6 16.048 0.370 0.022 0.064
S BY WR7 5.712 -0.250 -0.015 -0.038
S BY WR8 58.214 -1.390 -0.083 -0.182
ON/BY Statements
I ON I /
I BY I 1.070 0.201 0.201 0.201
I ON S /
S BY I 0.157 0.490 0.078 0.078
S ON I /
I BY S 0.049 0.009 0.057 0.057
S ON S /
S BY S 0.369 0.103 0.103 0.103
WITH Statements
WR2 WITH WR1 6.155 -0.046 -0.046 -0.657
WR3 WITH WR1 46.928 -0.083 -0.083 -1.199
WR3 WITH WR2 1.834 0.014 0.014 0.232
WR4 WITH WR1 23.308 -0.058 -0.058 -0.764
WR4 WITH WR2 0.001 0.000 0.000 0.004
WR4 WITH WR3 91.821 0.115 0.115 1.792
WR5 WITH WR1 2.330 -0.016 -0.016 -0.240
WR5 WITH WR2 2.978 -0.019 -0.019 -0.338
WR5 WITH WR3 0.025 -0.002 -0.002 -0.034
WR5 WITH WR4 4.417 0.029 0.029 0.485
WR6 WITH WR1 2.545 -0.014 -0.014 -0.310
WR6 WITH WR2 0.207 -0.003 -0.003 -0.082
WR6 WITH WR3 148.698 -0.710 -0.710 -19.164
WR6 WITH WR4 3.919 0.014 0.014 0.344
WR6 WITH WR5 41.155 0.045 0.045 1.286
WR7 WITH WR1 9.129 0.029 0.029 0.491
WR7 WITH WR2 0.986 -0.007 -0.007 -0.149
WR7 WITH WR3 2.713 -0.012 -0.012 -0.247
WR7 WITH WR4 4.151 -0.016 -0.016 -0.299
WR7 WITH WR5 2.463 -0.011 -0.011 -0.235
WR7 WITH WR6 3.566 -0.011 -0.011 -0.359
WR8 WITH WR1 8.507 0.040 0.040 0.542
WR8 WITH WR2 0.017 0.002 0.002 0.030
WR8 WITH WR3 0.509 0.015 0.015 0.240
WR8 WITH WR4 3.746 -0.021 -0.021 -0.304
WR8 WITH WR5 7.503 -0.030 -0.030 -0.512
WR8 WITH WR6 0.013 0.001 0.001 0.024
WR8 WITH WR7 13.537 0.032 0.032 0.618
S WITH I 0.210 -0.001 -0.051 -0.051
Means/Intercepts/Thresholds
[ WR1 ] 999.000 0.000 0.000 0.000
[ WR2 ] 999.000 0.000 0.000 0.000
[ WR3 ] 0.168 0.013 0.013 0.034
[ WR4 ] 2.336 0.047 0.047 0.121
[ WR5 ] 26.865 0.177 0.177 0.480
[ WR6 ] 15.006 0.095 0.095 0.273
[ WR7 ] 8.544 -0.085 -0.085 -0.214
[ WR8 ] 43.979 -0.311 -0.311 -0.680
Variances/Residual Variances
WR1 999.000 0.000 0.000 0.000
WR2 32.983 0.109 0.109 0.730
WR3 999.000 0.000 0.000 0.000
WR4 999.000 0.000 0.000 0.000
WR5 6.447 -0.027 -0.027 -0.196
WR6 3.117 -0.009 -0.009 -0.074
WR7 999.000 0.000 0.000 0.000
WR8 15.753 -0.055 -0.055 -0.261
I 1.393 0.027 0.192 0.192
S 0.411 0.000 0.079 0.079
CLASS 3
BY Statements
I BY WR1 78.821 -0.297 -0.112 -0.257
I BY WR2 0.277 -0.011 -0.004 -0.011
I BY WR3 7.959 0.056 0.021 0.057
I BY WR4 26.038 0.118 0.045 0.115
I BY WR5 4.868 0.055 0.021 0.056
I BY WR6 6.662 0.049 0.018 0.053
I BY WR7 6.789 -0.060 -0.023 -0.058
I BY WR8 34.548 -0.195 -0.074 -0.161
S BY WR1 156.441 -3.247 -0.195 -0.447
S BY WR2 0.108 -0.039 -0.002 -0.006
S BY WR3 6.559 0.279 0.017 0.045
S BY WR4 22.958 0.603 0.036 0.093
S BY WR5 6.732 0.368 0.022 0.060
S BY WR6 7.170 0.279 0.017 0.048
S BY WR7 7.472 -0.350 -0.021 -0.053
S BY WR8 41.674 -1.282 -0.077 -0.168
ON/BY Statements
I ON I /
I BY I 2.699 0.358 0.358 0.358
I ON S /
S BY I 0.846 1.123 0.178 0.178
S ON I /
I BY S 0.044 -0.008 -0.052 -0.052
S ON S /
S BY S 0.023 -0.026 -0.026 -0.026
WITH Statements
WR2 WITH WR1 24.053 0.059 0.059 0.852
WR3 WITH WR1 1.981 -0.015 -0.015 -0.214
WR3 WITH WR2 5.336 0.018 0.018 0.312
WR4 WITH WR1 91.954 -0.164 -0.164 -2.156
WR4 WITH WR2 0.781 0.007 0.007 0.115
WR4 WITH WR3 41.613 0.059 0.059 0.920
WR5 WITH WR1 10.558 -0.041 -0.041 -0.623
WR5 WITH WR2 0.762 -0.008 -0.008 -0.153
WR5 WITH WR3 0.910 0.009 0.009 0.155
WR5 WITH WR4 5.874 0.023 0.023 0.377
WR6 WITH WR1 9.159 -0.032 -0.032 -0.734
WR6 WITH WR2 1.415 -0.008 -0.008 -0.225
WR6 WITH WR3 0.001 0.000 0.000 0.005
WR6 WITH WR4 3.012 0.013 0.013 0.309
WR6 WITH WR5 12.439 0.023 0.023 0.659
WR7 WITH WR1 6.797 0.035 0.035 0.593
WR7 WITH WR2 0.159 0.004 0.004 0.071
WR7 WITH WR3 0.015 -0.001 -0.001 -0.021
WR7 WITH WR4 1.056 -0.010 -0.010 -0.177
WR7 WITH WR5 0.895 -0.008 -0.008 -0.173
WR7 WITH WR6 0.532 -0.005 -0.005 -0.164
WR8 WITH WR1 60.192 0.184 0.184 2.485
WR8 WITH WR2 1.542 0.015 0.015 0.234
WR8 WITH WR3 4.573 -0.024 -0.024 -0.385
WR8 WITH WR4 12.013 -0.041 -0.041 -0.597
WR8 WITH WR5 3.644 -0.021 -0.021 -0.355
WR8 WITH WR6 7.782 -0.027 -0.027 -0.685
WR8 WITH WR7 18.582 0.049 0.049 0.934
S WITH I 0.012 0.000 -0.016 -0.016
Means/Intercepts/Thresholds
[ WR1 ] 115.054 -0.632 -0.632 -1.450
[ WR2 ] 0.177 -0.013 -0.013 -0.033
[ WR3 ] 7.259 0.077 0.077 0.206
[ WR4 ] 22.628 0.154 0.154 0.398
[ WR5 ] 5.286 0.083 0.083 0.225
[ WR6 ] 6.600 0.070 0.070 0.203
[ WR7 ] 7.459 -0.094 -0.094 -0.236
[ WR8 ] 38.472 -0.312 -0.312 -0.683
Variances/Residual Variances
WR1 999.000 0.000 0.000 0.000
WR2 122.079 -0.131 -0.131 -0.874
WR3 16.140 -0.040 -0.040 -0.286
WR4 1.723 -0.016 -0.016 -0.110
WR5 10.000 -0.039 -0.039 -0.288
WR6 0.116 0.003 0.003 0.022
WR7 999.000 0.000 0.000 0.000
WR8 1.522 0.019 0.019 0.091
I 6.582 0.213 1.494 1.494
S 0.006 0.000 -0.015 -0.015
CLASS 4
BY Statements
I BY WR1 6.584 -0.082 -0.031 -0.071
I BY WR2 2.622 -0.038 -0.014 -0.037
I BY WR3 5.755 0.055 0.021 0.056
I BY WR4 3.019 0.043 0.016 0.042
I BY WR5 0.452 0.017 0.006 0.017
I BY WR6 2.559 0.032 0.012 0.034
I BY WR7 2.300 -0.038 -0.014 -0.036
I BY WR8 8.806 -0.100 -0.038 -0.083
S BY WR1 11.287 -1.581 -0.095 -0.217
S BY WR2 2.513 -0.459 -0.028 -0.071
S BY WR3 6.142 0.716 0.043 0.115
S BY WR4 4.469 0.664 0.040 0.103
S BY WR5 0.372 0.183 0.011 0.030
S BY WR6 2.249 0.386 0.023 0.067
S BY WR7 1.887 -0.429 -0.026 -0.065
S BY WR8 12.130 -1.537 -0.092 -0.202
ON/BY Statements
I ON I /
I BY I 4.739 -0.343 -0.343 -0.343
I ON S /
S BY I 7.437 -4.319 -0.685 -0.685
S ON I /
I BY S 0.175 -0.015 -0.092 -0.092
S ON S /
S BY S 0.006 -0.015 -0.015 -0.015
WITH Statements
WR2 WITH WR1 32.852 0.160 0.160 2.303
WR3 WITH WR1 0.175 -0.006 -0.006 -0.085
WR3 WITH WR2 0.267 0.006 0.006 0.095
WR4 WITH WR1 1.173 -0.018 -0.018 -0.231
WR4 WITH WR2 0.015 -0.001 -0.001 -0.023
WR4 WITH WR3 3.023 0.020 0.020 0.308
WR5 WITH WR1 0.606 -0.012 -0.012 -0.182
WR5 WITH WR2 0.028 0.002 0.002 0.037
WR5 WITH WR3 0.435 0.008 0.008 0.139
WR5 WITH WR4 0.089 -0.004 -0.004 -0.061
WR6 WITH WR1 0.064 0.004 0.004 0.080
WR6 WITH WR2 0.350 -0.006 -0.006 -0.164
WR6 WITH WR3 1.259 0.010 0.010 0.269
WR6 WITH WR4 0.025 0.001 0.001 0.037
WR6 WITH WR5 0.184 -0.004 -0.004 -0.103
WR7 WITH WR1 3.136 0.029 0.029 0.494
WR7 WITH WR2 0.003 0.001 0.001 0.014
WR7 WITH WR3 3.416 -0.021 -0.021 -0.428
WR7 WITH WR4 0.108 -0.004 -0.004 -0.074
WR7 WITH WR5 1.212 -0.012 -0.012 -0.263
WR7 WITH WR6 0.000 0.000 0.000 -0.004
WR8 WITH WR1 0.140 -0.008 -0.008 -0.103
WR8 WITH WR2 0.357 0.010 0.010 0.155
WR8 WITH WR3 0.013 -0.002 -0.002 -0.027
WR8 WITH WR4 0.140 0.006 0.006 0.085
WR8 WITH WR5 0.430 0.009 0.009 0.153
WR8 WITH WR6 0.000 0.000 0.000 -0.004
WR8 WITH WR7 0.052 -0.003 -0.003 -0.058
S WITH I 0.449 -0.002 -0.107 -0.107
Means/Intercepts/Thresholds
[ WR1 ] 9.421 -0.187 -0.187 -0.428
[ WR2 ] 2.462 -0.067 -0.067 -0.174
[ WR3 ] 6.426 0.107 0.107 0.286
[ WR4 ] 4.224 0.093 0.093 0.241
[ WR5 ] 0.417 0.029 0.029 0.079
[ WR6 ] 2.029 0.052 0.052 0.148
[ WR7 ] 1.834 -0.063 -0.063 -0.158
[ WR8 ] 7.004 -0.164 -0.164 -0.360
Variances/Residual Variances
WR1 0.559 -0.021 -0.021 -0.109
WR2 6.709 -0.037 -0.037 -0.244
WR3 2.968 -0.024 -0.024 -0.171
WR4 3.575 -0.030 -0.030 -0.201
WR5 1.216 0.016 0.016 0.116
WR6 0.278 0.006 0.006 0.051
WR7 0.667 0.011 0.011 0.071
WR8 2.348 -0.034 -0.034 -0.162
I 2.209 -0.031 -0.214 -0.214
S 0.094 0.000 0.102 0.102
CLASS 5
BY Statements
I BY WR1 20.380 -0.319 -0.120 -0.276
I BY WR2 20.531 -0.156 -0.059 -0.153
I BY WR3 16.806 0.100 0.038 0.101
I BY WR4 0.676 0.030 0.011 0.029
I BY WR5 24.821 0.310 0.117 0.318
I BY WR6 3.671 0.075 0.028 0.082
I BY WR7 4.463 -0.094 -0.035 -0.089
I BY WR8 242.240 -3.178 -1.201 -2.626
S BY WR1 12.198 -1.089 -0.065 -0.150
S BY WR2 30.426 -0.846 -0.051 -0.131
S BY WR3 17.995 0.452 0.027 0.072
S BY WR4 0.759 0.127 0.008 0.020
S BY WR5 30.646 1.562 0.094 0.254
S BY WR6 6.305 0.465 0.028 0.080
S BY WR7 5.391 -0.438 -0.026 -0.066
S BY WR8 999.000 0.000 0.000 0.000
ON/BY Statements
I ON I /
I BY I 999.000 0.000 0.000 0.000
I ON S /
S BY I 999.000 0.000 0.000 0.000
S ON I /
I BY S 0.830 0.070 0.441 0.441
S ON S /
S BY S 6.192 -2.632 -2.632 -2.632
WITH Statements
WR2 WITH WR1 6.917 -0.059 -0.059 -0.845
WR3 WITH WR1 8.560 -0.064 -0.064 -0.928
WR3 WITH WR2 5.671 -0.052 -0.052 -0.891
WR4 WITH WR1 1.285 -0.026 -0.026 -0.338
WR4 WITH WR2 14.885 -0.075 -0.075 -1.170
WR4 WITH WR3 9.471 0.048 0.048 0.751
WR5 WITH WR1 4.754 -0.077 -0.077 -1.185
WR5 WITH WR2 27.125 -0.152 -0.152 -2.749
WR5 WITH WR3 999.000 0.000 0.000 0.000
WR5 WITH WR4 11.399 0.104 0.104 1.715
WR6 WITH WR1 0.391 -0.020 -0.020 -0.446
WR6 WITH WR2 12.803 -0.081 -0.081 -2.189
WR6 WITH WR3 999.000 0.000 0.000 0.000
WR6 WITH WR4 2.460 0.037 0.037 0.917
WR6 WITH WR5 138.802 0.492 0.492 14.089
WR7 WITH WR1 3.040 0.067 0.067 1.138
WR7 WITH WR2 8.027 0.084 0.084 1.692
WR7 WITH WR3 0.979 0.074 0.074 1.509
WR7 WITH WR4 6.094 -0.082 -0.082 -1.511
WR7 WITH WR5 18.236 -0.112 -0.112 -2.405
WR7 WITH WR6 3.921 -0.035 -0.035 -1.113
WR8 WITH WR1 999.000 0.000 0.000 0.000
WR8 WITH WR2 190.932 1.242 1.242 19.900
WR8 WITH WR3 999.000 0.000 0.000 0.000
WR8 WITH WR4 999.000 0.000 0.000 0.000
WR8 WITH WR5 999.000 0.000 0.000 0.000
WR8 WITH WR6 999.000 0.000 0.000 0.000
WR8 WITH WR7 999.000 0.000 0.000 0.000
S WITH I 1.375 0.005 0.215 0.215
Means/Intercepts/Thresholds
[ WR1 ] 23.112 -0.961 -0.961 -2.203
[ WR2 ] 28.263 -0.439 -0.439 -1.132
[ WR3 ] 17.601 0.245 0.245 0.654
[ WR4 ] 0.822 0.075 0.075 0.193
[ WR5 ] 68.830 1.718 1.718 4.652
[ WR6 ] 9.556 0.343 0.343 0.990
[ WR7 ] 6.554 -0.270 -0.270 -0.680
[ WR8 ] 999.000 0.000 0.000 0.000
Variances/Residual Variances
WR1 0.829 0.027 0.027 0.144
WR2 128.214 0.302 0.302 2.011
WR3 999.000 0.000 0.000 0.000
WR4 0.021 0.004 0.004 0.024
WR5 999.000 0.000 0.000 0.000
WR6 0.673 0.016 0.016 0.129
WR7 1.246 0.037 0.037 0.231
WR8 999.000 0.000 0.000 0.000
I 0.519 -0.049 -0.342 -0.342
S 1.920 -0.002 -0.551 -0.551
Categorical Latent Variables
No modification indices above the minimum value.
TECHNICAL 4 OUTPUT
ESTIMATES DERIVED FROM THE MODEL FOR CLASS 1
ESTIMATED MEANS FOR THE LATENT VARIABLES
I S
________ ________
1 -0.556 0.184
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
I S
________ ________
I 0.553
S 0.085 0.013
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
I S
________ ________
I 1.000
S 1.014 1.000
ESTIMATES DERIVED FROM THE MODEL FOR CLASS 2
ESTIMATED MEANS FOR THE LATENT VARIABLES
I S
________ ________
1 0.623 0.272
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
I S
________ ________
I 0.143
S 0.015 0.004
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
I S
________ ________
I 1.000
S 0.666 1.000
ESTIMATES DERIVED FROM THE MODEL FOR CLASS 3
ESTIMATED MEANS FOR THE LATENT VARIABLES
I S
________ ________
1 1.398 0.259
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
I S
________ ________
I 0.143
S 0.015 0.004
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
I S
________ ________
I 1.000
S 0.666 1.000
ESTIMATES DERIVED FROM THE MODEL FOR CLASS 4
ESTIMATED MEANS FOR THE LATENT VARIABLES
I S
________ ________
1 1.787 0.143
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
I S
________ ________
I 0.143
S 0.015 0.004
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
I S
________ ________
I 1.000
S 0.666 1.000
ESTIMATES DERIVED FROM THE MODEL FOR CLASS 5
ESTIMATED MEANS FOR THE LATENT VARIABLES
I S
________ ________
1 2.174 0.528
ESTIMATED COVARIANCE MATRIX FOR THE LATENT VARIABLES
I S
________ ________
I 0.143
S 0.015 0.004
ESTIMATED CORRELATION MATRIX FOR THE LATENT VARIABLES
I S
________ ________
I 1.000
S 0.666 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 -0.22005411D+04 0.0000000 0.0000000 72.433 122.383 EM
97.067 62.557
56.560
2 -0.10918915D+04 1108.6495615 0.5038077 85.524 114.074 EM
92.382 63.393
55.627
3 -0.10732414D+04 18.6501937 0.0170806 89.278 111.435 EM
88.958 64.449
56.879
4 -0.10611608D+04 12.0805328 0.0112561 90.170 111.496 EM
85.714 65.775
57.844
5 -0.10507534D+04 10.4073730 0.0098075 89.728 112.797 EM
83.212 67.198
58.064
6 -0.10421637D+04 8.5897946 0.0081749 88.679 114.514 EM
81.930 68.413
57.464
7 -0.10348830D+04 7.2806671 0.0069861 87.555 116.021 EM
81.957 69.213
56.255
8 -0.10289979D+04 5.8850639 0.0056867 86.691 116.997 EM
82.999 69.577
54.736
9 -0.10247296D+04 4.2683458 0.0041481 86.142 117.508 EM
84.624 69.602
53.124
10 -0.10217912D+04 2.9383995 0.0028675 85.751 117.805 EM
86.535 69.390
51.519
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.61444215D+04 0.0000000 0.0000000 0.001 217.392 EM
0.681 0.000
192.926
2 -0.11498729D+04 4994.5486078 0.8128590 0.000 223.747 EM
1.032 0.000
186.221
3 -0.11434903D+04 6.3825910 0.0055507 0.000 229.279 EM
1.566 0.000
180.155
4 -0.11414110D+04 2.0793597 0.0018184 0.000 233.800 EM
2.345 0.000
174.854
5 -0.11402371D+04 1.1739189 0.0010285 0.000 237.711 EM
3.432 0.000
169.857
6 -0.11392818D+04 0.9552547 0.0008378 0.000 241.228 EM
4.867 0.000
164.905
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.76160730D+04 0.0000000 0.0000000 113.303 0.000 EM
297.697 0.000
0.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.86594625D+04 0.0000000 0.0000000 0.000 216.350 EM
0.000 194.650
0.000
2 -0.11507951D+04 7508.6673965 0.8671055 0.000 216.481 EM
0.000 194.519
0.000
3 -0.11446471D+04 6.1479733 0.0053424 0.000 216.656 EM
0.000 194.344
0.000
4 -0.11432827D+04 1.3643985 0.0011920 0.000 217.405 EM
0.000 193.595
0.000
5 -0.11427222D+04 0.5605712 0.0004903 0.000 218.558 EM
0.000 192.442
0.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11574372D+05 0.0000000 0.0000000 0.000 320.620 EM
0.000 0.000
90.380
2 -0.11416831D+04 ************ 0.9013611 0.000 312.779 EM
0.000 0.000
98.221
3 -0.11354399D+04 6.2431472 0.0054684 0.000 313.798 EM
0.000 0.000
97.202
4 -0.11344700D+04 0.9698800 0.0008542 0.000 315.677 EM
0.000 0.000
95.323
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.75563811D+04 0.0000000 0.0000000 346.810 46.681 EM
0.000 0.000
17.510
2 -0.11080220D+04 6448.3591062 0.8533661 347.790 44.477 EM
0.000 0.000
18.732
3 -0.10976596D+04 10.3623246 0.0093521 346.670 43.930 EM
0.000 0.000
20.400
4 -0.10917609D+04 5.8986977 0.0053739 344.848 43.851 EM
0.000 0.000
22.301
5 -0.10878856D+04 3.8753015 0.0035496 342.516 44.060 EM
0.000 0.000
24.423
6 -0.10855260D+04 2.3596249 0.0021690 339.694 44.574 EM
0.000 0.000
26.732
7 -0.10838798D+04 1.6462012 0.0015165 336.446 45.367 EM
0.000 0.000
29.187
8 -0.10825281D+04 1.3516986 0.0012471 332.857 46.382 EM
0.000 0.000
31.761
9 -0.10812950D+04 1.2331081 0.0011391 329.003 47.558 EM
0.000 0.000
34.439
10 -0.10801066D+04 1.1883835 0.0010990 324.941 48.846 EM
0.000 0.000
37.212
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.13666132D+05 0.0000000 0.0000000 0.000 0.000 EM
349.701 61.299
0.000
2 -0.11439756D+04 ************ 0.9162912 0.000 0.000 EM
350.141 60.859
0.000
3 -0.11428600D+04 1.1156016 0.0009752 0.000 0.000 EM
349.296 61.704
0.000
4 -0.11417112D+04 1.1487619 0.0010052 0.000 0.000 EM
348.285 62.715
0.000
5 -0.11401745D+04 1.5366856 0.0013459 0.000 0.000 EM
347.150 63.850
0.000
6 -0.11382510D+04 1.9235305 0.0016870 0.000 0.000 EM
345.971 65.029
0.000
7 -0.11361350D+04 2.1159729 0.0018590 0.000 0.000 EM
344.893 66.107
0.000
8 -0.11342296D+04 1.9054026 0.0016771 0.000 0.000 EM
344.067 66.933
0.000
9 -0.11329103D+04 1.3192998 0.0011632 0.000 0.000 EM
343.566 67.434
0.000
10 -0.11322253D+04 0.6850491 0.0006047 0.000 0.000 EM
343.355 67.645
0.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.35069645D+05 0.0000000 0.0000000 0.000 15.806 EM
0.000 161.850
233.344
2 -0.11446713D+04 ************ 0.9673601 0.000 23.326 EM
0.000 158.953
228.722
3 -0.11391041D+04 5.5672371 0.0048636 0.000 27.691 EM
0.000 156.182
227.128
4 -0.11376572D+04 1.4468913 0.0012702 0.000 31.704 EM
0.000 153.525
225.770
5 -0.11363505D+04 1.3066977 0.0011486 0.000 35.626 EM
0.000 150.949
224.425
6 -0.11351425D+04 1.2079945 0.0010630 0.000 39.375 EM
0.000 148.525
223.100
7 -0.11340690D+04 1.0734785 0.0009457 0.000 42.841 EM
0.000 146.333
221.826
8 -0.11331563D+04 0.9127640 0.0008049 0.000 45.948 EM
0.000 144.435
220.617
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.44423698D+04 0.0000000 0.0000000 0.000 24.286 EM
0.000 0.000
386.714
2 -0.11353820D+04 3306.9877695 0.7444197 0.000 24.409 EM
0.000 0.000
386.591
3 -0.11339113D+04 1.4706546 0.0012953 0.000 25.895 EM
0.000 0.000
385.105
4 -0.11336746D+04 0.2366803 0.0002087 0.000 27.131 EM
0.000 0.000
383.869
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11136932D+05 0.0000000 0.0000000 0.000 311.996 EM
0.000 99.004
0.000
2 -0.11277884D+04 ************ 0.8987344 0.000 311.918 EM
0.000 99.082
0.000
3 -0.11195432D+04 8.2451098 0.0073109 0.000 313.901 EM
0.000 97.099
0.000
4 -0.11160487D+04 3.4945283 0.0031214 0.000 316.449 EM
0.000 94.551
0.000
5 -0.11147782D+04 1.2705438 0.0011384 0.000 318.881 EM
0.000 92.119
0.000
6 -0.11143035D+04 0.4746442 0.0004258 0.000 320.981 EM
0.000 90.019
0.000
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11334029D+05 0.0000000 0.0000000 0.000 0.000 EM
0.000 411.000
0.000
2 -0.11457851D+04 ************ 0.8989075 0.000 0.000 EM
0.000 411.000
0.000
3 -0.11457851D+04 0.0000000 0.0000000 0.000 0.000 EM
0.000 411.000
0.000
FINAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET
10 -0.10217912D+04 2.9383995 0.0028675 85.751 117.805 EM
86.535 69.390
51.519
11 -0.10196275D+04 2.1637146 0.0021176 85.304 118.111 EM
88.627 69.008
49.950
12 -0.10177302D+04 1.8972680 0.0018607 84.718 118.472 EM
90.886 68.498
48.427
13 -0.10160673D+04 1.6628904 0.0016339 84.095 118.786 EM
93.262 67.877
46.980
14 -0.10149841D+04 1.0832066 0.0010661 83.494 119.043 EM
95.608 67.161
45.693
15 -0.10143403D+04 0.6438185 0.0006343 82.928 119.290 EM
97.797 66.380
44.605
16 -0.10138916D+04 0.4487215 0.0004424 82.400 119.570 EM
99.762 65.569
43.699
17 -0.10135289D+04 0.3626329 0.0003577 81.908 119.914 EM
101.482 64.749
42.947
18 -0.10132081D+04 0.3208146 0.0003165 81.445 120.342 EM
102.955 63.932
42.326
19 -0.10129071D+04 0.3009819 0.0002971 81.008 120.860 EM
104.195 63.122
41.814
20 -0.10126122D+04 0.2949432 0.0002912 80.589 121.473 EM
105.222 62.320
41.396
21 -0.10123132D+04 0.2989534 0.0002952 80.185 122.179 EM
106.059 61.521
41.056
22 -0.10120026D+04 0.3106381 0.0003069 79.791 122.973 EM
106.731 60.724
40.781
23 -0.10116747D+04 0.3279359 0.0003240 79.404 123.850 EM
107.262 59.924
40.559
24 -0.10113260D+04 0.3486371 0.0003446 79.024 124.799 EM
107.677 59.120
40.380
25 -0.10109559D+04 0.3701210 0.0003660 78.649 125.809 EM
107.996 58.312
40.234
26 -0.10105667D+04 0.3892335 0.0003850 78.282 126.864 EM
108.241 57.503
40.110
27 -0.10101643D+04 0.4023767 0.0003982 77.926 127.944 EM
108.430 56.698
40.002
28 -0.10097584D+04 0.4059020 0.0004018 77.586 129.027 EM
108.579 55.905
39.903
29 -0.10093616D+04 0.3968252 0.0003930 77.267 130.089 EM
108.701 55.135
39.808
30 -0.10089879D+04 0.3737098 0.0003702 76.972 131.108 EM
108.804 54.400
39.716
31 -0.10086505D+04 0.3373729 0.0003344 76.706 132.063 EM
108.894 53.712
39.624
32 -0.10083595D+04 0.2910064 0.0002885 76.470 132.941 EM
108.973 53.081
39.535
33 -0.10081200D+04 0.2395042 0.0002375 76.265 133.732 EM
109.040 52.514
39.449
34 -0.10079318D+04 0.1881999 0.0001867 76.087 134.434 EM
109.093 52.016
39.370
35 -0.10076763D+04 0.2554317 0.0002534 78.025 137.750 FS
107.211 49.281
38.734
36 -0.10076231D+04 0.0532805 0.0000529 76.384 137.269 FS
108.761 49.877
38.710
37 -0.10075129D+04 0.1101762 0.0001093 76.396 137.339 EM
108.620 49.877
38.769
38 -0.10074994D+04 0.0135150 0.0000134 76.347 137.427 EM
108.573 49.847
38.806
39 -0.10074928D+04 0.0066012 0.0000066 76.287 137.513 EM
108.569 49.808
38.823
40 -0.10074890D+04 0.0037185 0.0000037 76.225 137.590 EM
108.585 49.770
38.830
41 -0.10074868D+04 0.0022613 0.0000022 76.163 137.660 EM
108.606 49.737
38.833
42 -0.10074853D+04 0.0014639 0.0000015 76.103 137.723 EM
108.629 49.710
38.835
43 -0.10074843D+04 0.0010066 0.0000010 76.045 137.779 EM
108.649 49.689
38.837
44 -0.10074836D+04 0.0007356 0.0000007 75.989 137.830 EM
108.668 49.673
38.840
45 -0.10074830D+04 0.0005702 0.0000006 75.935 137.876 EM
108.685 49.660
38.843
46 -0.10074825D+04 0.0004659 0.0000005 75.884 137.918 EM
108.700 49.651
38.847
47 -0.10074821D+04 0.0003974 0.0000004 75.834 137.956 EM
108.714 49.645
38.852
48 -0.10074818D+04 0.0003503 0.0000003 75.785 137.991 EM
108.726 49.641
38.857
49 -0.10074815D+04 0.0003161 0.0000003 75.739 138.023 EM
108.738 49.638
38.862
50 -0.10074812D+04 0.0002899 0.0000003 75.694 138.053 EM
108.750 49.636
38.867
51 -0.10074809D+04 0.0002687 0.0000003 75.650 138.081 EM
108.761 49.635
38.873
52 -0.10074807D+04 0.0002508 0.0000002 75.608 138.107 EM
108.771 49.635
38.879
53 -0.10074804D+04 0.0002351 0.0000002 75.567 138.132 EM
108.782 49.636
38.884
54 -0.10074802D+04 0.0002211 0.0000002 75.527 138.155 EM
108.792 49.637
38.890
55 -0.10074800D+04 0.0002083 0.0000002 75.489 138.177 EM
108.802 49.638
38.895
56 -0.10074798D+04 0.0001965 0.0000002 75.451 138.197 EM
108.812 49.639
38.901
57 -0.10074796D+04 0.0001855 0.0000002 75.415 138.217 EM
108.821 49.641
38.906
58 -0.10074794D+04 0.0001752 0.0000002 75.380 138.236 EM
108.830 49.642
38.911
59 -0.10074793D+04 0.0001655 0.0000002 75.346 138.254 EM
108.840 49.644
38.916
60 -0.10074791D+04 0.0001564 0.0000002 75.312 138.272 EM
108.848 49.646
38.921
61