Mplus VERSION 8.8
MUTHEN & MUTHEN
04/19/2022 10:27 PM
INPUT INSTRUCTIONS
TITLE: this is an example of a three-level growth model with
continuous factor indicators and one covariate on each of
the three levels
montecarlo:
names are y1-y4 x w z;
nobservations = 7500;
nreps = 1;
CSIZES = 50[30(5)];
ncsize = 1[1];
save = ex9.23.dat;
WITHIN = x;
BETWEEN = (level2) w (level3) z;
ANALYSIS: TYPE = THREELEVEL;
MODEL POPULATION:
%WITHIN%
x@1;
iw sw | y1@0 y2@1 y3@2 y4@3;
iw ON x*1;
sw on x*.5;
iw*1 sw*.2;
iw with sw*0;
y1-y4*1;
%BETWEEN Level2%
w@1;
ib2 sb2 | y1@0 y2@1 y3@2 y4@3;
ib2 on w*.4;
sb2 on w*.2;
ib2*.5 sb2*.2;
ib2 with sb2*0;
y1-y4*.5;
%Between Level3%
z@1;
ib3 sb3 | y1@0 y2@1 y3@2 y4@3;
ib3 on z*.5;
sb3 on z*.3;
ib3*.5 sb3*.2;
ib3 with sb3*0;
y1-y4@0;
[ib3*.5 sb3*.3];
[y1-y4@0];
MODEL:
%WITHIN%
! x@1;
iw sw | y1@0 y2@1 y3@2 y4@3;
iw ON x*1;
sw on x*.5;
iw*1 sw*.2;
iw with sw*0;
y1-y4*1;
%BETWEEN Level2%
! w@1;
ib2 sb2 | y1@0 y2@1 y3@2 y4@3;
ib2 on w*.4;
sb2 on w*.2;
ib2*.5 sb2*.2;
ib2 with sb2*0;
y1-y4*.5;
%Between Level3%
! z@1;
ib3 sb3 | y1@0 y2@1 y3@2 y4@3;
ib3 on z*.5;
sb3 on z*.3;
ib3*.5 sb3*.2;
ib3 with sb3*0;
y1-y4@0;
[ib3*.5 sb3*.3];
[y1-y4@0];
output:
tech8 tech9;
INPUT READING TERMINATED NORMALLY
this is an example of a three-level growth model with
continuous factor indicators and one covariate on each of
the three levels
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 7500
Number of replications
Requested 1
Completed 1
Value of seed 0
Number of dependent variables 4
Number of independent variables 3
Number of continuous latent variables 6
Observed dependent variables
Continuous
Y1 Y2 Y3 Y4
Observed independent variables
X W Z
Continuous latent variables
IW SW IB2 SB2 IB3 SB3
Variables with special functions
Within variables
X
Level 2 between variables
W
Level 3 between variables
Z
Estimator MLR
Information matrix OBSERVED
Maximum number of iterations 100
Convergence criterion 0.100D-05
Maximum number of EM iterations 500
Convergence criteria for the EM algorithm
Loglikelihood change 0.100D-02
Relative loglikelihood change 0.100D-05
Derivative 0.100D-03
Minimum variance 0.100D-03
Maximum number of steepest descent iterations 20
Maximum number of iterations for H1 2000
Convergence criterion for H1 0.100D-02
Optimization algorithm EMA
SUMMARY OF DATA FOR THE FIRST REPLICATION
Cluster information
Number of level 3 clusters 50
Size (s) Number of level 2 clusters of Size s
5 30
SAMPLE STATISTICS FOR THE FIRST REPLICATION
NOTE: The sample statistics for within and between refer to the
maximum-likelihood estimated within and between covariance
matrices, respectively.
MODEL FIT INFORMATION
Number of Free Parameters 25
Loglikelihood
H0 Value
Mean -56044.768
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 -56044.768 -56044.768
0.980 0.000 -56044.768 -56044.768
0.950 0.000 -56044.768 -56044.768
0.900 0.000 -56044.768 -56044.768
0.800 0.000 -56044.768 -56044.768
0.700 0.000 -56044.768 -56044.768
0.500 0.000 -56044.768 -56044.768
0.300 0.000 -56044.768 -56044.768
0.200 0.000 -56044.768 -56044.768
0.100 0.000 -56044.768 -56044.768
0.050 0.000 -56044.768 -56044.768
0.020 0.000 -56044.768 -56044.768
0.010 0.000 -56044.768 -56044.768
Information Criteria
Akaike (AIC)
Mean 112139.537
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 112139.537 112139.537
0.980 0.000 112139.537 112139.537
0.950 0.000 112139.537 112139.537
0.900 0.000 112139.537 112139.537
0.800 0.000 112139.537 112139.537
0.700 0.000 112139.537 112139.537
0.500 0.000 112139.537 112139.537
0.300 0.000 112139.537 112139.537
0.200 0.000 112139.537 112139.537
0.100 0.000 112139.537 112139.537
0.050 0.000 112139.537 112139.537
0.020 0.000 112139.537 112139.537
0.010 0.000 112139.537 112139.537
Bayesian (BIC)
Mean 112312.603
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 112312.603 112312.603
0.980 0.000 112312.603 112312.603
0.950 0.000 112312.603 112312.603
0.900 0.000 112312.603 112312.603
0.800 0.000 112312.603 112312.603
0.700 0.000 112312.603 112312.603
0.500 0.000 112312.603 112312.603
0.300 0.000 112312.603 112312.603
0.200 0.000 112312.603 112312.603
0.100 0.000 112312.603 112312.603
0.050 0.000 112312.603 112312.603
0.020 0.000 112312.603 112312.603
0.010 0.000 112312.603 112312.603
Sample-Size Adjusted BIC (n* = (n + 2) / 24)
Mean 112233.159
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.000 112233.159 112233.159
0.980 0.000 112233.159 112233.159
0.950 0.000 112233.159 112233.159
0.900 0.000 112233.159 112233.159
0.800 0.000 112233.159 112233.159
0.700 0.000 112233.159 112233.159
0.500 0.000 112233.159 112233.159
0.300 0.000 112233.159 112233.159
0.200 0.000 112233.159 112233.159
0.100 0.000 112233.159 112233.159
0.050 0.000 112233.159 112233.159
0.020 0.000 112233.159 112233.159
0.010 0.000 112233.159 112233.159
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
MODEL RESULTS
ESTIMATES S. E. M. S. E. 95% % Sig
Population Average Std. Dev. Average Cover Coeff
Within Level
IW |
Y1 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y2 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y3 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y4 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
SW |
Y1 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
Y2 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y3 2.000 2.0000 0.0000 0.0000 0.0000 1.000 0.000
Y4 3.000 3.0000 0.0000 0.0000 0.0000 1.000 0.000
IW ON
X 1.000 0.9863 0.0000 0.0176 0.0002 1.000 1.000
SW ON
X 0.500 0.5013 0.0000 0.0090 0.0000 1.000 1.000
IW WITH
SW 0.000 -0.0111 0.0000 0.0123 0.0001 1.000 0.000
Residual Variances
Y1 1.000 0.9811 0.0000 0.0367 0.0004 1.000 1.000
Y2 1.000 1.0107 0.0000 0.0262 0.0001 1.000 1.000
Y3 1.000 1.0072 0.0000 0.0226 0.0001 1.000 1.000
Y4 1.000 0.9587 0.0000 0.0384 0.0017 1.000 1.000
IW 1.000 1.0446 0.0000 0.0329 0.0020 1.000 1.000
SW 0.200 0.2120 0.0000 0.0099 0.0001 1.000 1.000
Between LEVEL2 Level
IB2 |
Y1 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y2 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y3 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y4 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
SB2 |
Y1 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
Y2 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y3 2.000 2.0000 0.0000 0.0000 0.0000 1.000 0.000
Y4 3.000 3.0000 0.0000 0.0000 0.0000 1.000 0.000
IB2 ON
W 0.400 0.3934 0.0000 0.0316 0.0000 1.000 1.000
SB2 ON
W 0.200 0.1928 0.0000 0.0153 0.0001 1.000 1.000
IB2 WITH
SB2 0.000 0.0061 0.0000 0.0198 0.0000 1.000 0.000
Intercepts
Y1 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
Y2 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
Y3 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
Y4 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
IB2 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
SB2 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
Residual Variances
Y1 0.500 0.5329 0.0000 0.0514 0.0011 1.000 1.000
Y2 0.500 0.4928 0.0000 0.0320 0.0001 1.000 1.000
Y3 0.500 0.4679 0.0000 0.0374 0.0010 1.000 1.000
Y4 0.500 0.5114 0.0000 0.0727 0.0001 1.000 1.000
IB2 0.500 0.4400 0.0000 0.0493 0.0036 1.000 1.000
SB2 0.200 0.2006 0.0000 0.0125 0.0000 1.000 1.000
Between LEVEL3 Level
IB3 |
Y1 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y2 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y3 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y4 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
SB3 |
Y1 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
Y2 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
Y3 2.000 2.0000 0.0000 0.0000 0.0000 1.000 0.000
Y4 3.000 3.0000 0.0000 0.0000 0.0000 1.000 0.000
IB3 ON
Z 0.500 0.5059 0.0000 0.1027 0.0000 1.000 1.000
SB3 ON
Z 0.300 0.2865 0.0000 0.0650 0.0002 1.000 1.000
IB3 WITH
SB3 0.000 0.0172 0.0000 0.0515 0.0003 1.000 0.000
Intercepts
Y1 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
Y2 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
Y3 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
Y4 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
IB3 0.500 0.4433 0.0000 0.1102 0.0032 1.000 1.000
SB3 0.300 0.3684 0.0000 0.0644 0.0047 1.000 1.000
Residual Variances
Y1 0.000 0.0001 0.0000 0.0000 0.0000 1.000 0.000
Y2 0.000 0.0001 0.0000 0.0000 0.0000 1.000 0.000
Y3 0.000 0.0001 0.0000 0.0000 0.0000 1.000 0.000
Y4 0.000 0.0001 0.0000 0.0000 0.0000 1.000 0.000
IB3 0.500 0.5682 0.0000 0.1105 0.0046 1.000 1.000
SB3 0.200 0.1948 0.0000 0.0366 0.0000 1.000 1.000
QUALITY OF NUMERICAL RESULTS
Average Condition Number for the Information Matrix 0.577E-04
(ratio of smallest to largest eigenvalue)
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION FOR WITHIN
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
IW SW X
________ ________ ________
Y1 0 0 0
Y2 0 0 0
Y3 0 0 0
Y4 0 0 0
X 0 0 0
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 1
Y2 0 2
Y3 0 0 3
Y4 0 0 0 4
X 0 0 0 0 0
ALPHA
IW SW X
________ ________ ________
0 0 0
BETA
IW SW X
________ ________ ________
IW 0 0 5
SW 0 0 6
X 0 0 0
PSI
IW SW X
________ ________ ________
IW 7
SW 8 9
X 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL2
NU
Y1 Y2 Y3 Y4 W
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
IB2 SB2 W
________ ________ ________
Y1 0 0 0
Y2 0 0 0
Y3 0 0 0
Y4 0 0 0
W 0 0 0
THETA
Y1 Y2 Y3 Y4 W
________ ________ ________ ________ ________
Y1 10
Y2 0 11
Y3 0 0 12
Y4 0 0 0 13
W 0 0 0 0 0
ALPHA
IB2 SB2 W
________ ________ ________
0 0 0
BETA
IB2 SB2 W
________ ________ ________
IB2 0 0 14
SB2 0 0 15
W 0 0 0
PSI
IB2 SB2 W
________ ________ ________
IB2 16
SB2 17 18
W 0 0 0
PARAMETER SPECIFICATION FOR BETWEEN LEVEL3
NU
Y1 Y2 Y3 Y4 Z
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
IB3 SB3 Z
________ ________ ________
Y1 0 0 0
Y2 0 0 0
Y3 0 0 0
Y4 0 0 0
Z 0 0 0
THETA
Y1 Y2 Y3 Y4 Z
________ ________ ________ ________ ________
Y1 0
Y2 0 0
Y3 0 0 0
Y4 0 0 0 0
Z 0 0 0 0 0
ALPHA
IB3 SB3 Z
________ ________ ________
19 20 0
BETA
IB3 SB3 Z
________ ________ ________
IB3 0 0 21
SB3 0 0 22
Z 0 0 0
PSI
IB3 SB3 Z
________ ________ ________
IB3 23
SB3 24 25
Z 0 0 0
STARTING VALUES FOR WITHIN
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
IW SW X
________ ________ ________
Y1 1.000 0.000 0.000
Y2 1.000 1.000 0.000
Y3 1.000 2.000 0.000
Y4 1.000 3.000 0.000
X 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 1.000
Y2 0.000 1.000
Y3 0.000 0.000 1.000
Y4 0.000 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000 0.000
ALPHA
IW SW X
________ ________ ________
0.000 0.000 0.000
BETA
IW SW X
________ ________ ________
IW 0.000 0.000 1.000
SW 0.000 0.000 0.500
X 0.000 0.000 0.000
PSI
IW SW X
________ ________ ________
IW 1.000
SW 0.000 0.200
X 0.000 0.000 0.500
STARTING VALUES FOR BETWEEN LEVEL2
NU
Y1 Y2 Y3 Y4 W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
IB2 SB2 W
________ ________ ________
Y1 1.000 0.000 0.000
Y2 1.000 1.000 0.000
Y3 1.000 2.000 0.000
Y4 1.000 3.000 0.000
W 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 W
________ ________ ________ ________ ________
Y1 0.500
Y2 0.000 0.500
Y3 0.000 0.000 0.500
Y4 0.000 0.000 0.000 0.500
W 0.000 0.000 0.000 0.000 0.000
ALPHA
IB2 SB2 W
________ ________ ________
0.000 0.000 0.000
BETA
IB2 SB2 W
________ ________ ________
IB2 0.000 0.000 0.400
SB2 0.000 0.000 0.200
W 0.000 0.000 0.000
PSI
IB2 SB2 W
________ ________ ________
IB2 0.500
SB2 0.000 0.200
W 0.000 0.000 0.500
STARTING VALUES FOR BETWEEN LEVEL3
NU
Y1 Y2 Y3 Y4 Z
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
IB3 SB3 Z
________ ________ ________
Y1 1.000 0.000 0.000
Y2 1.000 1.000 0.000
Y3 1.000 2.000 0.000
Y4 1.000 3.000 0.000
Z 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 Z
________ ________ ________ ________ ________
Y1 0.000
Y2 0.000 0.000
Y3 0.000 0.000 0.000
Y4 0.000 0.000 0.000 0.000
Z 0.000 0.000 0.000 0.000 0.000
ALPHA
IB3 SB3 Z
________ ________ ________
0.500 0.300 0.000
BETA
IB3 SB3 Z
________ ________ ________
IB3 0.000 0.000 0.500
SB3 0.000 0.000 0.300
Z 0.000 0.000 0.000
PSI
IB3 SB3 Z
________ ________ ________
IB3 0.500
SB3 0.000 0.200
Z 0.000 0.000 0.500
POPULATION VALUES FOR WITHIN
NU
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
IW SW X
________ ________ ________
Y1 1.000 0.000 0.000
Y2 1.000 1.000 0.000
Y3 1.000 2.000 0.000
Y4 1.000 3.000 0.000
X 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 X
________ ________ ________ ________ ________
Y1 1.000
Y2 0.000 1.000
Y3 0.000 0.000 1.000
Y4 0.000 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000 0.000
ALPHA
IW SW X
________ ________ ________
0.000 0.000 0.000
BETA
IW SW X
________ ________ ________
IW 0.000 0.000 1.000
SW 0.000 0.000 0.500
X 0.000 0.000 0.000
PSI
IW SW X
________ ________ ________
IW 1.000
SW 0.000 0.200
X 0.000 0.000 1.000
POPULATION VALUES FOR BETWEEN LEVEL2
NU
Y1 Y2 Y3 Y4 W
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
IB2 SB2 W
________ ________ ________
Y1 1.000 0.000 0.000
Y2 1.000 1.000 0.000
Y3 1.000 2.000 0.000
Y4 1.000 3.000 0.000
W 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 W
________ ________ ________ ________ ________
Y1 0.500
Y2 0.000 0.500
Y3 0.000 0.000 0.500
Y4 0.000 0.000 0.000 0.500
W 0.000 0.000 0.000 0.000 0.000
ALPHA
IB2 SB2 W
________ ________ ________
0.000 0.000 0.000
BETA
IB2 SB2 W
________ ________ ________
IB2 0.000 0.000 0.400
SB2 0.000 0.000 0.200
W 0.000 0.000 0.000
PSI
IB2 SB2 W
________ ________ ________
IB2 0.500
SB2 0.000 0.200
W 0.000 0.000 1.000
POPULATION VALUES FOR BETWEEN LEVEL3
NU
Y1 Y2 Y3 Y4 Z
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
IB3 SB3 Z
________ ________ ________
Y1 1.000 0.000 0.000
Y2 1.000 1.000 0.000
Y3 1.000 2.000 0.000
Y4 1.000 3.000 0.000
Z 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 Z
________ ________ ________ ________ ________
Y1 0.000
Y2 0.000 0.000
Y3 0.000 0.000 0.000
Y4 0.000 0.000 0.000 0.000
Z 0.000 0.000 0.000 0.000 0.000
ALPHA
IB3 SB3 Z
________ ________ ________
0.500 0.300 0.000
BETA
IB3 SB3 Z
________ ________ ________
IB3 0.000 0.000 0.500
SB3 0.000 0.000 0.300
Z 0.000 0.000 0.000
PSI
IB3 SB3 Z
________ ________ ________
IB3 0.500
SB3 0.000 0.200
Z 0.000 0.000 1.000
TECHNICAL 8 OUTPUT
TECHNICAL 8 OUTPUT FOR REPLICATION 1
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.56049190D+05 0.0000000 0.0000000 EM
2 -0.56045269D+05 3.9211506 0.0000700 EM
3 -0.56044894D+05 0.3748219 0.0000067 EM
4 -0.56044804D+05 0.0902485 0.0000016 EM
5 -0.56044778D+05 0.0253280 0.0000005 EM
6 -0.56044771D+05 0.0073117 0.0000001 EM
7 -0.56044769D+05 0.0021363 0.0000000 EM
8 -0.56044768D+05 0.0006292 0.0000000 EM
TECHNICAL 8 OUTPUT FOR THE H1 MODEL FOR REPLICATION 1
TECHNICAL 8 OUTPUT FOR THE BASELINE MODEL
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.71655146D+05 0.0000000 0.0000000 EM
2 -0.71654179D+05 0.9676400 0.0000135 EM
3 -0.71653808D+05 0.3710722 0.0000052 EM
4 -0.71653657D+05 0.1504955 0.0000021 EM
5 -0.71653595D+05 0.0621632 0.0000009 EM
6 -0.71653569D+05 0.0259839 0.0000004 EM
7 -0.71653558D+05 0.0109497 0.0000002 EM
8 -0.71653553D+05 0.0046402 0.0000001 EM
9 -0.71653551D+05 0.0019742 0.0000000 EM
10 -0.71653551D+05 0.0008423 0.0000000 EM
TECHNICAL 9 OUTPUT
Error messages for each replication (if any)
REPLICATION 1:
THE H1 MODEL ESTIMATION DID NOT CONVERGE. CHI-SQUARE TEST AND SAMPLE STATISTICS COULD NOT
BE COMPUTED.
SAVEDATA INFORMATION
Order of variables
Y1
Y2
Y3
Y4
X
W
Z
LEVEL2
LEVEL3
Save file
ex9.23.dat
Save file format Free
Save file record length 10000
Beginning Time: 22:27:09
Ending Time: 22:27:11
Elapsed Time: 00:00:02
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