Mplus VERSION 8.8
MUTHEN & MUTHEN
04/19/2022 10:46 PM
INPUT INSTRUCTIONS
TITLE: this is an example of a two-level CFA with
continuous factor indicators with two
factors on the within level and one factor
on the between level????
montecarlo:
names are u1-u6 x1 x2 w y1-y4;
generate = u1-u6(1);
categorical = u1-u6;
nobservations = 1000;
ncsizes = 3;
csizes = 40 (5) 50 (10) 20 (15);
seed = 58459;
nreps = 1;
save = ex9.9.dat;
within = x1 x2;
between = w y1-y4;
ANALYSIS:
TYPE = TWOLEVEL;
estimator = wlsmv;
processors = 2;
MODEL POPULATION:
%WITHIN%
x1-x2@1;
fw1 by u1@1 u2-u3*1;
fw2 by u4@1 u5-u6*1;
fw1-fw2*1;
fw1 on x1*.5 x2*.7;
fw2 on x1*.7 x2*.5;
%BETWEEN%
[w@0]; w*1;
fb BY u1@1 u2-u6*1;
u1-u6*.3;
fb*.5;
fb on w*1 f*.5;
f by y1@1 y2-y4*1;
y1-y4*.5;
f*.5;
f on w*.25;
MODEL:
%WITHIN%
fw1 by u1@1 u2-u3*1;
fw2 by u4@1 u5-u6*1;
fw1-fw2*1;
fw1 on x1*.5 x2*.7;
fw2 on x1*.7 x2*.5;
%BETWEEN%
fb BY u1@1 u2-u6*1;
u1-u6*.3;
fb*.5;
fb on w*1 f*.5;
f by y1@1 y2-y4*1;
y1-y4*.5;
f*.5;
f on w*.25;
output:
tech9;
INPUT READING TERMINATED NORMALLY
this is an example of a two-level CFA with
continuous factor indicators with two
factors on the within level and one factor
on the between level????
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 1000
Number of replications
Requested 1
Completed 1
Value of seed 58459
Number of dependent variables 10
Number of independent variables 3
Number of continuous latent variables 4
Observed dependent variables
Continuous
Y1 Y2 Y3 Y4
Binary and ordered categorical (ordinal)
U1 U2 U3 U4 U5 U6
Observed independent variables
X1 X2 W
Continuous latent variables
FW1 FW2 FB F
Variables with special functions
Within variables
X1 X2
Between variables
W Y1 Y2 Y3 Y4
Estimator WLSMV
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
Maximum number of iterations 1000
Convergence criterion 0.100D-05
Optimization Specifications for the EM Algorithm
Maximum number of iterations 500
Convergence criteria
Loglikelihood change 0.100D-02
Relative loglikelihood change 0.100D-05
Derivative 0.100D-02
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-02
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-02
Basis for M step termination ITERATION
Maximum value for logit thresholds 10
Minimum value for logit thresholds -10
Minimum expected cell size for chi-square 0.100D-01
Optimization algorithm EMA/FS
Integration Specifications
Type STANDARD
Number of integration points 7
Dimensions of numerical integration 0
Adaptive quadrature ON
Link PROBIT
Cholesky ON
SUMMARY OF DATA FOR THE FIRST REPLICATION
Cluster information
Size (s) Number of clusters of Size s
5 40
10 50
15 20
SAMPLE STATISTICS FOR THE FIRST REPLICATION
ESTIMATED SAMPLE STATISTICS
MEANS/INTERCEPTS/THRESHOLDS
U1$1 U2$1 U3$1 U4$1 U5$1
________ ________ ________ ________ ________
-0.080 -0.173 -0.112 -0.085 -0.067
MEANS/INTERCEPTS/THRESHOLDS
U6$1 Y1 Y2 Y3 Y4
________ ________ ________ ________ ________
0.071 0.063 -0.056 -0.048 -0.010
SLOPES
X1 X2 W
________ ________ ________
U1 0.357 0.492 0.709
U2 0.340 0.433 0.768
U3 0.346 0.454 0.858
U4 0.447 0.350 0.736
U5 0.511 0.413 0.930
U6 0.442 0.371 0.775
Y1 0.000 0.000 0.295
Y2 0.000 0.000 0.262
Y3 0.000 0.000 0.401
Y4 0.000 0.000 0.307
WITHIN LEVEL VARIANCE/COVARIANCE
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
U1 1.000
U2 0.446 1.000
U3 0.556 0.515 1.000
U4 -0.060 -0.032 -0.020 1.000
U5 -0.147 0.010 0.074 0.575 1.000
U6 -0.040 -0.019 0.067 0.576 0.520
Y1 0.000 0.000 0.000 0.000 0.000
Y2 0.000 0.000 0.000 0.000 0.000
Y3 0.000 0.000 0.000 0.000 0.000
Y4 0.000 0.000 0.000 0.000 0.000
WITHIN LEVEL VARIANCE/COVARIANCE
U6 Y1 Y2 Y3 Y4
________ ________ ________ ________ ________
U6 1.000
Y1 0.000 0.000
Y2 0.000 0.000 0.000
Y3 0.000 0.000 0.000 0.000
Y4 0.000 0.000 0.000 0.000 0.000
WITHIN LEVEL CORRELATION
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
U1 1.000
U2 0.446 1.000
U3 0.556 0.515 1.000
U4 -0.060 -0.032 -0.020 1.000
U5 -0.147 0.010 0.074 0.575 1.000
U6 -0.040 -0.019 0.067 0.576 0.520
Y1 0.000 0.000 0.000 0.000 0.000
Y2 0.000 0.000 0.000 0.000 0.000
Y3 0.000 0.000 0.000 0.000 0.000
Y4 0.000 0.000 0.000 0.000 0.000
WITHIN LEVEL CORRELATION
U6 Y1 Y2 Y3 Y4
________ ________ ________ ________ ________
U6 1.000
Y1 0.000 0.000
Y2 0.000 0.000 0.000
Y3 0.000 0.000 0.000 0.000
Y4 0.000 0.000 0.000 0.000 0.000
BETWEEN LEVEL VARIANCE/COVARIANCE
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
U1 0.603
U2 0.338 0.350
U3 0.406 0.272 0.449
U4 0.393 0.275 0.288 0.447
U5 0.286 0.222 0.274 0.305 0.464
U6 0.303 0.271 0.203 0.308 0.319
Y1 0.143 0.099 0.195 0.254 0.267
Y2 0.264 0.229 0.269 0.343 0.270
Y3 0.140 0.072 0.202 0.205 0.095
Y4 0.336 0.281 0.282 0.432 0.196
BETWEEN LEVEL VARIANCE/COVARIANCE
U6 Y1 Y2 Y3 Y4
________ ________ ________ ________ ________
U6 0.393
Y1 0.158 0.775
Y2 0.188 0.368 0.955
Y3 0.053 0.346 0.395 0.872
Y4 0.195 0.449 0.481 0.508 1.069
BETWEEN LEVEL CORRELATION
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
U1 1.000
U2 0.736 1.000
U3 0.780 0.687 1.000
U4 0.757 0.696 0.642 1.000
U5 0.541 0.551 0.600 0.670 1.000
U6 0.622 0.731 0.482 0.734 0.746
Y1 0.210 0.191 0.331 0.431 0.446
Y2 0.348 0.395 0.411 0.524 0.405
Y3 0.193 0.130 0.322 0.328 0.149
Y4 0.418 0.460 0.407 0.624 0.278
BETWEEN LEVEL CORRELATION
U6 Y1 Y2 Y3 Y4
________ ________ ________ ________ ________
U6 1.000
Y1 0.287 1.000
Y2 0.307 0.428 1.000
Y3 0.091 0.421 0.433 1.000
Y4 0.301 0.493 0.476 0.526 1.000
MODEL FIT INFORMATION
Number of Free Parameters 44
Chi-Square Test of Model Fit
Degrees of freedom 58
Mean 69.697
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 1.000 35.913 69.697
0.980 1.000 38.078 69.697
0.950 1.000 41.492 69.697
0.900 1.000 44.696 69.697
0.800 1.000 48.797 69.697
0.700 1.000 51.906 69.697
0.500 1.000 57.335 69.697
0.300 1.000 63.129 69.697
0.200 1.000 66.816 69.697
0.100 0.000 72.160 69.697
0.050 0.000 76.778 69.697
0.020 0.000 82.201 69.697
0.010 0.000 85.950 69.697
RMSEA (Root Mean Square Error Of Approximation)
Mean 0.014
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 0.000
CFI/TLI
CFI
Mean 0.990
Std Dev 0.000
Number of successful computations 1
Cumulative Distribution Function
Value Function Value
0.990 1.000
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 0.986
Std Dev 0.000
Number of successful computations 1
Cumulative Distribution Function
Value Function Value
0.990 1.000
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) for the WITHIN level
Mean 0.038
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 0.000
0.010 0.000
SRMR (Standardized Root Mean Square Residual) for the BETWEEN level
Mean 0.086
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
Within Level
FW1 BY
U1 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
U2 1.000 0.8273 0.0000 0.1463 0.0298 1.000 1.000
U3 1.000 1.0291 0.0000 0.2003 0.0008 1.000 1.000
FW2 BY
U4 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
U5 1.000 1.1125 0.0000 0.1983 0.0127 1.000 1.000
U6 1.000 0.9523 0.0000 0.1364 0.0023 1.000 1.000
FW1 ON
X1 0.500 0.5250 0.0000 0.0734 0.0006 1.000 1.000
X2 0.700 0.6941 0.0000 0.0979 0.0000 1.000 1.000
FW2 ON
X1 0.700 0.6917 0.0000 0.0905 0.0001 1.000 1.000
X2 0.500 0.5586 0.0000 0.0773 0.0034 1.000 1.000
FW2 WITH
FW1 0.000 -0.0339 0.0000 0.0788 0.0011 1.000 0.000
Residual Variances
FW1 1.000 1.1570 0.0000 0.3027 0.0246 1.000 1.000
FW2 1.000 1.2397 0.0000 0.2658 0.0574 1.000 1.000
Between Level
FB BY
U1 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
U2 1.000 0.7977 0.0000 0.1346 0.0409 1.000 1.000
U3 1.000 1.0066 0.0000 0.1725 0.0000 1.000 1.000
U4 1.000 1.0625 0.0000 0.1821 0.0039 1.000 1.000
U5 1.000 1.0502 0.0000 0.2051 0.0025 1.000 1.000
U6 1.000 0.8452 0.0000 0.1631 0.0239 1.000 1.000
F BY
Y1 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y2 1.000 1.2246 0.0000 0.2463 0.0504 1.000 1.000
Y3 1.000 0.9006 0.0000 0.1998 0.0099 1.000 1.000
Y4 1.000 1.4122 0.0000 0.2685 0.1699 1.000 1.000
FB ON
F 0.500 0.8728 0.0000 0.2432 0.1390 1.000 1.000
FB ON
W 1.000 1.0034 0.0000 0.1597 0.0000 1.000 1.000
F ON
W 0.250 0.2592 0.0000 0.0784 0.0001 1.000 1.000
Intercepts
Y1 0.000 0.0626 0.0000 0.0845 0.0039 1.000 0.000
Y2 0.000 -0.0562 0.0000 0.0953 0.0032 1.000 0.000
Y3 0.000 -0.0479 0.0000 0.0908 0.0023 1.000 0.000
Y4 0.000 -0.0099 0.0000 0.1067 0.0001 1.000 0.000
Thresholds
U1$1 0.000 -0.1177 0.0000 0.1365 0.0139 1.000 0.000
U2$1 0.000 -0.2321 0.0000 0.1060 0.0539 0.000 1.000
U3$1 0.000 -0.1677 0.0000 0.1301 0.0281 1.000 0.000
U4$1 0.000 -0.1279 0.0000 0.1239 0.0164 1.000 0.000
U5$1 0.000 -0.1068 0.0000 0.1369 0.0114 1.000 0.000
U6$1 0.000 0.1034 0.0000 0.1175 0.0107 1.000 0.000
Residual Variances
U1 0.300 0.6119 0.0000 0.2352 0.0973 1.000 1.000
U2 0.300 0.1886 0.0000 0.1244 0.0124 1.000 0.000
U3 0.300 0.3016 0.0000 0.1621 0.0000 1.000 0.000
U4 0.300 0.2244 0.0000 0.1305 0.0057 1.000 0.000
U5 0.300 0.4163 0.0000 0.2097 0.0135 1.000 1.000
U6 0.300 0.3436 0.0000 0.1433 0.0019 1.000 1.000
Y1 0.500 0.4467 0.0000 0.0767 0.0028 1.000 1.000
Y2 0.500 0.4636 0.0000 0.0948 0.0013 1.000 1.000
Y3 0.500 0.6058 0.0000 0.1040 0.0112 1.000 1.000
Y4 0.500 0.4150 0.0000 0.0988 0.0072 1.000 1.000
FB 0.500 0.4389 0.0000 0.1432 0.0037 1.000 1.000
F 0.500 0.3280 0.0000 0.0973 0.0296 1.000 1.000
QUALITY OF NUMERICAL RESULTS
Average Condition Number for the Information Matrix 0.124E-02
(ratio of smallest to largest eigenvalue)
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION FOR WITHIN
TAU
U1$1 U2$1 U3$1 U4$1 U5$1
________ ________ ________ ________ ________
0 0 0 0 0
TAU
U6$1
________
0
NU
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
0 0 0 0 0
NU
U6 X1 X2
________ ________ ________
0 0 0
LAMBDA
FW1 FW2 X1 X2
________ ________ ________ ________
U1 0 0 0 0
U2 1 0 0 0
U3 2 0 0 0
U4 0 0 0 0
U5 0 3 0 0
U6 0 4 0 0
X1 0 0 0 0
X2 0 0 0 0
THETA
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
U1 0
U2 0 0
U3 0 0 0
U4 0 0 0 0
U5 0 0 0 0 0
U6 0 0 0 0 0
X1 0 0 0 0 0
X2 0 0 0 0 0
THETA
U6 X1 X2
________ ________ ________
U6 0
X1 0 0
X2 0 0 0
ALPHA
FW1 FW2 X1 X2
________ ________ ________ ________
0 0 0 0
BETA
FW1 FW2 X1 X2
________ ________ ________ ________
FW1 0 0 5 6
FW2 0 0 7 8
X1 0 0 0 0
X2 0 0 0 0
PSI
FW1 FW2 X1 X2
________ ________ ________ ________
FW1 9
FW2 10 11
X1 0 0 0
X2 0 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN
TAU
U1$1 U2$1 U3$1 U4$1 U5$1
________ ________ ________ ________ ________
39 40 41 42 43
TAU
U6$1
________
44
NU
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
0 0 0 0 0
NU
U6 Y1 Y2 Y3 Y4
________ ________ ________ ________ ________
0 12 13 14 15
NU
W
________
0
LAMBDA
FB F W
________ ________ ________
U1 0 0 0
U2 16 0 0
U3 17 0 0
U4 18 0 0
U5 19 0 0
U6 20 0 0
Y1 0 0 0
Y2 0 21 0
Y3 0 22 0
Y4 0 23 0
W 0 0 0
THETA
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
U1 24
U2 0 25
U3 0 0 26
U4 0 0 0 27
U5 0 0 0 0 28
U6 0 0 0 0 0
Y1 0 0 0 0 0
Y2 0 0 0 0 0
Y3 0 0 0 0 0
Y4 0 0 0 0 0
W 0 0 0 0 0
THETA
U6 Y1 Y2 Y3 Y4
________ ________ ________ ________ ________
U6 29
Y1 0 30
Y2 0 0 31
Y3 0 0 0 32
Y4 0 0 0 0 33
W 0 0 0 0 0
THETA
W
________
W 0
ALPHA
FB F W
________ ________ ________
0 0 0
BETA
FB F W
________ ________ ________
FB 0 34 35
F 0 0 36
W 0 0 0
PSI
FB F W
________ ________ ________
FB 37
F 0 38
W 0 0 0
STARTING VALUES FOR WITHIN
TAU
U1$1 U2$1 U3$1 U4$1 U5$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU
U6$1
________
0.000
NU
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U6 X1 X2
________ ________ ________
0.000 0.000 0.000
LAMBDA
FW1 FW2 X1 X2
________ ________ ________ ________
U1 1.000 0.000 0.000 0.000
U2 1.000 0.000 0.000 0.000
U3 1.000 0.000 0.000 0.000
U4 0.000 1.000 0.000 0.000
U5 0.000 1.000 0.000 0.000
U6 0.000 1.000 0.000 0.000
X1 0.000 0.000 1.000 0.000
X2 0.000 0.000 0.000 1.000
THETA
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
U1 1.000
U2 0.000 1.000
U3 0.000 0.000 1.000
U4 0.000 0.000 0.000 1.000
U5 0.000 0.000 0.000 0.000 1.000
U6 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
THETA
U6 X1 X2
________ ________ ________
U6 1.000
X1 0.000 0.000
X2 0.000 0.000 0.000
ALPHA
FW1 FW2 X1 X2
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
FW1 FW2 X1 X2
________ ________ ________ ________
FW1 0.000 0.000 0.500 0.700
FW2 0.000 0.000 0.700 0.500
X1 0.000 0.000 0.000 0.000
X2 0.000 0.000 0.000 0.000
PSI
FW1 FW2 X1 X2
________ ________ ________ ________
FW1 1.000
FW2 0.000 1.000
X1 0.000 0.000 0.500
X2 0.000 0.000 0.000 0.500
STARTING VALUES FOR BETWEEN
TAU
U1$1 U2$1 U3$1 U4$1 U5$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU
U6$1
________
0.000
NU
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U6 Y1 Y2 Y3 Y4
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
W
________
0.000
LAMBDA
FB F W
________ ________ ________
U1 1.000 0.000 0.000
U2 1.000 0.000 0.000
U3 1.000 0.000 0.000
U4 1.000 0.000 0.000
U5 1.000 0.000 0.000
U6 1.000 0.000 0.000
Y1 0.000 1.000 0.000
Y2 0.000 1.000 0.000
Y3 0.000 1.000 0.000
Y4 0.000 1.000 0.000
W 0.000 0.000 1.000
THETA
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
U1 0.300
U2 0.000 0.300
U3 0.000 0.000 0.300
U4 0.000 0.000 0.000 0.300
U5 0.000 0.000 0.000 0.000 0.300
U6 0.000 0.000 0.000 0.000 0.000
Y1 0.000 0.000 0.000 0.000 0.000
Y2 0.000 0.000 0.000 0.000 0.000
Y3 0.000 0.000 0.000 0.000 0.000
Y4 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U6 Y1 Y2 Y3 Y4
________ ________ ________ ________ ________
U6 0.300
Y1 0.000 0.500
Y2 0.000 0.000 0.500
Y3 0.000 0.000 0.000 0.500
Y4 0.000 0.000 0.000 0.000 0.500
W 0.000 0.000 0.000 0.000 0.000
THETA
W
________
W 0.000
ALPHA
FB F W
________ ________ ________
0.000 0.000 0.000
BETA
FB F W
________ ________ ________
FB 0.000 0.500 1.000
F 0.000 0.000 0.250
W 0.000 0.000 0.000
PSI
FB F W
________ ________ ________
FB 0.500
F 0.000 0.500
W 0.000 0.000 0.500
POPULATION VALUES FOR WITHIN
TAU
U1$1 U2$1 U3$1 U4$1 U5$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU
U6$1
________
0.000
NU
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U6 X1 X2
________ ________ ________
0.000 0.000 0.000
LAMBDA
FW1 FW2 X1 X2
________ ________ ________ ________
U1 1.000 0.000 0.000 0.000
U2 1.000 0.000 0.000 0.000
U3 1.000 0.000 0.000 0.000
U4 0.000 1.000 0.000 0.000
U5 0.000 1.000 0.000 0.000
U6 0.000 1.000 0.000 0.000
X1 0.000 0.000 1.000 0.000
X2 0.000 0.000 0.000 1.000
THETA
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
U1 0.000
U2 0.000 0.000
U3 0.000 0.000 0.000
U4 0.000 0.000 0.000 0.000
U5 0.000 0.000 0.000 0.000 0.000
U6 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
THETA
U6 X1 X2
________ ________ ________
U6 0.000
X1 0.000 0.000
X2 0.000 0.000 0.000
ALPHA
FW1 FW2 X1 X2
________ ________ ________ ________
0.000 0.000 0.000 0.000
BETA
FW1 FW2 X1 X2
________ ________ ________ ________
FW1 0.000 0.000 0.500 0.700
FW2 0.000 0.000 0.700 0.500
X1 0.000 0.000 0.000 0.000
X2 0.000 0.000 0.000 0.000
PSI
FW1 FW2 X1 X2
________ ________ ________ ________
FW1 1.000
FW2 0.000 1.000
X1 0.000 0.000 1.000
X2 0.000 0.000 0.000 1.000
POPULATION VALUES FOR BETWEEN
TAU
U1$1 U2$1 U3$1 U4$1 U5$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU
U6$1
________
0.000
NU
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U6 Y1 Y2 Y3 Y4
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
W
________
0.000
LAMBDA
FB F W
________ ________ ________
U1 1.000 0.000 0.000
U2 1.000 0.000 0.000
U3 1.000 0.000 0.000
U4 1.000 0.000 0.000
U5 1.000 0.000 0.000
U6 1.000 0.000 0.000
Y1 0.000 1.000 0.000
Y2 0.000 1.000 0.000
Y3 0.000 1.000 0.000
Y4 0.000 1.000 0.000
W 0.000 0.000 1.000
THETA
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
U1 0.300
U2 0.000 0.300
U3 0.000 0.000 0.300
U4 0.000 0.000 0.000 0.300
U5 0.000 0.000 0.000 0.000 0.300
U6 0.000 0.000 0.000 0.000 0.000
Y1 0.000 0.000 0.000 0.000 0.000
Y2 0.000 0.000 0.000 0.000 0.000
Y3 0.000 0.000 0.000 0.000 0.000
Y4 0.000 0.000 0.000 0.000 0.000
W 0.000 0.000 0.000 0.000 0.000
THETA
U6 Y1 Y2 Y3 Y4
________ ________ ________ ________ ________
U6 0.300
Y1 0.000 0.500
Y2 0.000 0.000 0.500
Y3 0.000 0.000 0.000 0.500
Y4 0.000 0.000 0.000 0.000 0.500
W 0.000 0.000 0.000 0.000 0.000
THETA
W
________
W 0.000
ALPHA
FB F W
________ ________ ________
0.000 0.000 0.000
BETA
FB F W
________ ________ ________
FB 0.000 0.500 1.000
F 0.000 0.000 0.250
W 0.000 0.000 0.000
PSI
FB F W
________ ________ ________
FB 0.500
F 0.000 0.500
W 0.000 0.000 1.000
TECHNICAL 9 OUTPUT
Error messages for each replication (if any)
SAVEDATA INFORMATION
Order of variables
U1
U2
U3
U4
U5
U6
Y1
Y2
Y3
Y4
X1
X2
W
CLUSTER
Save file
ex9.9.dat
Save file format Free
Save file record length 10000
Beginning Time: 22:46:46
Ending Time: 22:46:49
Elapsed Time: 00:00:03
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