Mplus VERSION 8.8
MUTHEN & MUTHEN
04/19/2022 10:26 PM
INPUT INSTRUCTIONS
TITLE: this is an example of a two-level multiple
indicator growth model with continuous
outcomes (three-level analysis).????
montecarlo:
names are u11 u21 u31 u12 u22 u32 u13 u23 u33;
generate = u11-u33(1);
categorical = u11-u33;
nobservations = 500;
ncsizes = 3;
csizes = 10 (5) 50 (3) 30 (10);
seed = 58476;
nreps = 1;
save = ex9.15.dat;
ANALYSIS:
TYPE = TWOLEVEL;
estimator = wlsmv;
model population:
%within%
f1w BY u11@1
u21*.9 (1)
u31*.8 (2);
f2w BY u12@1
u22*.9 (1)
u32*.8 (2);
f3w BY u13@1
u23*.9 (1)
u33*.8 (2);
iw sw | f1w@0 f2w@1 f3w@2;
iw*1; sw*.5; f1w-f3w*.5;
%between%
f1b BY u11@1
u21*.9 (1)
u31*.8 (2);
f2b BY u12@1
u22*.9 (1)
u32*.8 (2);
f3b BY u13@1
u23*.9 (1)
u33*.8 (2);
[u11$1*0 u12$1*0 u13$1*0] (3);
[u21$1*-.5 u22$1*-.5 u23$1*-.5] (4);
[u31$1*.5 u32$1*.5 u33$1*.5] (5);
u11-u33*.5;
ib sb | f1b@0 f2b@1 f3b@2;
[f1b-f3b@0 ib@0 sb*1];
ib*.5; sb*.3;
f1b-f3b*.5 (6);
model:
%within%
f1w BY u11@1
u21*.9 (1)
u31*.8 (2);
f2w BY u12@1
u22*.9 (1)
u32*.8 (2);
f3w BY u13@1
u23*.9 (1)
u33*.8 (2);
iw sw | f1w@0 f2w@1 f3w@2;
iw*1; sw*.5; f1w-f3w*.5;
%between%
f1b BY u11@1
u21*.9 (1)
u31*.8 (2);
f2b BY u12@1
u22*.9 (1)
u32*.8 (2);
f3b BY u13@1
u23*.9 (1)
u33*.8 (2);
[u11$1*0 u12$1*0 u13$1*0] (3);
[u21$1*-.5 u22$1*-.5 u23$1*-.5] (4);
[u31$1*.5 u32$1*.5 u33$1*.5] (5);
u11-u33*.5;
ib sb | f1b@0 f2b@1 f3b@2;
[f1b-f3b@0 ib@0 sb*1];
ib*.5; sb*.3;
f1b-f3b*.5 (6);
output:
tech8 tech9;
INPUT READING TERMINATED NORMALLY
this is an example of a two-level multiple
indicator growth model with continuous
outcomes (three-level analysis).????
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 500
Number of replications
Requested 1
Completed 1
Value of seed 58476
Number of dependent variables 9
Number of independent variables 0
Number of continuous latent variables 10
Observed dependent variables
Binary and ordered categorical (ordinal)
U11 U21 U31 U12 U22 U32
U13 U23 U33
Continuous latent variables
F1W F2W F3W IW SW F1B
F2B F3B IB SB
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 FS
Integration Specifications
Type STANDARD
Number of integration points 7
Dimensions of numerical integration 2
Adaptive quadrature ON
Link PROBIT
Cholesky ON
SUMMARY OF DATA FOR THE FIRST REPLICATION
Cluster information
Size (s) Number of clusters of Size s
3 50
5 10
10 30
MODEL FIT INFORMATION
Number of Free Parameters 25
Chi-Square Test of Model Fit
Degrees of freedom 65
Mean 68.552
Std Dev 0.000
Number of successful computations 1
Proportions Percentiles
Expected Observed Expected Observed
0.990 1.000 41.444 68.552
0.980 1.000 43.779 68.552
0.950 1.000 47.450 68.552
0.900 1.000 50.883 68.552
0.800 1.000 55.262 68.552
0.700 1.000 58.573 68.552
0.500 1.000 64.335 68.552
0.300 0.000 70.462 68.552
0.200 0.000 74.351 68.552
0.100 0.000 79.973 68.552
0.050 0.000 84.821 68.552
0.020 0.000 90.501 68.552
0.010 0.000 94.422 68.552
RMSEA (Root Mean Square Error Of Approximation)
Mean 0.010
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 0.995
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 0.994
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) for the WITHIN level
Mean 0.067
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
SRMR (Standardized Root Mean Square Residual) for the BETWEEN level
Mean 0.142
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
Within Level
IW |
F1W 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
F2W 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
F3W 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
SW |
F1W 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
F2W 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
F3W 2.000 2.0000 0.0000 0.0000 0.0000 1.000 0.000
F1W BY
U11 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
U21 0.900 0.9004 0.0000 0.1616 0.0000 1.000 1.000
U31 0.800 0.7560 0.0000 0.1276 0.0019 1.000 1.000
F2W BY
U12 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
U22 0.900 0.9004 0.0000 0.1616 0.0000 1.000 1.000
U32 0.800 0.7560 0.0000 0.1276 0.0019 1.000 1.000
F3W BY
U13 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
U23 0.900 0.9004 0.0000 0.1616 0.0000 1.000 1.000
U33 0.800 0.7560 0.0000 0.1276 0.0019 1.000 1.000
SW WITH
IW 0.000 -0.2866 0.0000 0.2382 0.0822 1.000 0.000
Variances
IW 1.000 1.7240 0.0000 0.6065 0.5241 1.000 1.000
SW 0.500 0.3507 0.0000 0.2339 0.0223 1.000 0.000
Residual Variances
F1W 0.500 1.1340 0.0000 0.6387 0.4019 1.000 0.000
F2W 0.500 0.5475 0.0000 0.3753 0.0023 1.000 0.000
F3W 0.500 0.7460 0.0000 0.6579 0.0605 1.000 0.000
Between Level
IB |
F1B 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
F2B 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
F3B 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
SB |
F1B 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
F2B 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
F3B 2.000 2.0000 0.0000 0.0000 0.0000 1.000 0.000
F1B BY
U11 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
U21 0.900 0.9004 0.0000 0.1616 0.0000 1.000 1.000
U31 0.800 0.7560 0.0000 0.1276 0.0019 1.000 1.000
F2B BY
U12 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
U22 0.900 0.9004 0.0000 0.1616 0.0000 1.000 1.000
U32 0.800 0.7560 0.0000 0.1276 0.0019 1.000 1.000
F3B BY
U13 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
U23 0.900 0.9004 0.0000 0.1616 0.0000 1.000 1.000
U33 0.800 0.7560 0.0000 0.1276 0.0019 1.000 1.000
SB WITH
IB 0.000 -0.1470 0.0000 0.1922 0.0216 1.000 0.000
Means
IB 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
SB 1.000 1.0436 0.0000 0.1890 0.0019 1.000 1.000
Intercepts
F1B 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
F2B 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
F3B 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
Thresholds
U11$1 0.000 -0.0795 0.0000 0.1845 0.0063 1.000 0.000
U21$1 -0.500 -0.5338 0.0000 0.1540 0.0011 1.000 1.000
U31$1 0.500 0.5659 0.0000 0.1506 0.0043 1.000 1.000
U12$1 0.000 -0.0795 0.0000 0.1845 0.0063 1.000 0.000
U22$1 -0.500 -0.5338 0.0000 0.1540 0.0011 1.000 1.000
U32$1 0.500 0.5659 0.0000 0.1506 0.0043 1.000 1.000
U13$1 0.000 -0.0795 0.0000 0.1845 0.0063 1.000 0.000
U23$1 -0.500 -0.5338 0.0000 0.1540 0.0011 1.000 1.000
U33$1 0.500 0.5659 0.0000 0.1506 0.0043 1.000 1.000
Variances
IB 0.500 0.5795 0.0000 0.3559 0.0063 1.000 0.000
SB 0.300 0.2933 0.0000 0.2234 0.0000 1.000 0.000
Residual Variances
U11 0.500 2.7745 0.0000 1.2394 5.1732 1.000 1.000
U21 0.500 0.0611 0.0000 0.3204 0.1926 1.000 0.000
U31 0.500 1.3568 0.0000 0.4788 0.7340 1.000 1.000
U12 0.500 0.1569 0.0000 0.3801 0.1177 1.000 0.000
U22 0.500 0.5927 0.0000 0.4770 0.0086 1.000 0.000
U32 0.500 0.6676 0.0000 0.3317 0.0281 1.000 1.000
U13 0.500 1.2972 0.0000 1.1303 0.6356 1.000 0.000
U23 0.500 1.1224 0.0000 0.7422 0.3874 1.000 0.000
U33 0.500 0.7987 0.0000 0.4557 0.0892 1.000 0.000
F1B 0.500 0.3900 0.0000 0.1862 0.0121 1.000 1.000
F2B 0.500 0.3900 0.0000 0.1862 0.0121 1.000 1.000
F3B 0.500 0.3900 0.0000 0.1862 0.0121 1.000 1.000
QUALITY OF NUMERICAL RESULTS
Average Condition Number for the Information Matrix 0.337E-03
(ratio of smallest to largest eigenvalue)
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION FOR WITHIN
TAU
U11$1 U21$1 U31$1 U12$1 U22$1
________ ________ ________ ________ ________
0 0 0 0 0
TAU
U32$1 U13$1 U23$1 U33$1
________ ________ ________ ________
0 0 0 0
NU
U11 U21 U31 U12 U22
________ ________ ________ ________ ________
0 0 0 0 0
NU
U32 U13 U23 U33
________ ________ ________ ________
0 0 0 0
LAMBDA
F1W F2W F3W IW SW
________ ________ ________ ________ ________
U11 0 0 0 0 0
U21 1 0 0 0 0
U31 2 0 0 0 0
U12 0 0 0 0 0
U22 0 1 0 0 0
U32 0 2 0 0 0
U13 0 0 0 0 0
U23 0 0 1 0 0
U33 0 0 2 0 0
THETA
U11 U21 U31 U12 U22
________ ________ ________ ________ ________
U11 0
U21 0 0
U31 0 0 0
U12 0 0 0 0
U22 0 0 0 0 0
U32 0 0 0 0 0
U13 0 0 0 0 0
U23 0 0 0 0 0
U33 0 0 0 0 0
THETA
U32 U13 U23 U33
________ ________ ________ ________
U32 0
U13 0 0
U23 0 0 0
U33 0 0 0 0
ALPHA
F1W F2W F3W IW SW
________ ________ ________ ________ ________
0 0 0 0 0
BETA
F1W F2W F3W IW SW
________ ________ ________ ________ ________
F1W 0 0 0 0 0
F2W 0 0 0 0 0
F3W 0 0 0 0 0
IW 0 0 0 0 0
SW 0 0 0 0 0
PSI
F1W F2W F3W IW SW
________ ________ ________ ________ ________
F1W 3
F2W 0 4
F3W 0 0 5
IW 0 0 0 6
SW 0 0 0 7 8
PARAMETER SPECIFICATION FOR BETWEEN
TAU
U11$1 U21$1 U31$1 U12$1 U22$1
________ ________ ________ ________ ________
23 24 25 23 24
TAU
U32$1 U13$1 U23$1 U33$1
________ ________ ________ ________
25 23 24 25
NU
U11 U21 U31 U12 U22
________ ________ ________ ________ ________
0 0 0 0 0
NU
U32 U13 U23 U33
________ ________ ________ ________
0 0 0 0
LAMBDA
F1B F2B F3B IB SB
________ ________ ________ ________ ________
U11 0 0 0 0 0
U21 1 0 0 0 0
U31 2 0 0 0 0
U12 0 0 0 0 0
U22 0 1 0 0 0
U32 0 2 0 0 0
U13 0 0 0 0 0
U23 0 0 1 0 0
U33 0 0 2 0 0
THETA
U11 U21 U31 U12 U22
________ ________ ________ ________ ________
U11 9
U21 0 10
U31 0 0 11
U12 0 0 0 12
U22 0 0 0 0 13
U32 0 0 0 0 0
U13 0 0 0 0 0
U23 0 0 0 0 0
U33 0 0 0 0 0
THETA
U32 U13 U23 U33
________ ________ ________ ________
U32 14
U13 0 15
U23 0 0 16
U33 0 0 0 17
ALPHA
F1B F2B F3B IB SB
________ ________ ________ ________ ________
0 0 0 0 18
BETA
F1B F2B F3B IB SB
________ ________ ________ ________ ________
F1B 0 0 0 0 0
F2B 0 0 0 0 0
F3B 0 0 0 0 0
IB 0 0 0 0 0
SB 0 0 0 0 0
PSI
F1B F2B F3B IB SB
________ ________ ________ ________ ________
F1B 19
F2B 0 19
F3B 0 0 19
IB 0 0 0 20
SB 0 0 0 21 22
STARTING VALUES FOR WITHIN
TAU
U11$1 U21$1 U31$1 U12$1 U22$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU
U32$1 U13$1 U23$1 U33$1
________ ________ ________ ________
0.000 0.000 0.000 0.000
NU
U11 U21 U31 U12 U22
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U32 U13 U23 U33
________ ________ ________ ________
0.000 0.000 0.000 0.000
LAMBDA
F1W F2W F3W IW SW
________ ________ ________ ________ ________
U11 1.000 0.000 0.000 0.000 0.000
U21 0.900 0.000 0.000 0.000 0.000
U31 0.800 0.000 0.000 0.000 0.000
U12 0.000 1.000 0.000 0.000 0.000
U22 0.000 0.900 0.000 0.000 0.000
U32 0.000 0.800 0.000 0.000 0.000
U13 0.000 0.000 1.000 0.000 0.000
U23 0.000 0.000 0.900 0.000 0.000
U33 0.000 0.000 0.800 0.000 0.000
THETA
U11 U21 U31 U12 U22
________ ________ ________ ________ ________
U11 1.000
U21 0.000 1.000
U31 0.000 0.000 1.000
U12 0.000 0.000 0.000 1.000
U22 0.000 0.000 0.000 0.000 1.000
U32 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U33 0.000 0.000 0.000 0.000 0.000
THETA
U32 U13 U23 U33
________ ________ ________ ________
U32 1.000
U13 0.000 1.000
U23 0.000 0.000 1.000
U33 0.000 0.000 0.000 1.000
ALPHA
F1W F2W F3W IW SW
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
F1W F2W F3W IW SW
________ ________ ________ ________ ________
F1W 0.000 0.000 0.000 1.000 0.000
F2W 0.000 0.000 0.000 1.000 1.000
F3W 0.000 0.000 0.000 1.000 2.000
IW 0.000 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000 0.000
PSI
F1W F2W F3W IW SW
________ ________ ________ ________ ________
F1W 0.500
F2W 0.000 0.500
F3W 0.000 0.000 0.500
IW 0.000 0.000 0.000 1.000
SW 0.000 0.000 0.000 0.000 0.500
STARTING VALUES FOR BETWEEN
TAU
U11$1 U21$1 U31$1 U12$1 U22$1
________ ________ ________ ________ ________
0.000 -0.500 0.500 0.000 -0.500
TAU
U32$1 U13$1 U23$1 U33$1
________ ________ ________ ________
0.500 0.000 -0.500 0.500
NU
U11 U21 U31 U12 U22
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U32 U13 U23 U33
________ ________ ________ ________
0.000 0.000 0.000 0.000
LAMBDA
F1B F2B F3B IB SB
________ ________ ________ ________ ________
U11 1.000 0.000 0.000 0.000 0.000
U21 0.900 0.000 0.000 0.000 0.000
U31 0.800 0.000 0.000 0.000 0.000
U12 0.000 1.000 0.000 0.000 0.000
U22 0.000 0.900 0.000 0.000 0.000
U32 0.000 0.800 0.000 0.000 0.000
U13 0.000 0.000 1.000 0.000 0.000
U23 0.000 0.000 0.900 0.000 0.000
U33 0.000 0.000 0.800 0.000 0.000
THETA
U11 U21 U31 U12 U22
________ ________ ________ ________ ________
U11 0.500
U21 0.000 0.500
U31 0.000 0.000 0.500
U12 0.000 0.000 0.000 0.500
U22 0.000 0.000 0.000 0.000 0.500
U32 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U33 0.000 0.000 0.000 0.000 0.000
THETA
U32 U13 U23 U33
________ ________ ________ ________
U32 0.500
U13 0.000 0.500
U23 0.000 0.000 0.500
U33 0.000 0.000 0.000 0.500
ALPHA
F1B F2B F3B IB SB
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 1.000
BETA
F1B F2B F3B IB SB
________ ________ ________ ________ ________
F1B 0.000 0.000 0.000 1.000 0.000
F2B 0.000 0.000 0.000 1.000 1.000
F3B 0.000 0.000 0.000 1.000 2.000
IB 0.000 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000 0.000
PSI
F1B F2B F3B IB SB
________ ________ ________ ________ ________
F1B 0.500
F2B 0.000 0.500
F3B 0.000 0.000 0.500
IB 0.000 0.000 0.000 0.500
SB 0.000 0.000 0.000 0.000 0.300
POPULATION VALUES FOR WITHIN
TAU
U11$1 U21$1 U31$1 U12$1 U22$1
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
TAU
U32$1 U13$1 U23$1 U33$1
________ ________ ________ ________
0.000 0.000 0.000 0.000
NU
U11 U21 U31 U12 U22
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U32 U13 U23 U33
________ ________ ________ ________
0.000 0.000 0.000 0.000
LAMBDA
F1W F2W F3W IW SW
________ ________ ________ ________ ________
U11 1.000 0.000 0.000 0.000 0.000
U21 0.900 0.000 0.000 0.000 0.000
U31 0.800 0.000 0.000 0.000 0.000
U12 0.000 1.000 0.000 0.000 0.000
U22 0.000 0.900 0.000 0.000 0.000
U32 0.000 0.800 0.000 0.000 0.000
U13 0.000 0.000 1.000 0.000 0.000
U23 0.000 0.000 0.900 0.000 0.000
U33 0.000 0.000 0.800 0.000 0.000
THETA
U11 U21 U31 U12 U22
________ ________ ________ ________ ________
U11 0.000
U21 0.000 0.000
U31 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000
U22 0.000 0.000 0.000 0.000 0.000
U32 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U33 0.000 0.000 0.000 0.000 0.000
THETA
U32 U13 U23 U33
________ ________ ________ ________
U32 0.000
U13 0.000 0.000
U23 0.000 0.000 0.000
U33 0.000 0.000 0.000 0.000
ALPHA
F1W F2W F3W IW SW
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
BETA
F1W F2W F3W IW SW
________ ________ ________ ________ ________
F1W 0.000 0.000 0.000 1.000 0.000
F2W 0.000 0.000 0.000 1.000 1.000
F3W 0.000 0.000 0.000 1.000 2.000
IW 0.000 0.000 0.000 0.000 0.000
SW 0.000 0.000 0.000 0.000 0.000
PSI
F1W F2W F3W IW SW
________ ________ ________ ________ ________
F1W 0.500
F2W 0.000 0.500
F3W 0.000 0.000 0.500
IW 0.000 0.000 0.000 1.000
SW 0.000 0.000 0.000 0.000 0.500
POPULATION VALUES FOR BETWEEN
TAU
U11$1 U21$1 U31$1 U12$1 U22$1
________ ________ ________ ________ ________
0.000 -0.500 0.500 0.000 -0.500
TAU
U32$1 U13$1 U23$1 U33$1
________ ________ ________ ________
0.500 0.000 -0.500 0.500
NU
U11 U21 U31 U12 U22
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
NU
U32 U13 U23 U33
________ ________ ________ ________
0.000 0.000 0.000 0.000
LAMBDA
F1B F2B F3B IB SB
________ ________ ________ ________ ________
U11 1.000 0.000 0.000 0.000 0.000
U21 0.900 0.000 0.000 0.000 0.000
U31 0.800 0.000 0.000 0.000 0.000
U12 0.000 1.000 0.000 0.000 0.000
U22 0.000 0.900 0.000 0.000 0.000
U32 0.000 0.800 0.000 0.000 0.000
U13 0.000 0.000 1.000 0.000 0.000
U23 0.000 0.000 0.900 0.000 0.000
U33 0.000 0.000 0.800 0.000 0.000
THETA
U11 U21 U31 U12 U22
________ ________ ________ ________ ________
U11 0.500
U21 0.000 0.500
U31 0.000 0.000 0.500
U12 0.000 0.000 0.000 0.500
U22 0.000 0.000 0.000 0.000 0.500
U32 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
U23 0.000 0.000 0.000 0.000 0.000
U33 0.000 0.000 0.000 0.000 0.000
THETA
U32 U13 U23 U33
________ ________ ________ ________
U32 0.500
U13 0.000 0.500
U23 0.000 0.000 0.500
U33 0.000 0.000 0.000 0.500
ALPHA
F1B F2B F3B IB SB
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 1.000
BETA
F1B F2B F3B IB SB
________ ________ ________ ________ ________
F1B 0.000 0.000 0.000 1.000 0.000
F2B 0.000 0.000 0.000 1.000 1.000
F3B 0.000 0.000 0.000 1.000 2.000
IB 0.000 0.000 0.000 0.000 0.000
SB 0.000 0.000 0.000 0.000 0.000
PSI
F1B F2B F3B IB SB
________ ________ ________ ________ ________
F1B 0.500
F2B 0.000 0.500
F3B 0.000 0.000 0.500
IB 0.000 0.000 0.000 0.500
SB 0.000 0.000 0.000 0.000 0.300
TECHNICAL 8 OUTPUT
REPLICATION 1
UNIVARIATE ESTIMATION FOR U11
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.33019227D+03 0.0000000 0.0000000 EM
2 -0.31928789D+03 10.9043725 0.0330243 FS
3 -0.31351540D+03 5.7724930 0.0180793 FS
4 -0.31218014D+03 1.3352575 0.0042590 FS
5 -0.31212759D+03 0.0525554 0.0001683 FS
6 -0.31212891D+03 -0.0013243 -0.0000042 EM
REPLICATION 1
UNIVARIATE ESTIMATION FOR U21
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.33768367D+03 0.0000000 0.0000000 EM
2 -0.32917008D+03 8.5135904 0.0252117 FS
3 -0.32717533D+03 1.9947461 0.0060599 FS
4 -0.32671981D+03 0.4555188 0.0013923 FS
5 -0.32666736D+03 0.0524466 0.0001605 FS
6 -0.32666416D+03 0.0032043 0.0000098 FS
7 -0.32666414D+03 0.0000234 0.0000001 FS
REPLICATION 1
UNIVARIATE ESTIMATION FOR U31
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.32884511D+03 0.0000000 0.0000000 EM
2 -0.31783560D+03 11.0095088 0.0334793 FS
3 -0.31078237D+03 7.0532310 0.0221914 FS
4 -0.30751831D+03 3.2640643 0.0105027 FS
5 -0.30671306D+03 0.8052448 0.0026185 FS
6 -0.30663070D+03 0.0823582 0.0002685 FS
7 -0.30662676D+03 0.0039479 0.0000129 FS
8 -0.30662699D+03 -0.0002325 -0.0000008 EM
REPLICATION 1
UNIVARIATE ESTIMATION FOR U12
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.32574048D+03 0.0000000 0.0000000 EM
2 -0.30066781D+03 25.0726749 0.0769713 FS
3 -0.28817296D+03 12.4948454 0.0415570 FS
4 -0.28517543D+03 2.9975341 0.0104019 FS
5 -0.28512557D+03 0.0498630 0.0001749 FS
6 -0.28512444D+03 0.0011312 0.0000040 FS
7 -0.28512415D+03 0.0002879 0.0000010 FS
8 -0.28512414D+03 0.0000066 0.0000000 FS
REPLICATION 1
UNIVARIATE ESTIMATION FOR U22
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.32230337D+03 0.0000000 0.0000000 EM
2 -0.28739375D+03 34.9096251 0.1083129 FS
3 -0.26921481D+03 18.1789434 0.0632545 FS
4 -0.26135333D+03 7.8614749 0.0292015 FS
5 -0.26042939D+03 0.9239440 0.0035352 FS
6 -0.26042281D+03 0.0065780 0.0000253 FS
7 -0.26042130D+03 0.0015049 0.0000058 FS
8 -0.26042144D+03 -0.0001387 -0.0000005 EM
REPLICATION 1
UNIVARIATE ESTIMATION FOR U32
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.33386818D+03 0.0000000 0.0000000 EM
2 -0.32664300D+03 7.2251802 0.0216408 FS
3 -0.32336572D+03 3.2772808 0.0100332 FS
4 -0.32258905D+03 0.7766665 0.0024018 FS
5 -0.32251414D+03 0.0749079 0.0002322 FS
6 -0.32251124D+03 0.0029028 0.0000090 FS
7 -0.32251146D+03 -0.0002213 -0.0000007 EM
REPLICATION 1
UNIVARIATE ESTIMATION FOR U13
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.31274290D+03 0.0000000 0.0000000 EM
2 -0.25873663D+03 54.0062730 0.1726858 FS
3 -0.23454035D+03 24.1962781 0.0935170 FS
4 -0.22240369D+03 12.1366648 0.0517466 FS
5 -0.21916472D+03 3.2389638 0.0145634 FS
6 -0.21892049D+03 0.2442372 0.0011144 FS
7 -0.21890872D+03 0.0117614 0.0000537 FS
8 -0.21890657D+03 0.0021524 0.0000098 FS
9 -0.21890351D+03 0.0030591 0.0000140 FS
10 -0.21890319D+03 0.0003173 0.0000014 FS
11 -0.21890236D+03 0.0008377 0.0000038 FS
12 -0.21890238D+03 -0.0000177 -0.0000001 EM
REPLICATION 1
UNIVARIATE ESTIMATION FOR U23
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.30795206D+03 0.0000000 0.0000000 EM
2 -0.25914547D+03 48.8065990 0.1584877 FS
3 -0.23008224D+03 29.0632292 0.1121503 FS
4 -0.21048037D+03 19.6018673 0.0851950 FS
5 -0.20183152D+03 8.6488525 0.0410910 FS
6 -0.20066297D+03 1.1685499 0.0057897 FS
7 -0.20065963D+03 0.0033317 0.0000166 FS
8 -0.20066018D+03 -0.0005477 -0.0000027 EM
REPLICATION 1
UNIVARIATE ESTIMATION FOR U33
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.32471170D+03 0.0000000 0.0000000 EM
2 -0.30581474D+03 18.8969541 0.0581961 FS
3 -0.29389933D+03 11.9154193 0.0389629 FS
4 -0.28904079D+03 4.8585327 0.0165313 FS
5 -0.28841980D+03 0.6209959 0.0021485 FS
6 -0.28841849D+03 0.0013087 0.0000045 FS
7 -0.28841878D+03 -0.0002891 -0.0000010 EM
REPLICATION 1
BIVARIATE ESTIMATION FOR U11 AND U21
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.63892859D+03 0.0000000 0.0000000 EM
2 -0.60244652D+03 36.4820703 0.0570988 FS
3 -0.59011800D+03 12.3285198 0.0204641 FS
4 -0.58979748D+03 0.3205230 0.0005432 FS
5 -0.58979509D+03 0.0023936 0.0000041 FS
6 -0.58979495D+03 0.0001429 0.0000002 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U11 AND U31
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.61900889D+03 0.0000000 0.0000000 EM
2 -0.58112579D+03 37.8831044 0.0611996 FS
3 -0.56623735D+03 14.8884404 0.0256200 FS
4 -0.56603148D+03 0.2058655 0.0003636 FS
5 -0.56601898D+03 0.0125004 0.0000221 FS
6 -0.56601798D+03 0.0010041 0.0000018 FS
7 -0.56601793D+03 0.0000455 0.0000001 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U21 AND U31
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.63336134D+03 0.0000000 0.0000000 EM
2 -0.60292024D+03 30.4411003 0.0480628 FS
3 -0.59188415D+03 11.0360889 0.0183044 FS
4 -0.59182801D+03 0.0561460 0.0000949 FS
5 -0.59182734D+03 0.0006730 0.0000011 FS
6 -0.59182726D+03 0.0000745 0.0000001 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U11 AND U12
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.59741630D+03 0.0000000 0.0000000 EM
2 -0.58449486D+03 12.9214307 0.0216289 FS
3 -0.58401295D+03 0.4819100 0.0008245 FS
4 -0.58400435D+03 0.0086060 0.0000147 FS
5 -0.58400396D+03 0.0003854 0.0000007 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U21 AND U12
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.61176875D+03 0.0000000 0.0000000 EM
2 -0.60612536D+03 5.6433849 0.0092247 FS
3 -0.60608883D+03 0.0365357 0.0000603 FS
4 -0.60608778D+03 0.0010493 0.0000017 FS
5 -0.60608761D+03 0.0001694 0.0000003 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U31 AND U12
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.59184904D+03 0.0000000 0.0000000 EM
2 -0.58273342D+03 9.1156239 0.0154019 FS
3 -0.58268482D+03 0.0486045 0.0000834 FS
4 -0.58268346D+03 0.0013576 0.0000023 FS
5 -0.58268339D+03 0.0000690 0.0000001 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U11 AND U22
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.57281144D+03 0.0000000 0.0000000 EM
2 -0.55808388D+03 14.7275597 0.0257110 FS
3 -0.55383765D+03 4.2462336 0.0076086 FS
4 -0.55353475D+03 0.3028985 0.0005469 FS
5 -0.55351493D+03 0.0198205 0.0000358 FS
6 -0.55351419D+03 0.0007393 0.0000013 FS
7 -0.55351409D+03 0.0001031 0.0000002 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U21 AND U22
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.58716389D+03 0.0000000 0.0000000 EM
2 -0.57664884D+03 10.5150513 0.0179082 FS
3 -0.57503177D+03 1.6170755 0.0028043 FS
4 -0.57498299D+03 0.0487795 0.0000848 FS
5 -0.57498071D+03 0.0022747 0.0000040 FS
6 -0.57498058D+03 0.0001324 0.0000002 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U31 AND U22
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.56724419D+03 0.0000000 0.0000000 EM
2 -0.55683044D+03 10.4137502 0.0183585 FS
3 -0.55591709D+03 0.9133496 0.0016403 FS
4 -0.55591621D+03 0.0008772 0.0000016 FS
5 -0.55591614D+03 0.0000679 0.0000001 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U12 AND U22
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.54565159D+03 0.0000000 0.0000000 EM
2 -0.52828396D+03 17.3676280 0.0318292 FS
3 -0.52179478D+03 6.4891827 0.0122835 FS
4 -0.52114913D+03 0.6456496 0.0012374 FS
5 -0.52110436D+03 0.0447673 0.0000859 FS
6 -0.52110033D+03 0.0040392 0.0000078 FS
7 -0.52109995D+03 0.0003755 0.0000007 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U11 AND U32
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.63461274D+03 0.0000000 0.0000000 EM
2 -0.62697215D+03 7.6405960 0.0120398 FS
3 -0.62693129D+03 0.0408528 0.0000652 FS
4 -0.62693085D+03 0.0004400 0.0000007 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U21 AND U32
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.64896519D+03 0.0000000 0.0000000 EM
2 -0.64560621D+03 3.3589814 0.0051759 FS
3 -0.64548177D+03 0.1244392 0.0001927 FS
4 -0.64547636D+03 0.0054133 0.0000084 FS
5 -0.64547593D+03 0.0004237 0.0000007 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U31 AND U32
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.62904549D+03 0.0000000 0.0000000 EM
2 -0.62316796D+03 5.8775333 0.0093436 FS
3 -0.62176316D+03 1.4047974 0.0022543 FS
4 -0.62174353D+03 0.0196319 0.0000316 FS
5 -0.62173491D+03 0.0086201 0.0000139 FS
6 -0.62173203D+03 0.0028806 0.0000046 FS
7 -0.62173065D+03 0.0013811 0.0000022 FS
8 -0.62173001D+03 0.0006383 0.0000010 FS
9 -0.62172977D+03 0.0002390 0.0000004 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U12 AND U32
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.60745289D+03 0.0000000 0.0000000 EM
2 -0.58234678D+03 25.1061086 0.0413301 FS
3 -0.57851032D+03 3.8364634 0.0065879 FS
4 -0.57774947D+03 0.7608540 0.0013152 FS
5 -0.57772875D+03 0.0207156 0.0000359 FS
6 -0.57772551D+03 0.0032422 0.0000056 FS
7 -0.57772464D+03 0.0008702 0.0000015 FS
8 -0.57772457D+03 0.0000684 0.0000001 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U22 AND U32
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.58284804D+03 0.0000000 0.0000000 EM
2 -0.56341774D+03 19.4302988 0.0333368 FS
3 -0.55722807D+03 6.1896661 0.0109859 FS
4 -0.55683308D+03 0.3949947 0.0007089 FS
5 -0.55682546D+03 0.0076181 0.0000137 FS
6 -0.55682457D+03 0.0008910 0.0000016 FS
7 -0.55682464D+03 -0.0000739 -0.0000001 EM
REPLICATION 1
BIVARIATE ESTIMATION FOR U11 AND U13
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.53060135D+03 0.0000000 0.0000000 EM
2 -0.52480912D+03 5.7922283 0.0109163 FS
3 -0.52405538D+03 0.7537355 0.0014362 FS
4 -0.52400144D+03 0.0539400 0.0001029 FS
5 -0.52399672D+03 0.0047259 0.0000090 FS
6 -0.52399628D+03 0.0004393 0.0000008 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U21 AND U13
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.54495380D+03 0.0000000 0.0000000 EM
2 -0.54209024D+03 2.8635622 0.0052547 FS
3 -0.54200463D+03 0.0856041 0.0001579 FS
4 -0.54200260D+03 0.0020279 0.0000037 FS
5 -0.54200249D+03 0.0001159 0.0000002 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U31 AND U13
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.52503409D+03 0.0000000 0.0000000 EM
2 -0.52383053D+03 1.2035681 0.0022924 FS
3 -0.52365580D+03 0.1747273 0.0003336 FS
4 -0.52364560D+03 0.0101992 0.0000195 FS
5 -0.52364403D+03 0.0015741 0.0000030 FS
6 -0.52364381D+03 0.0002209 0.0000004 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U12 AND U13
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.50344150D+03 0.0000000 0.0000000 EM
2 -0.49081050D+03 12.6309988 0.0250893 FS
3 -0.48868269D+03 2.1278061 0.0043353 FS
4 -0.48862906D+03 0.0536368 0.0001098 FS
5 -0.48862571D+03 0.0033409 0.0000068 FS
6 -0.48862532D+03 0.0003995 0.0000008 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U22 AND U13
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.47883664D+03 0.0000000 0.0000000 EM
2 -0.46728095D+03 11.5556949 0.0241329 FS
3 -0.46628628D+03 0.9946664 0.0021286 FS
4 -0.46607656D+03 0.2097269 0.0004498 FS
5 -0.46605922D+03 0.0173366 0.0000372 FS
6 -0.46605571D+03 0.0035110 0.0000075 FS
7 -0.46605529D+03 0.0004194 0.0000009 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U32 AND U13
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.54063794D+03 0.0000000 0.0000000 EM
2 -0.52962570D+03 11.0122420 0.0203690 FS
3 -0.52899932D+03 0.6263781 0.0011827 FS
4 -0.52893904D+03 0.0602807 0.0001140 FS
5 -0.52893768D+03 0.0013669 0.0000026 FS
6 -0.52893760D+03 0.0000772 0.0000001 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U11 AND U23
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.51263274D+03 0.0000000 0.0000000 EM
2 -0.50942838D+03 3.2043584 0.0062508 FS
3 -0.50923909D+03 0.1892915 0.0003716 FS
4 -0.50923234D+03 0.0067505 0.0000133 FS
5 -0.50923206D+03 0.0002856 0.0000006 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U21 AND U23
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.52698519D+03 0.0000000 0.0000000 EM
2 -0.52331998D+03 3.6652174 0.0069551 FS
3 -0.52327230D+03 0.0476793 0.0000911 FS
4 -0.52326633D+03 0.0059622 0.0000114 FS
5 -0.52326543D+03 0.0009009 0.0000017 FS
6 -0.52326530D+03 0.0001372 0.0000003 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U31 AND U23
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.50706549D+03 0.0000000 0.0000000 EM
2 -0.50242089D+03 4.6446022 0.0091598 FS
3 -0.50241028D+03 0.0106038 0.0000211 FS
4 -0.50240882D+03 0.0014687 0.0000029 FS
5 -0.50240868D+03 0.0001323 0.0000003 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U12 AND U23
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.48547289D+03 0.0000000 0.0000000 EM
2 -0.47302515D+03 12.4477435 0.0256405 FS
3 -0.47163542D+03 1.3897269 0.0029380 FS
4 -0.47154864D+03 0.0867777 0.0001840 FS
5 -0.47154542D+03 0.0032263 0.0000068 FS
6 -0.47154480D+03 0.0006173 0.0000013 FS
7 -0.47154477D+03 0.0000294 0.0000001 EM
REPLICATION 1
BIVARIATE ESTIMATION FOR U22 AND U23
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.46086804D+03 0.0000000 0.0000000 EM
2 -0.45141266D+03 9.4553790 0.0205165 FS
3 -0.44875470D+03 2.6579643 0.0058881 FS
4 -0.44873382D+03 0.0208732 0.0000465 FS
5 -0.44873368D+03 0.0001447 0.0000003 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U32 AND U23
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.52266934D+03 0.0000000 0.0000000 EM
2 -0.51326573D+03 9.4036106 0.0179915 FS
3 -0.51203798D+03 1.2277536 0.0023920 FS
4 -0.51197671D+03 0.0612668 0.0001197 FS
5 -0.51197364D+03 0.0030716 0.0000060 FS
6 -0.51197346D+03 0.0001745 0.0000003 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U13 AND U23
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.41865794D+03 0.0000000 0.0000000 EM
2 -0.39767177D+03 20.9861774 0.0501273 FS
3 -0.38501199D+03 12.6597812 0.0318347 EM
4 -0.38013534D+03 4.8766499 0.0126662 QN
5 -0.38013533D+03 0.0000014 0.0000000 EM
REPLICATION 1
BIVARIATE ESTIMATION FOR U11 AND U33
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.60050731D+03 0.0000000 0.0000000 EM
2 -0.59401780D+03 6.4895102 0.0108067 FS
3 -0.59383887D+03 0.1789301 0.0003012 FS
4 -0.59383049D+03 0.0083802 0.0000141 FS
5 -0.59383015D+03 0.0003463 0.0000006 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U21 AND U33
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.61485977D+03 0.0000000 0.0000000 EM
2 -0.60855345D+03 6.3063114 0.0102565 FS
3 -0.60793464D+03 0.6188178 0.0010169 FS
4 -0.60790951D+03 0.0251278 0.0000413 FS
5 -0.60790837D+03 0.0011377 0.0000019 FS
6 -0.60790831D+03 0.0000603 0.0000001 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U31 AND U33
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.59494006D+03 0.0000000 0.0000000 EM
2 -0.59158260D+03 3.3574618 0.0056434 FS
3 -0.59139642D+03 0.1861803 0.0003147 FS
4 -0.59138327D+03 0.0131503 0.0000222 FS
5 -0.59138214D+03 0.0011291 0.0000019 FS
6 -0.59138204D+03 0.0001008 0.0000002 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U12 AND U33
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.57334747D+03 0.0000000 0.0000000 EM
2 -0.56576492D+03 7.5825458 0.0132250 FS
3 -0.56548392D+03 0.2809978 0.0004967 FS
4 -0.56546727D+03 0.0166564 0.0000295 FS
5 -0.56546569D+03 0.0015786 0.0000028 FS
6 -0.56546552D+03 0.0001620 0.0000003 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U22 AND U33
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.54874261D+03 0.0000000 0.0000000 EM
2 -0.54149370D+03 7.2489135 0.0132100 FS
3 -0.54117293D+03 0.3207649 0.0005924 FS
4 -0.54116927D+03 0.0036645 0.0000068 FS
5 -0.54116923D+03 0.0000367 0.0000001 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U32 AND U33
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.61054391D+03 0.0000000 0.0000000 EM
2 -0.60208181D+03 8.4621020 0.0138599 FS
3 -0.60126063D+03 0.8211776 0.0013639 FS
4 -0.60123812D+03 0.0225086 0.0000374 FS
5 -0.60123687D+03 0.0012562 0.0000021 FS
6 -0.60123678D+03 0.0000833 0.0000001 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U13 AND U33
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.50653252D+03 0.0000000 0.0000000 EM
2 -0.48477219D+03 21.7603254 0.0429594 FS
3 -0.47194897D+03 12.8232254 0.0264521 FS
4 -0.46994815D+03 2.0008142 0.0042395 FS
5 -0.46989626D+03 0.0518951 0.0001104 FS
6 -0.46989186D+03 0.0043928 0.0000093 FS
7 -0.46989145D+03 0.0004150 0.0000009 FS
REPLICATION 1
BIVARIATE ESTIMATION FOR U23 AND U33
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.48856391D+03 0.0000000 0.0000000 EM
2 -0.46753326D+03 21.0306539 0.0430459 FS
3 -0.45548550D+03 12.0477558 0.0257688 FS
4 -0.45385031D+03 1.6351880 0.0035900 FS
5 -0.45383673D+03 0.0135850 0.0000299 FS
6 -0.45383672D+03 0.0000081 0.0000000 EM
TECHNICAL 9 OUTPUT
Error messages for each replication (if any)
SAVEDATA INFORMATION
Order of variables
U11
U21
U31
U12
U22
U32
U13
U23
U33
CLUSTER
Save file
ex9.15.dat
Save file format Free
Save file record length 10000
Beginning Time: 22:26:38
Ending Time: 22:26:42
Elapsed Time: 00:00:04
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