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 = ex5.15.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;
[y3*1];
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;
[y3*1];
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 1.963 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 44
Loglikelihood
H0 Value
Mean -8812.330
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 -8812.330 -8812.330
0.980 0.000 -8812.330 -8812.330
0.950 0.000 -8812.330 -8812.330
0.900 0.000 -8812.330 -8812.330
0.800 0.000 -8812.330 -8812.330
0.700 0.000 -8812.330 -8812.330
0.500 0.000 -8812.330 -8812.330
0.300 0.000 -8812.330 -8812.330
0.200 0.000 -8812.330 -8812.330
0.100 0.000 -8812.330 -8812.330
0.050 0.000 -8812.330 -8812.330
0.020 0.000 -8812.330 -8812.330
0.010 0.000 -8812.330 -8812.330
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 17712.660
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 17712.660 17712.660
0.980 0.000 17712.660 17712.660
0.950 0.000 17712.660 17712.660
0.900 0.000 17712.660 17712.660
0.800 0.000 17712.660 17712.660
0.700 0.000 17712.660 17712.660
0.500 0.000 17712.660 17712.660
0.300 0.000 17712.660 17712.660
0.200 0.000 17712.660 17712.660
0.100 0.000 17712.660 17712.660
0.050 0.000 17712.660 17712.660
0.020 0.000 17712.660 17712.660
0.010 0.000 17712.660 17712.660
Bayesian (BIC)
Mean 17932.795
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 17932.795 17932.795
0.980 0.000 17932.795 17932.795
0.950 0.000 17932.795 17932.795
0.900 0.000 17932.795 17932.795
0.800 0.000 17932.795 17932.795
0.700 0.000 17932.795 17932.795
0.500 0.000 17932.795 17932.795
0.300 0.000 17932.795 17932.795
0.200 0.000 17932.795 17932.795
0.100 0.000 17932.795 17932.795
0.050 0.000 17932.795 17932.795
0.020 0.000 17932.795 17932.795
0.010 0.000 17932.795 17932.795
Sample-Size Adjusted BIC (n* = (n + 2) / 24)
Mean 17793.041
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 17793.041 17793.041
0.980 0.000 17793.041 17793.041
0.950 0.000 17793.041 17793.041
0.900 0.000 17793.041 17793.041
0.800 0.000 17793.041 17793.041
0.700 0.000 17793.041 17793.041
0.500 0.000 17793.041 17793.041
0.300 0.000 17793.041 17793.041
0.200 0.000 17793.041 17793.041
0.100 0.000 17793.041 17793.041
0.050 0.000 17793.041 17793.041
0.020 0.000 17793.041 17793.041
0.010 0.000 17793.041 17793.041
Chi-Square Test of Model Fit
Degrees of freedom 46
Mean 43.569
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 1.000 26.657 43.569
0.980 1.000 28.505 43.569
0.950 1.000 31.439 43.569
0.900 1.000 34.215 43.569
0.800 1.000 37.795 43.569
0.700 1.000 40.529 43.569
0.500 0.000 45.335 43.569
0.300 0.000 50.507 43.569
0.200 0.000 53.818 43.569
0.100 0.000 58.641 43.569
0.050 0.000 62.830 43.569
0.020 0.000 67.771 43.569
0.010 0.000 71.201 43.569
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 0.116
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 0.000
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 1.0131 0.0000 0.0266 0.0002 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 0.5009 0.0000 0.0258 0.0000 1.000 1.000
X2 0.600 0.5712 0.0000 0.0306 0.0008 1.000 1.000
X3 0.700 0.6968 0.0000 0.0429 0.0000 1.000 1.000
F2 ON
X1 0.700 0.6642 0.0000 0.0245 0.0013 1.000 1.000
X2 0.600 0.5891 0.0000 0.0283 0.0001 1.000 1.000
X3 0.500 0.4232 0.0000 0.0392 0.0059 1.000 1.000
F1 WITH
F2 0.250 0.2244 0.0000 0.0389 0.0007 1.000 1.000
Intercepts
Y1 0.000 0.0571 0.0000 0.1048 0.0033 1.000 0.000
Y2 0.000 0.0355 0.0000 0.1061 0.0013 1.000 0.000
Y3 0.000 0.0452 0.0000 0.1085 0.0020 1.000 0.000
Y4 0.000 0.1868 0.0000 0.0957 0.0349 1.000 0.000
Y5 0.000 0.1705 0.0000 0.0944 0.0291 1.000 0.000
Y6 0.000 0.1529 0.0000 0.0960 0.0234 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 0.5253 0.0000 0.0457 0.0006 1.000 1.000
Y2 0.500 0.5175 0.0000 0.0461 0.0003 1.000 1.000
Y3 0.500 0.4770 0.0000 0.0442 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 0.7327 0.0000 0.0604 0.0011 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 0.4800 0.0000 0.0195 0.0004 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 0.4400 0.0000 0.0237 0.0036 0.000 1.000
X2 0.600 0.5977 0.0000 0.0283 0.0000 1.000 1.000
X3 0.700 0.6424 0.0000 0.0386 0.0033 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 0.2794 0.0000 0.0404 0.0009 1.000 1.000
Intercepts
Y1 0.000 0.0571 0.0000 0.1048 0.0033 1.000 0.000
Y2 0.000 0.0355 0.0000 0.1061 0.0013 1.000 0.000
Y3 1.000 1.0723 0.0000 0.0670 0.0052 1.000 1.000
Y4 0.000 0.1868 0.0000 0.0957 0.0349 1.000 0.000
Y5 0.000 0.1705 0.0000 0.0944 0.0291 1.000 0.000
Y6 0.000 0.1529 0.0000 0.0960 0.0234 1.000 0.000
F1 0.000 0.0213 0.0000 0.1352 0.0005 1.000 0.000
F2 0.000 -0.2424 0.0000 0.1263 0.0588 1.000 0.000
Residual Variances
Y1 0.500 0.4921 0.0000 0.0459 0.0001 1.000 1.000
Y2 0.500 0.5042 0.0000 0.0467 0.0000 1.000 1.000
Y3 0.500 0.4664 0.0000 0.0296 0.0011 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 0.4859 0.0000 0.0412 0.0002 1.000 1.000
F1 0.700 0.7464 0.0000 0.0596 0.0022 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 0.146E-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 26 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 27 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 28
Y2 0 29
Y3 0 0 30
Y4 0 0 0 31
Y5 0 0 0 0 32
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 33
X1 0 0
X2 0 0 0
X3 0 0 0 0
ALPHA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
34 35 0 0 0
BETA
F1 F2 X1 X2 X3
________ ________ ________ ________ ________
F1 0 0 36 37 38
F2 0 0 39 40 41
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 42
F2 43 44
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 1.000 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 1.000 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
ex5.15.dat
Save file format Free
Save file record length 10000
Beginning Time: 22:23:01
Ending Time: 22:23:02
Elapsed Time: 00:00:01
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