Mplus VERSION 8.8
MUTHEN & MUTHEN
04/19/2022 10:23 PM
INPUT INSTRUCTIONS
title: this is an example of a multiple group CFA
with covariates (MIMIC) with continuous
factor indicators
montecarlo:
names = y1-y6 x1-x3;
ngroups = 2;
nobs = 500 600;
nreps = 1;
save = ex5.14.dat;
model population:
[x1@0 x2@1 x3@2]; x1@3 x2@2 x3@1;
f1 by y1@1 y2-y3*1;
f2 by y4@1 y5-y6*1;
f1 on x1*.5 x2*.6 x3*.7;
f2 on x1*.7 x2*.6 x3*.5;
f1-f2*.7;
f1 with f2*.25;
y1-y6*.5;
model population-g2:
f1 by y3*.5;
model:
f1 by y1@1 y2-y3*1;
f2 by y4@1 y5-y6*1;
f1 on x1*.5 x2*.6 x3*.7;
f2 on x1*.7 x2*.6 x3*.5;
f1-f2*.7;
f1 with f2*.25;
y1-y6*.5;
model g2:
f1 by y3*.5;
output:
tech9;
INPUT READING TERMINATED NORMALLY
this is an example of a multiple group CFA
with covariates (MIMIC) with continuous
factor indicators
SUMMARY OF ANALYSIS
Number of groups 2
Number of observations
Group G1 500
Group G2 600
Total sample size 1100
Number of replications
Requested 1
Completed 1
Value of seed 0
Number of dependent variables 6
Number of independent variables 3
Number of continuous latent variables 2
Observed dependent variables
Continuous
Y1 Y2 Y3 Y4 Y5 Y6
Observed independent variables
X1 X2 X3
Continuous latent variables
F1 F2
Estimator ML
Information matrix OBSERVED
Maximum number of iterations 1000
Convergence criterion 0.500D-04
Maximum number of steepest descent iterations 20
SAMPLE STATISTICS FOR THE FIRST REPLICATION
SAMPLE STATISTICS FOR G1
Means
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
2.066 2.088 2.088 1.663 1.623
Means
Y6 X1 X2 X3
________ ________ ________ ________
1.596 -0.061 1.033 2.090
Covariances
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
Y1 3.227
Y2 2.790 3.388
Y3 2.752 2.847 3.295
Y4 2.385 2.441 2.434 3.595
Y5 2.206 2.305 2.296 2.990 3.290
Y6 2.248 2.344 2.374 2.953 2.905
X1 1.426 1.486 1.500 2.044 1.964
X2 1.367 1.411 1.356 1.380 1.364
X3 0.727 0.722 0.737 0.429 0.404
Covariances
Y6 X1 X2 X3
________ ________ ________ ________
Y6 3.434
X1 1.957 2.921
X2 1.465 0.176 2.082
X3 0.418 -0.151 0.125 1.042
Correlations
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
Y1 1.000
Y2 0.844 1.000
Y3 0.844 0.852 1.000
Y4 0.700 0.699 0.707 1.000
Y5 0.677 0.690 0.697 0.869 1.000
Y6 0.675 0.687 0.706 0.841 0.864
X1 0.465 0.472 0.484 0.631 0.634
X2 0.527 0.531 0.518 0.504 0.521
X3 0.396 0.384 0.398 0.222 0.218
Correlations
Y6 X1 X2 X3
________ ________ ________ ________
Y6 1.000
X1 0.618 1.000
X2 0.548 0.071 1.000
X3 0.221 -0.087 0.085 1.000
SAMPLE STATISTICS FOR G2
Means
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
1.918 1.913 0.963 1.519 1.526
Means
Y6 X1 X2 X3
________ ________ ________ ________
1.533 -0.033 0.981 1.965
Covariances
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
Y1 3.190
Y2 2.706 3.209
Y3 1.290 1.277 1.080
Y4 2.433 2.406 1.203 3.961
Y5 2.557 2.525 1.209 3.436 4.010
Y6 2.550 2.557 1.273 3.438 3.523
X1 1.373 1.466 0.704 2.118 2.120
X2 1.394 1.396 0.652 1.466 1.539
X3 0.747 0.719 0.350 0.574 0.581
Covariances
Y6 X1 X2 X3
________ ________ ________ ________
Y6 4.038
X1 2.213 2.989
X2 1.532 0.190 2.144
X3 0.558 -0.022 0.026 1.123
Correlations
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
Y1 1.000
Y2 0.846 1.000
Y3 0.695 0.686 1.000
Y4 0.684 0.675 0.582 1.000
Y5 0.715 0.704 0.581 0.862 1.000
Y6 0.710 0.710 0.610 0.860 0.875
X1 0.445 0.473 0.392 0.615 0.612
X2 0.533 0.532 0.428 0.503 0.525
X3 0.394 0.378 0.318 0.272 0.274
Correlations
Y6 X1 X2 X3
________ ________ ________ ________
Y6 1.000
X1 0.637 1.000
X2 0.521 0.075 1.000
X3 0.262 -0.012 0.017 1.000
MODEL FIT INFORMATION
Number of Free Parameters 43
Loglikelihood
H0 Value
Mean -8812.379
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 -8812.379 -8812.379
0.980 0.000 -8812.379 -8812.379
0.950 0.000 -8812.379 -8812.379
0.900 0.000 -8812.379 -8812.379
0.800 0.000 -8812.379 -8812.379
0.700 0.000 -8812.379 -8812.379
0.500 0.000 -8812.379 -8812.379
0.300 0.000 -8812.379 -8812.379
0.200 0.000 -8812.379 -8812.379
0.100 0.000 -8812.379 -8812.379
0.050 0.000 -8812.379 -8812.379
0.020 0.000 -8812.379 -8812.379
0.010 0.000 -8812.379 -8812.379
H1 Value
Mean -8790.546
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 -8790.546 -8790.546
0.980 0.000 -8790.546 -8790.546
0.950 0.000 -8790.546 -8790.546
0.900 0.000 -8790.546 -8790.546
0.800 0.000 -8790.546 -8790.546
0.700 0.000 -8790.546 -8790.546
0.500 0.000 -8790.546 -8790.546
0.300 0.000 -8790.546 -8790.546
0.200 0.000 -8790.546 -8790.546
0.100 0.000 -8790.546 -8790.546
0.050 0.000 -8790.546 -8790.546
0.020 0.000 -8790.546 -8790.546
0.010 0.000 -8790.546 -8790.546
Information Criteria
Akaike (AIC)
Mean 17710.758
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 17710.758 17710.758
0.980 0.000 17710.758 17710.758
0.950 0.000 17710.758 17710.758
0.900 0.000 17710.758 17710.758
0.800 0.000 17710.758 17710.758
0.700 0.000 17710.758 17710.758
0.500 0.000 17710.758 17710.758
0.300 0.000 17710.758 17710.758
0.200 0.000 17710.758 17710.758
0.100 0.000 17710.758 17710.758
0.050 0.000 17710.758 17710.758
0.020 0.000 17710.758 17710.758
0.010 0.000 17710.758 17710.758
Bayesian (BIC)
Mean 17925.890
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 17925.890 17925.890
0.980 0.000 17925.890 17925.890
0.950 0.000 17925.890 17925.890
0.900 0.000 17925.890 17925.890
0.800 0.000 17925.890 17925.890
0.700 0.000 17925.890 17925.890
0.500 0.000 17925.890 17925.890
0.300 0.000 17925.890 17925.890
0.200 0.000 17925.890 17925.890
0.100 0.000 17925.890 17925.890
0.050 0.000 17925.890 17925.890
0.020 0.000 17925.890 17925.890
0.010 0.000 17925.890 17925.890
Sample-Size Adjusted BIC (n* = (n + 2) / 24)
Mean 17789.312
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 17789.312 17789.312
0.980 0.000 17789.312 17789.312
0.950 0.000 17789.312 17789.312
0.900 0.000 17789.312 17789.312
0.800 0.000 17789.312 17789.312
0.700 0.000 17789.312 17789.312
0.500 0.000 17789.312 17789.312
0.300 0.000 17789.312 17789.312
0.200 0.000 17789.312 17789.312
0.100 0.000 17789.312 17789.312
0.050 0.000 17789.312 17789.312
0.020 0.000 17789.312 17789.312
0.010 0.000 17789.312 17789.312
Chi-Square Test of Model Fit
Degrees of freedom 47
Mean 43.667
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 1.000 27.416 43.667
0.980 1.000 29.291 43.667
0.950 1.000 32.268 43.667
0.900 1.000 35.081 43.667
0.800 1.000 38.708 43.667
0.700 1.000 41.474 43.667
0.500 0.000 46.335 43.667
0.300 0.000 51.562 43.667
0.200 0.000 54.906 43.667
0.100 0.000 59.774 43.667
0.050 0.000 64.001 43.667
0.020 0.000 68.985 43.667
0.010 0.000 72.443 43.667
RMSEA (Root Mean Square Error Of Approximation)
Mean 0.000
Std Dev 0.000
Number of successful computations 1
Cumulative Distribution Function
Value Function Value
0.990 1.000
0.980 1.000
0.950 1.000
0.900 1.000
0.800 1.000
0.700 1.000
0.500 1.000
0.300 1.000
0.200 1.000
0.100 1.000
0.050 1.000
0.020 1.000
0.010 1.000
CFI/TLI
CFI
Mean 1.000
Std Dev 0.000
Number of successful computations 1
Cumulative Distribution Function
Value Function Value
0.990 0.000
0.980 0.000
0.950 0.000
0.900 0.000
0.800 0.000
0.700 0.000
0.500 0.000
0.300 0.000
0.200 0.000
0.100 0.000
0.050 0.000
0.020 0.000
0.010 0.000
TLI
Mean 1.000
Std Dev 0.000
Number of successful computations 1
Cumulative Distribution Function
Value Function Value
0.990 0.000
0.980 0.000
0.950 0.000
0.900 0.000
0.800 0.000
0.700 0.000
0.500 0.000
0.300 0.000
0.200 0.000
0.100 0.000
0.050 0.000
0.020 0.000
0.010 0.000
SRMR (Standardized Root Mean Square Residual)
Mean 0.092
Std Dev 0.000
Number of successful computations 1
Cumulative Distribution Function
Value Function Value
0.990 1.000
0.980 1.000
0.950 1.000
0.900 1.000
0.800 1.000
0.700 1.000
0.500 1.000
0.300 1.000
0.200 1.000
0.100 1.000
0.050 0.000
0.020 0.000
0.010 0.000
MODEL RESULTS
ESTIMATES S. E. M. S. E. 95% % Sig
Population Average Std. Dev. Average Cover Coeff
Group G1
F1 BY
Y1 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y2 1.000 1.0148 0.0000 0.0202 0.0002 1.000 1.000
Y3 1.000 1.0096 0.0000 0.0240 0.0001 1.000 1.000
F2 BY
Y4 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y5 1.000 1.0006 0.0000 0.0180 0.0000 1.000 1.000
Y6 1.000 1.0076 0.0000 0.0185 0.0001 1.000 1.000
F1 ON
X1 0.500 0.5013 0.0000 0.0258 0.0000 1.000 1.000
X2 0.600 0.5706 0.0000 0.0306 0.0009 1.000 1.000
X3 0.700 0.6908 0.0000 0.0386 0.0001 1.000 1.000
F2 ON
X1 0.700 0.6642 0.0000 0.0245 0.0013 1.000 1.000
X2 0.600 0.5888 0.0000 0.0283 0.0001 1.000 1.000
X3 0.500 0.4215 0.0000 0.0388 0.0062 0.000 1.000
F1 WITH
F2 0.250 0.2246 0.0000 0.0389 0.0006 1.000 1.000
Intercepts
Y1 0.000 0.0720 0.0000 0.0937 0.0052 1.000 0.000
Y2 0.000 0.0506 0.0000 0.0948 0.0026 1.000 0.000
Y3 0.000 0.0719 0.0000 0.0673 0.0052 1.000 0.000
Y4 0.000 0.1915 0.0000 0.0945 0.0367 0.000 1.000
Y5 0.000 0.1753 0.0000 0.0932 0.0307 1.000 0.000
Y6 0.000 0.1577 0.0000 0.0948 0.0249 1.000 0.000
F1 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
F2 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
Residual Variances
Y1 0.500 0.5246 0.0000 0.0456 0.0006 1.000 1.000
Y2 0.500 0.5166 0.0000 0.0460 0.0003 1.000 1.000
Y3 0.500 0.4785 0.0000 0.0440 0.0005 1.000 1.000
Y4 0.500 0.5543 0.0000 0.0464 0.0030 1.000 1.000
Y5 0.500 0.3955 0.0000 0.0377 0.0109 0.000 1.000
Y6 0.500 0.5167 0.0000 0.0443 0.0003 1.000 1.000
F1 0.700 0.7346 0.0000 0.0602 0.0012 1.000 1.000
F2 0.700 0.6158 0.0000 0.0518 0.0071 1.000 1.000
Group G2
F1 BY
Y1 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y2 1.000 1.0148 0.0000 0.0202 0.0002 1.000 1.000
Y3 0.500 0.4824 0.0000 0.0180 0.0003 1.000 1.000
F2 BY
Y4 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y5 1.000 1.0006 0.0000 0.0180 0.0000 1.000 1.000
Y6 1.000 1.0076 0.0000 0.0185 0.0001 1.000 1.000
F1 ON
X1 0.500 0.4398 0.0000 0.0237 0.0036 0.000 1.000
X2 0.600 0.5974 0.0000 0.0282 0.0000 1.000 1.000
X3 0.700 0.6420 0.0000 0.0385 0.0034 1.000 1.000
F2 ON
X1 0.700 0.6814 0.0000 0.0239 0.0003 1.000 1.000
X2 0.600 0.6381 0.0000 0.0277 0.0014 1.000 1.000
X3 0.500 0.5050 0.0000 0.0373 0.0000 1.000 1.000
F1 WITH
F2 0.250 0.2792 0.0000 0.0404 0.0009 1.000 1.000
Intercepts
Y1 0.000 0.0720 0.0000 0.0937 0.0052 1.000 0.000
Y2 0.000 0.0506 0.0000 0.0948 0.0026 1.000 0.000
Y3 0.000 0.0719 0.0000 0.0673 0.0052 1.000 0.000
Y4 0.000 0.1915 0.0000 0.0945 0.0367 0.000 1.000
Y5 0.000 0.1753 0.0000 0.0932 0.0307 1.000 0.000
Y6 0.000 0.1577 0.0000 0.0948 0.0249 1.000 0.000
F1 0.000 0.0082 0.0000 0.1287 0.0001 1.000 0.000
F2 0.000 -0.2472 0.0000 0.1254 0.0611 0.000 1.000
Residual Variances
Y1 0.500 0.4924 0.0000 0.0458 0.0001 1.000 1.000
Y2 0.500 0.5046 0.0000 0.0467 0.0000 1.000 1.000
Y3 0.500 0.4660 0.0000 0.0295 0.0012 1.000 1.000
Y4 0.500 0.6166 0.0000 0.0469 0.0136 0.000 1.000
Y5 0.500 0.5121 0.0000 0.0420 0.0001 1.000 1.000
Y6 0.500 0.4860 0.0000 0.0412 0.0002 1.000 1.000
F1 0.700 0.7454 0.0000 0.0595 0.0021 1.000 1.000
F2 0.700 0.7392 0.0000 0.0559 0.0015 1.000 1.000
QUALITY OF NUMERICAL RESULTS
Average Condition Number for the Information Matrix 0.185E-02
(ratio of smallest to largest eigenvalue)
TECHNICAL OUTPUT
PARAMETER SPECIFICATION FOR G1
NU
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
1 2 3 4 5
NU
Y6 X1 X2 X3
________ ________ ________ ________
6 0 0 0
LAMBDA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
Y1 0 0 0 0 0
Y2 7 0 0 0 0
Y3 8 0 0 0 0
Y4 0 0 0 0 0
Y5 0 9 0 0 0
Y6 0 10 0 0 0
X1 0 0 0 0 0
X2 0 0 0 0 0
X3 0 0 0 0 0
THETA
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
Y1 11
Y2 0 12
Y3 0 0 13
Y4 0 0 0 14
Y5 0 0 0 0 15
Y6 0 0 0 0 0
X1 0 0 0 0 0
X2 0 0 0 0 0
X3 0 0 0 0 0
THETA
Y6 X1 X2 X3
________ ________ ________ ________
Y6 16
X1 0 0
X2 0 0 0
X3 0 0 0 0
ALPHA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
0 0 0 0 0
BETA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
F1 0 0 17 18 19
F2 0 0 20 21 22
X1 0 0 0 0 0
X2 0 0 0 0 0
X3 0 0 0 0 0
PSI
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
F1 23
F2 24 25
X1 0 0 0
X2 0 0 0 0
X3 0 0 0 0 0
PARAMETER SPECIFICATION FOR G2
NU
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
1 2 3 4 5
NU
Y6 X1 X2 X3
________ ________ ________ ________
6 0 0 0
LAMBDA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
Y1 0 0 0 0 0
Y2 7 0 0 0 0
Y3 26 0 0 0 0
Y4 0 0 0 0 0
Y5 0 9 0 0 0
Y6 0 10 0 0 0
X1 0 0 0 0 0
X2 0 0 0 0 0
X3 0 0 0 0 0
THETA
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
Y1 27
Y2 0 28
Y3 0 0 29
Y4 0 0 0 30
Y5 0 0 0 0 31
Y6 0 0 0 0 0
X1 0 0 0 0 0
X2 0 0 0 0 0
X3 0 0 0 0 0
THETA
Y6 X1 X2 X3
________ ________ ________ ________
Y6 32
X1 0 0
X2 0 0 0
X3 0 0 0 0
ALPHA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
33 34 0 0 0
BETA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
F1 0 0 35 36 37
F2 0 0 38 39 40
X1 0 0 0 0 0
X2 0 0 0 0 0
X3 0 0 0 0 0
PSI
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
F1 41
F2 42 43
X1 0 0 0
X2 0 0 0 0
X3 0 0 0 0 0
STARTING VALUES FOR G1
NU
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
Y6 X1 X2 X3
________ ________ ________ ________
0.000 0.000 0.000 0.000
LAMBDA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
Y1 1.000 0.000 0.000 0.000 0.000
Y2 1.035 0.000 0.000 0.000 0.000
Y3 1.021 0.000 0.000 0.000 0.000
Y4 0.000 1.000 0.000 0.000 0.000
Y5 0.000 0.984 0.000 0.000 0.000
Y6 0.000 0.972 0.000 0.000 0.000
X1 0.000 0.000 1.000 0.000 0.000
X2 0.000 0.000 0.000 1.000 0.000
X3 0.000 0.000 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
Y1 0.500
Y2 0.000 0.500
Y3 0.000 0.000 0.500
Y4 0.000 0.000 0.000 0.500
Y5 0.000 0.000 0.000 0.000 0.500
Y6 0.000 0.000 0.000 0.000 0.000
X1 0.000 0.000 0.000 0.000 0.000
X2 0.000 0.000 0.000 0.000 0.000
X3 0.000 0.000 0.000 0.000 0.000
THETA
Y6 X1 X2 X3
________ ________ ________ ________
Y6 0.500
X1 0.000 0.000
X2 0.000 0.000 0.000
X3 0.000 0.000 0.000 0.000
ALPHA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
0.000 0.000 -0.061 1.033 2.090
BETA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
F1 0.000 0.000 0.500 0.600 0.700
F2 0.000 0.000 0.700 0.600 0.500
X1 0.000 0.000 0.000 0.000 0.000
X2 0.000 0.000 0.000 0.000 0.000
X3 0.000 0.000 0.000 0.000 0.000
PSI
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
F1 0.700
F2 0.250 0.700
X1 0.000 0.000 2.921
X2 0.000 0.000 0.176 2.082
X3 0.000 0.000 -0.151 0.125 1.042
STARTING VALUES FOR G2
NU
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
Y6 X1 X2 X3
________ ________ ________ ________
0.000 0.000 0.000 0.000
LAMBDA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
Y1 1.000 0.000 0.000 0.000 0.000
Y2 1.000 0.000 0.000 0.000 0.000
Y3 0.500 0.000 0.000 0.000 0.000
Y4 0.000 1.000 0.000 0.000 0.000
Y5 0.000 1.025 0.000 0.000 0.000
Y6 0.000 1.025 0.000 0.000 0.000
X1 0.000 0.000 1.000 0.000 0.000
X2 0.000 0.000 0.000 1.000 0.000
X3 0.000 0.000 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
Y1 0.500
Y2 0.000 0.500
Y3 0.000 0.000 0.500
Y4 0.000 0.000 0.000 0.500
Y5 0.000 0.000 0.000 0.000 0.500
Y6 0.000 0.000 0.000 0.000 0.000
X1 0.000 0.000 0.000 0.000 0.000
X2 0.000 0.000 0.000 0.000 0.000
X3 0.000 0.000 0.000 0.000 0.000
THETA
Y6 X1 X2 X3
________ ________ ________ ________
Y6 0.500
X1 0.000 0.000
X2 0.000 0.000 0.000
X3 0.000 0.000 0.000 0.000
ALPHA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
0.000 0.000 -0.033 0.981 1.965
BETA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
F1 0.000 0.000 0.500 0.600 0.700
F2 0.000 0.000 0.700 0.600 0.500
X1 0.000 0.000 0.000 0.000 0.000
X2 0.000 0.000 0.000 0.000 0.000
X3 0.000 0.000 0.000 0.000 0.000
PSI
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
F1 0.700
F2 0.250 0.700
X1 0.000 0.000 2.989
X2 0.000 0.000 0.190 2.144
X3 0.000 0.000 -0.022 0.026 1.123
POPULATION VALUES FOR G1
NU
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
Y6 X1 X2 X3
________ ________ ________ ________
0.000 0.000 0.000 0.000
LAMBDA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
Y1 1.000 0.000 0.000 0.000 0.000
Y2 1.000 0.000 0.000 0.000 0.000
Y3 1.000 0.000 0.000 0.000 0.000
Y4 0.000 1.000 0.000 0.000 0.000
Y5 0.000 1.000 0.000 0.000 0.000
Y6 0.000 1.000 0.000 0.000 0.000
X1 0.000 0.000 1.000 0.000 0.000
X2 0.000 0.000 0.000 1.000 0.000
X3 0.000 0.000 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
Y1 0.500
Y2 0.000 0.500
Y3 0.000 0.000 0.500
Y4 0.000 0.000 0.000 0.500
Y5 0.000 0.000 0.000 0.000 0.500
Y6 0.000 0.000 0.000 0.000 0.000
X1 0.000 0.000 0.000 0.000 0.000
X2 0.000 0.000 0.000 0.000 0.000
X3 0.000 0.000 0.000 0.000 0.000
THETA
Y6 X1 X2 X3
________ ________ ________ ________
Y6 0.500
X1 0.000 0.000
X2 0.000 0.000 0.000
X3 0.000 0.000 0.000 0.000
ALPHA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
0.000 0.000 0.000 1.000 2.000
BETA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
F1 0.000 0.000 0.500 0.600 0.700
F2 0.000 0.000 0.700 0.600 0.500
X1 0.000 0.000 0.000 0.000 0.000
X2 0.000 0.000 0.000 0.000 0.000
X3 0.000 0.000 0.000 0.000 0.000
PSI
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
F1 0.700
F2 0.250 0.700
X1 0.000 0.000 3.000
X2 0.000 0.000 0.000 2.000
X3 0.000 0.000 0.000 0.000 1.000
POPULATION VALUES FOR G2
NU
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
Y6 X1 X2 X3
________ ________ ________ ________
0.000 0.000 0.000 0.000
LAMBDA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
Y1 1.000 0.000 0.000 0.000 0.000
Y2 1.000 0.000 0.000 0.000 0.000
Y3 0.500 0.000 0.000 0.000 0.000
Y4 0.000 1.000 0.000 0.000 0.000
Y5 0.000 1.000 0.000 0.000 0.000
Y6 0.000 1.000 0.000 0.000 0.000
X1 0.000 0.000 1.000 0.000 0.000
X2 0.000 0.000 0.000 1.000 0.000
X3 0.000 0.000 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 Y5
________ ________ ________ ________ ________
Y1 0.500
Y2 0.000 0.500
Y3 0.000 0.000 0.500
Y4 0.000 0.000 0.000 0.500
Y5 0.000 0.000 0.000 0.000 0.500
Y6 0.000 0.000 0.000 0.000 0.000
X1 0.000 0.000 0.000 0.000 0.000
X2 0.000 0.000 0.000 0.000 0.000
X3 0.000 0.000 0.000 0.000 0.000
THETA
Y6 X1 X2 X3
________ ________ ________ ________
Y6 0.500
X1 0.000 0.000
X2 0.000 0.000 0.000
X3 0.000 0.000 0.000 0.000
ALPHA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
0.000 0.000 0.000 1.000 2.000
BETA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
F1 0.000 0.000 0.500 0.600 0.700
F2 0.000 0.000 0.700 0.600 0.500
X1 0.000 0.000 0.000 0.000 0.000
X2 0.000 0.000 0.000 0.000 0.000
X3 0.000 0.000 0.000 0.000 0.000
PSI
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
F1 0.700
F2 0.250 0.700
X1 0.000 0.000 3.000
X2 0.000 0.000 0.000 2.000
X3 0.000 0.000 0.000 0.000 1.000
TECHNICAL 9 OUTPUT
Error messages for each replication (if any)
SAVEDATA INFORMATION
Order of variables
Y1
Y2
Y3
Y4
Y5
Y6
X1
X2
X3
GROUP
Save file
ex5.14.dat
Save file format Free
Save file record length 10000
Beginning Time: 22:23:01
Ending Time: 22:23:01
Elapsed Time: 00:00:00
MUTHEN & MUTHEN
3463 Stoner Ave.
Los Angeles, CA 90066
Tel: (310) 391-9971
Fax: (310) 391-8971
Web: www.StatModel.com
Support: Support@StatModel.com
Copyright (c) 1998-2022 Muthen & Muthen