Mplus VERSION 8.8
MUTHEN & MUTHEN
04/19/2022 11:08 PM
INPUT INSTRUCTIONS
TITLE: this is an example of a Monte Carlo
simulation study for discrete-time survival
analysis
MONTECARLO:
NAMES = u1-u4 x;
NOBSERVATIONS = 1000;
NREPS = 100;
GENERATE = u1-u4(1);
MISSING = u2-u4;
CATEGORICAL = u1-u4;
MODEL POPULATION:
[x@0]; x@1;
[u1$1*2 u2$1*1.5 u3$1*1 u4$1*1];
f BY u1-u4@1;
f ON x*.5;
f@0;
MODEL MISSING:
[u2-u4@-15];
u2 ON u1@30;
u3 ON u1-u2@30;
u4 ON u1-u3@30;
ANALYSIS: ESTIMATOR = MLR;
MODEL: [u1$1*2 u2$1*1.5 u3$1*1 u4$1*1];
f BY u1-u4@1;
f ON x*.5;
f@0;
OUTPUT: TECH8 TECH9;
INPUT READING TERMINATED NORMALLY
this is an example of a Monte Carlo
simulation study for discrete-time survival
analysis
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 1000
Number of replications
Requested 100
Completed 100
Value of seed 0
Number of dependent variables 4
Number of independent variables 1
Number of continuous latent variables 1
Observed dependent variables
Binary and ordered categorical (ordinal)
U1 U2 U3 U4
Observed independent variables
X
Continuous latent variables
F
Estimator MLR
Information matrix OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
Maximum number of iterations 100
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 15
Minimum value for logit thresholds -15
Minimum expected cell size for chi-square 0.100D-01
Maximum number of iterations for H1 2000
Convergence criterion for H1 0.100D-03
Optimization algorithm EMA
Integration Specifications
Type STANDARD
Number of integration points 15
Dimensions of numerical integration 0
Adaptive quadrature ON
Link LOGIT
Cholesky ON
SUMMARY OF DATA FOR THE FIRST REPLICATION
Number of missing data patterns 4
Number of y missing data patterns 0
Number of u missing data patterns 4
SUMMARY OF MISSING DATA PATTERNS FOR THE FIRST REPLICATION
MISSING DATA PATTERNS FOR U (x = not missing)
1 2 3 4
U1 x x x x
U2 x x x
U3 x x
U4 x
MISSING DATA PATTERN FREQUENCIES FOR U
Pattern Frequency Pattern Frequency Pattern Frequency
1 536 3 169
2 130 4 165
COVARIANCE COVERAGE OF DATA FOR THE FIRST REPLICATION
Minimum covariance coverage value 0.100
PROPORTION OF DATA PRESENT FOR U
Covariance Coverage
U1 U2 U3 U4
________ ________ ________ ________
U1 1.000
U2 0.870 0.870
U3 0.701 0.701 0.701
U4 0.536 0.536 0.536 0.536
SAMPLE STATISTICS FOR THE FIRST REPLICATION
SAMPLE STATISTICS
Means
X
________
0.041
Covariances
X
________
X 1.020
Correlations
X
________
X 1.000
MODEL FIT INFORMATION
Number of Free Parameters 5
Loglikelihood
H0 Value
Mean -1451.329
Std Dev 18.673
Number of successful computations 100
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.990 -1494.769 -1499.898
0.980 0.980 -1489.678 -1491.222
0.950 0.950 -1482.045 -1483.340
0.900 0.920 -1475.261 -1473.348
0.800 0.800 -1467.044 -1467.854
0.700 0.690 -1461.121 -1461.284
0.500 0.510 -1451.329 -1450.542
0.300 0.280 -1441.537 -1442.619
0.200 0.170 -1435.614 -1436.283
0.100 0.100 -1427.398 -1427.569
0.050 0.060 -1420.614 -1420.029
0.020 0.020 -1412.980 -1413.959
0.010 0.010 -1407.890 -1408.730
Information Criteria
Akaike (AIC)
Mean 2912.658
Std Dev 37.346
Number of successful computations 100
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.990 2825.780 2807.752
0.980 0.980 2835.960 2827.460
0.950 0.940 2851.227 2846.758
0.900 0.900 2864.795 2856.919
0.800 0.830 2881.228 2881.649
0.700 0.720 2893.074 2894.913
0.500 0.490 2912.658 2910.832
0.300 0.310 2932.243 2932.342
0.200 0.200 2944.089 2943.108
0.100 0.080 2960.521 2953.819
0.050 0.050 2974.089 2968.258
0.020 0.020 2989.356 2987.810
0.010 0.010 2999.537 2992.444
Bayesian (BIC)
Mean 2937.197
Std Dev 37.346
Number of successful computations 100
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.990 2850.318 2832.291
0.980 0.980 2860.499 2851.998
0.950 0.940 2875.766 2871.297
0.900 0.900 2889.334 2881.458
0.800 0.830 2905.766 2906.188
0.700 0.720 2917.613 2919.451
0.500 0.490 2937.197 2935.371
0.300 0.310 2956.781 2956.881
0.200 0.200 2968.628 2967.647
0.100 0.080 2985.060 2978.357
0.050 0.050 2998.628 2992.797
0.020 0.020 3013.895 3012.349
0.010 0.010 3024.076 3016.983
Sample-Size Adjusted BIC (n* = (n + 2) / 24)
Mean 2921.317
Std Dev 37.346
Number of successful computations 100
Proportions Percentiles
Expected Observed Expected Observed
0.990 0.990 2834.438 2816.411
0.980 0.980 2844.619 2836.118
0.950 0.940 2859.886 2855.416
0.900 0.900 2873.454 2865.578
0.800 0.830 2889.886 2890.308
0.700 0.720 2901.732 2903.571
0.500 0.490 2921.317 2919.490
0.300 0.310 2940.901 2941.001
0.200 0.200 2952.747 2951.767
0.100 0.080 2969.180 2962.477
0.050 0.050 2982.748 2976.916
0.020 0.020 2998.015 2996.469
0.010 0.010 3008.196 3001.103
MODEL RESULTS
ESTIMATES S. E. M. S. E. 95% % Sig
Population Average Std. Dev. Average Cover Coeff
F BY
U1 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
U2 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
U3 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
U4 1.000 1.0000 0.0000 0.0000 0.0000 1.000 0.000
F ON
X 0.500 0.4987 0.0539 0.0492 0.0029 0.910 1.000
Thresholds
U1$1 2.000 2.0062 0.0975 0.0977 0.0095 0.970 1.000
U2$1 1.500 1.5102 0.0969 0.0893 0.0094 0.940 1.000
U3$1 1.000 0.9866 0.0914 0.0871 0.0084 0.900 1.000
U4$1 1.000 1.0071 0.0928 0.1033 0.0086 0.970 1.000
Residual Variances
F 0.000 0.0000 0.0000 0.0000 0.0000 1.000 0.000
QUALITY OF NUMERICAL RESULTS
Average Condition Number for the Information Matrix 0.208E+00
(ratio of smallest to largest eigenvalue)
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION
TAU
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
2 3 4 5
NU
U1 U2 U3 U4 X
________ ________ ________ ________ ________
0 0 0 0 0
LAMBDA
F X
________ ________
U1 0 0
U2 0 0
U3 0 0
U4 0 0
X 0 0
THETA
U1 U2 U3 U4 X
________ ________ ________ ________ ________
U1 0
U2 0 0
U3 0 0 0
U4 0 0 0 0
X 0 0 0 0 0
ALPHA
F X
________ ________
0 0
BETA
F X
________ ________
F 0 1
X 0 0
PSI
F X
________ ________
F 0
X 0 0
STARTING VALUES
TAU
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
2.000 1.500 1.000 1.000
NU
U1 U2 U3 U4 X
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
F X
________ ________
U1 1.000 0.000
U2 1.000 0.000
U3 1.000 0.000
U4 1.000 0.000
X 0.000 1.000
THETA
U1 U2 U3 U4 X
________ ________ ________ ________ ________
U1 1.000
U2 0.000 1.000
U3 0.000 0.000 1.000
U4 0.000 0.000 0.000 1.000
X 0.000 0.000 0.000 0.000 0.000
ALPHA
F X
________ ________
0.000 0.000
BETA
F X
________ ________
F 0.000 0.500
X 0.000 0.000
PSI
F X
________ ________
F 0.000
X 0.000 0.500
POPULATION VALUES
TAU
U1$1 U2$1 U3$1 U4$1
________ ________ ________ ________
2.000 1.500 1.000 1.000
NU
U1 U2 U3 U4 X
________ ________ ________ ________ ________
0.000 0.000 0.000 0.000 0.000
LAMBDA
F X
________ ________
U1 1.000 0.000
U2 1.000 0.000
U3 1.000 0.000
U4 1.000 0.000
X 0.000 1.000
THETA
U1 U2 U3 U4 X
________ ________ ________ ________ ________
U1 0.000
U2 0.000 0.000
U3 0.000 0.000 0.000
U4 0.000 0.000 0.000 0.000
X 0.000 0.000 0.000 0.000 0.000
ALPHA
F X
________ ________
0.000 0.000
BETA
F X
________ ________
F 0.000 0.500
X 0.000 0.000
PSI
F X
________ ________
F 0.000
X 0.000 1.000
TECHNICAL 8 OUTPUT
TECHNICAL 8 OUTPUT FOR REPLICATION 1
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14327321D+04 0.0000000 0.0000000 EM
2 -0.14279883D+04 4.7438479 0.0033111 EM
3 -0.14279759D+04 0.0124057 0.0000087 EM
4 -0.14279759D+04 0.0000002 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 2
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14579653D+04 0.0000000 0.0000000 EM
2 -0.14569951D+04 0.9701149 0.0006654 EM
3 -0.14569933D+04 0.0018659 0.0000013 EM
4 -0.14569933D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 3
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14224663D+04 0.0000000 0.0000000 EM
2 -0.14206802D+04 1.7860998 0.0012556 EM
3 -0.14206775D+04 0.0026845 0.0000019 EM
4 -0.14206775D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 4
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14515282D+04 0.0000000 0.0000000 EM
2 -0.14496280D+04 1.9002553 0.0013091 EM
3 -0.14496263D+04 0.0016997 0.0000012 EM
4 -0.14496263D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 5
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14751069D+04 0.0000000 0.0000000 EM
2 -0.14717583D+04 3.3486422 0.0022701 EM
3 -0.14717473D+04 0.0109863 0.0000075 EM
4 -0.14717473D+04 0.0000002 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 6
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14733761D+04 0.0000000 0.0000000 EM
2 -0.14692313D+04 4.1448623 0.0028132 EM
3 -0.14692217D+04 0.0095250 0.0000065 EM
4 -0.14692217D+04 0.0000001 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 7
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14638865D+04 0.0000000 0.0000000 EM
2 -0.14627108D+04 1.1757340 0.0008032 EM
3 -0.14627100D+04 0.0007874 0.0000005 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 8
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14485843D+04 0.0000000 0.0000000 EM
2 -0.14473794D+04 1.2049508 0.0008318 EM
3 -0.14473779D+04 0.0014420 0.0000010 EM
4 -0.14473779D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 9
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14405988D+04 0.0000000 0.0000000 EM
2 -0.14392186D+04 1.3801626 0.0009580 EM
3 -0.14392182D+04 0.0003724 0.0000003 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 10
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14511805D+04 0.0000000 0.0000000 EM
2 -0.14502412D+04 0.9393159 0.0006473 EM
3 -0.14502403D+04 0.0008820 0.0000006 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 11
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14499891D+04 0.0000000 0.0000000 EM
2 -0.14480088D+04 1.9802765 0.0013657 EM
3 -0.14480046D+04 0.0042401 0.0000029 EM
4 -0.14480046D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 12
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14239949D+04 0.0000000 0.0000000 EM
2 -0.14200361D+04 3.9588426 0.0027801 EM
3 -0.14200287D+04 0.0073803 0.0000052 EM
4 -0.14200287D+04 0.0000001 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 13
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14510640D+04 0.0000000 0.0000000 EM
2 -0.14484109D+04 2.6531260 0.0018284 EM
3 -0.14484074D+04 0.0034438 0.0000024 EM
4 -0.14484074D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 14
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14405907D+04 0.0000000 0.0000000 EM
2 -0.14337909D+04 6.7998280 0.0047202 EM
3 -0.14337791D+04 0.0117623 0.0000082 EM
4 -0.14337791D+04 0.0000001 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 15
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14605501D+04 0.0000000 0.0000000 EM
2 -0.14582691D+04 2.2809493 0.0015617 EM
3 -0.14582660D+04 0.0031533 0.0000022 EM
4 -0.14582660D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 16
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14580656D+04 0.0000000 0.0000000 EM
2 -0.14567650D+04 1.3006202 0.0008920 EM
3 -0.14567640D+04 0.0009415 0.0000006 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 17
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14445899D+04 0.0000000 0.0000000 EM
2 -0.14424602D+04 2.1297285 0.0014743 EM
3 -0.14424563D+04 0.0038914 0.0000027 EM
4 -0.14424563D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 18
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14579003D+04 0.0000000 0.0000000 EM
2 -0.14564751D+04 1.4251397 0.0009775 EM
3 -0.14564734D+04 0.0017820 0.0000012 EM
4 -0.14564734D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 19
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14750205D+04 0.0000000 0.0000000 EM
2 -0.14720625D+04 2.9579537 0.0020054 EM
3 -0.14720582D+04 0.0043702 0.0000030 EM
4 -0.14720582D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 20
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14568242D+04 0.0000000 0.0000000 EM
2 -0.14555226D+04 1.3015381 0.0008934 EM
3 -0.14555216D+04 0.0010814 0.0000007 EM
4 -0.14555216D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 21
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14111550D+04 0.0000000 0.0000000 EM
2 -0.14087361D+04 2.4188784 0.0017141 EM
3 -0.14087298D+04 0.0063540 0.0000045 EM
4 -0.14087298D+04 0.0000001 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 22
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14595671D+04 0.0000000 0.0000000 EM
2 -0.14589326D+04 0.6345710 0.0004348 EM
3 -0.14589322D+04 0.0003878 0.0000003 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 23
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14202504D+04 0.0000000 0.0000000 EM
2 -0.14139916D+04 6.2587325 0.0044068 EM
3 -0.14139586D+04 0.0330027 0.0000233 EM
4 -0.14139586D+04 0.0000016 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 24
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14411080D+04 0.0000000 0.0000000 EM
2 -0.14356643D+04 5.4437900 0.0037775 EM
3 -0.14356476D+04 0.0166345 0.0000116 EM
4 -0.14356476D+04 0.0000003 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 25
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14585732D+04 0.0000000 0.0000000 EM
2 -0.14567128D+04 1.8603367 0.0012754 EM
3 -0.14567117D+04 0.0011037 0.0000008 EM
4 -0.14567117D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 26
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14359223D+04 0.0000000 0.0000000 EM
2 -0.14336183D+04 2.3040007 0.0016045 EM
3 -0.14336161D+04 0.0021879 0.0000015 EM
4 -0.14336161D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 27
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14386073D+04 0.0000000 0.0000000 EM
2 -0.14367076D+04 1.8997206 0.0013205 EM
3 -0.14367037D+04 0.0038418 0.0000027 EM
4 -0.14367037D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 28
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14623891D+04 0.0000000 0.0000000 EM
2 -0.14597153D+04 2.6737330 0.0018283 EM
3 -0.14597113D+04 0.0040580 0.0000028 EM
4 -0.14597113D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 29
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14527593D+04 0.0000000 0.0000000 EM
2 -0.14520076D+04 0.7516681 0.0005174 EM
3 -0.14520073D+04 0.0002848 0.0000002 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 30
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14730255D+04 0.0000000 0.0000000 EM
2 -0.14717213D+04 1.3041565 0.0008854 EM
3 -0.14717200D+04 0.0013702 0.0000009 EM
4 -0.14717200D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 31
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14491329D+04 0.0000000 0.0000000 EM
2 -0.14478555D+04 1.2774353 0.0008815 EM
3 -0.14478549D+04 0.0006138 0.0000004 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 32
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14258013D+04 0.0000000 0.0000000 EM
2 -0.14234643D+04 2.3369364 0.0016390 EM
3 -0.14234596D+04 0.0047804 0.0000034 EM
4 -0.14234596D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 33
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14716873D+04 0.0000000 0.0000000 EM
2 -0.14706158D+04 1.0715418 0.0007281 EM
3 -0.14706144D+04 0.0013399 0.0000009 EM
4 -0.14706144D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 34
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14448094D+04 0.0000000 0.0000000 EM
2 -0.14430265D+04 1.7829069 0.0012340 EM
3 -0.14430241D+04 0.0023324 0.0000016 EM
4 -0.14430241D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 35
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14636653D+04 0.0000000 0.0000000 EM
2 -0.14560875D+04 7.5778151 0.0051773 EM
3 -0.14560763D+04 0.0112194 0.0000077 EM
4 -0.14560763D+04 0.0000001 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 36
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14380124D+04 0.0000000 0.0000000 EM
2 -0.14358286D+04 2.1837182 0.0015186 EM
3 -0.14358247D+04 0.0039758 0.0000028 EM
4 -0.14358247D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 37
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14678816D+04 0.0000000 0.0000000 EM
2 -0.14665334D+04 1.3481916 0.0009185 EM
3 -0.14665322D+04 0.0012188 0.0000008 EM
4 -0.14665322D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 38
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14755674D+04 0.0000000 0.0000000 EM
2 -0.14733548D+04 2.2125851 0.0014995 EM
3 -0.14733483D+04 0.0065404 0.0000044 EM
4 -0.14733483D+04 0.0000001 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 39
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14907611D+04 0.0000000 0.0000000 EM
2 -0.14889103D+04 1.8508245 0.0012415 EM
3 -0.14889052D+04 0.0051005 0.0000034 EM
4 -0.14889052D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 40
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14039271D+04 0.0000000 0.0000000 EM
2 -0.13988982D+04 5.0289083 0.0035820 EM
3 -0.13988760D+04 0.0222137 0.0000159 EM
4 -0.13988760D+04 0.0000007 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 41
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14563709D+04 0.0000000 0.0000000 EM
2 -0.14547295D+04 1.6413951 0.0011270 EM
3 -0.14547286D+04 0.0009822 0.0000007 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 42
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14574024D+04 0.0000000 0.0000000 EM
2 -0.14504305D+04 6.9718827 0.0047838 EM
3 -0.14504160D+04 0.0145519 0.0000100 EM
4 -0.14504160D+04 0.0000002 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 43
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14531096D+04 0.0000000 0.0000000 EM
2 -0.14489046D+04 4.2050679 0.0028938 EM
3 -0.14488978D+04 0.0067675 0.0000047 EM
4 -0.14488978D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 44
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14384694D+04 0.0000000 0.0000000 EM
2 -0.14362867D+04 2.1826952 0.0015174 EM
3 -0.14362827D+04 0.0040210 0.0000028 EM
4 -0.14362827D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 45
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14463379D+04 0.0000000 0.0000000 EM
2 -0.14426261D+04 3.7118323 0.0025664 EM
3 -0.14426192D+04 0.0069325 0.0000048 EM
4 -0.14426192D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 46
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14743422D+04 0.0000000 0.0000000 EM
2 -0.14701678D+04 4.1744742 0.0028314 EM
3 -0.14701599D+04 0.0079127 0.0000054 EM
4 -0.14701599D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 47
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14545261D+04 0.0000000 0.0000000 EM
2 -0.14523527D+04 2.1733613 0.0014942 EM
3 -0.14523519D+04 0.0007691 0.0000005 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 48
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14307336D+04 0.0000000 0.0000000 EM
2 -0.14275769D+04 3.1566605 0.0022063 EM
3 -0.14275694D+04 0.0075176 0.0000053 EM
4 -0.14275694D+04 0.0000001 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 49
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14474078D+04 0.0000000 0.0000000 EM
2 -0.14457171D+04 1.6906252 0.0011680 EM
3 -0.14457142D+04 0.0028933 0.0000020 EM
4 -0.14457142D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 50
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14654349D+04 0.0000000 0.0000000 EM
2 -0.14644567D+04 0.9781930 0.0006675 EM
3 -0.14644548D+04 0.0018784 0.0000013 EM
4 -0.14644548D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 51
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14517932D+04 0.0000000 0.0000000 EM
2 -0.14505433D+04 1.2499085 0.0008609 EM
3 -0.14505420D+04 0.0012446 0.0000009 EM
4 -0.14505420D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 52
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.15068066D+04 0.0000000 0.0000000 EM
2 -0.14999350D+04 6.8716673 0.0045604 EM
3 -0.14998978D+04 0.0371764 0.0000248 EM
4 -0.14998978D+04 0.0000011 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 53
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14828022D+04 0.0000000 0.0000000 EM
2 -0.14790873D+04 3.7149280 0.0025053 EM
3 -0.14790760D+04 0.0113291 0.0000077 EM
4 -0.14790760D+04 0.0000001 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 54
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14736467D+04 0.0000000 0.0000000 EM
2 -0.14677540D+04 5.8927410 0.0039987 EM
3 -0.14677321D+04 0.0219074 0.0000149 EM
4 -0.14677321D+04 0.0000005 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 55
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14657063D+04 0.0000000 0.0000000 EM
2 -0.14635099D+04 2.1963803 0.0014985 EM
3 -0.14635067D+04 0.0032789 0.0000022 EM
4 -0.14635067D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 56
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14609727D+04 0.0000000 0.0000000 EM
2 -0.14556104D+04 5.3622407 0.0036703 EM
3 -0.14555977D+04 0.0127071 0.0000087 EM
4 -0.14555977D+04 0.0000001 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 57
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14491439D+04 0.0000000 0.0000000 EM
2 -0.14480746D+04 1.0692970 0.0007379 EM
3 -0.14480742D+04 0.0004862 0.0000003 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 58
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14619608D+04 0.0000000 0.0000000 EM
2 -0.14600735D+04 1.8873564 0.0012910 EM
3 -0.14600702D+04 0.0033200 0.0000023 EM
4 -0.14600702D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 59
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14516286D+04 0.0000000 0.0000000 EM
2 -0.14467200D+04 4.9086041 0.0033814 EM
3 -0.14467145D+04 0.0054727 0.0000038 EM
4 -0.14467145D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 60
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14434133D+04 0.0000000 0.0000000 EM
2 -0.14410120D+04 2.4013512 0.0016637 EM
3 -0.14410104D+04 0.0015884 0.0000011 EM
4 -0.14410104D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 61
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14657292D+04 0.0000000 0.0000000 EM
2 -0.14629941D+04 2.7351053 0.0018660 EM
3 -0.14629890D+04 0.0050762 0.0000035 EM
4 -0.14629890D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 62
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14475248D+04 0.0000000 0.0000000 EM
2 -0.14468211D+04 0.7037464 0.0004862 EM
3 -0.14468208D+04 0.0002634 0.0000002 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 63
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14203345D+04 0.0000000 0.0000000 EM
2 -0.14183157D+04 2.0188138 0.0014214 EM
3 -0.14183109D+04 0.0048302 0.0000034 EM
4 -0.14183109D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 64
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14611380D+04 0.0000000 0.0000000 EM
2 -0.14605555D+04 0.5825040 0.0003987 EM
3 -0.14605554D+04 0.0000899 0.0000001 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 65
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14764009D+04 0.0000000 0.0000000 EM
2 -0.14719194D+04 4.4814563 0.0030354 EM
3 -0.14719093D+04 0.0101451 0.0000069 EM
4 -0.14719093D+04 0.0000001 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 66
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14401692D+04 0.0000000 0.0000000 EM
2 -0.14362911D+04 3.8780340 0.0026928 EM
3 -0.14362779D+04 0.0131974 0.0000092 EM
4 -0.14362779D+04 0.0000002 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 67
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14613292D+04 0.0000000 0.0000000 EM
2 -0.14603813D+04 0.9479658 0.0006487 EM
3 -0.14603807D+04 0.0005299 0.0000004 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 68
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14230014D+04 0.0000000 0.0000000 EM
2 -0.14209453D+04 2.0561513 0.0014449 EM
3 -0.14209413D+04 0.0039042 0.0000027 EM
4 -0.14209413D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 69
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14423097D+04 0.0000000 0.0000000 EM
2 -0.14386842D+04 3.6255026 0.0025137 EM
3 -0.14386794D+04 0.0047968 0.0000033 EM
4 -0.14386794D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 70
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14819616D+04 0.0000000 0.0000000 EM
2 -0.14772108D+04 4.7508320 0.0032058 EM
3 -0.14771990D+04 0.0117564 0.0000080 EM
4 -0.14771990D+04 0.0000002 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 71
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14634344D+04 0.0000000 0.0000000 EM
2 -0.14624061D+04 1.0282895 0.0007027 EM
3 -0.14624055D+04 0.0006568 0.0000004 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 72
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14453336D+04 0.0000000 0.0000000 EM
2 -0.14431245D+04 2.2091251 0.0015285 EM
3 -0.14431208D+04 0.0036533 0.0000025 EM
4 -0.14431208D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 73
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14501558D+04 0.0000000 0.0000000 EM
2 -0.14486402D+04 1.5156083 0.0010451 EM
3 -0.14486387D+04 0.0015207 0.0000010 EM
4 -0.14486387D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 74
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14687428D+04 0.0000000 0.0000000 EM
2 -0.14665569D+04 2.1858710 0.0014883 EM
3 -0.14665541D+04 0.0028511 0.0000019 EM
4 -0.14665541D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 75
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14489370D+04 0.0000000 0.0000000 EM
2 -0.14452717D+04 3.6652985 0.0025296 EM
3 -0.14452601D+04 0.0116579 0.0000081 EM
4 -0.14452601D+04 0.0000003 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 76
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14294545D+04 0.0000000 0.0000000 EM
2 -0.14264944D+04 2.9600481 0.0020708 EM
3 -0.14264880D+04 0.0064387 0.0000045 EM
4 -0.14264880D+04 0.0000001 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 77
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14629861D+04 0.0000000 0.0000000 EM
2 -0.14612859D+04 1.7001248 0.0011621 EM
3 -0.14612836D+04 0.0022979 0.0000016 EM
4 -0.14612836D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 78
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14471015D+04 0.0000000 0.0000000 EM
2 -0.14465360D+04 0.5655349 0.0003908 EM
3 -0.14465359D+04 0.0001429 0.0000001 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 79
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14596298D+04 0.0000000 0.0000000 EM
2 -0.14582967D+04 1.3331288 0.0009133 EM
3 -0.14582950D+04 0.0017487 0.0000012 EM
4 -0.14582950D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 80
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14655238D+04 0.0000000 0.0000000 EM
2 -0.14627261D+04 2.7976991 0.0019090 EM
3 -0.14627222D+04 0.0038547 0.0000026 EM
4 -0.14627222D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 81
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14405638D+04 0.0000000 0.0000000 EM
2 -0.14395379D+04 1.0258973 0.0007121 EM
3 -0.14395366D+04 0.0012752 0.0000009 EM
4 -0.14395366D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 82
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14635338D+04 0.0000000 0.0000000 EM
2 -0.14611750D+04 2.3588720 0.0016118 EM
3 -0.14611712D+04 0.0037669 0.0000026 EM
4 -0.14611712D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 83
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14929350D+04 0.0000000 0.0000000 EM
2 -0.14885978D+04 4.3372381 0.0029052 EM
3 -0.14885738D+04 0.0239894 0.0000161 EM
4 -0.14885738D+04 0.0000009 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 84
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14405819D+04 0.0000000 0.0000000 EM
2 -0.14382051D+04 2.3767898 0.0016499 EM
3 -0.14382022D+04 0.0029409 0.0000020 EM
4 -0.14382022D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 85
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14448321D+04 0.0000000 0.0000000 EM
2 -0.14423392D+04 2.4929691 0.0017254 EM
3 -0.14423296D+04 0.0095824 0.0000066 EM
4 -0.14423296D+04 0.0000003 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 86
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14841182D+04 0.0000000 0.0000000 EM
2 -0.14791639D+04 4.9543702 0.0033383 EM
3 -0.14791289D+04 0.0349210 0.0000236 EM
4 -0.14791289D+04 0.0000015 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 87
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14422953D+04 0.0000000 0.0000000 EM
2 -0.14402943D+04 2.0010106 0.0013874 EM
3 -0.14402908D+04 0.0035529 0.0000025 EM
4 -0.14402908D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 88
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14723115D+04 0.0000000 0.0000000 EM
2 -0.14700266D+04 2.2849396 0.0015519 EM
3 -0.14700234D+04 0.0031962 0.0000022 EM
4 -0.14700234D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 89
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14709839D+04 0.0000000 0.0000000 EM
2 -0.14678595D+04 3.1244584 0.0021241 EM
3 -0.14678545D+04 0.0049976 0.0000034 EM
4 -0.14678545D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 90
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14654545D+04 0.0000000 0.0000000 EM
2 -0.14648556D+04 0.5988235 0.0004086 EM
3 -0.14648553D+04 0.0002837 0.0000002 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 91
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14473135D+04 0.0000000 0.0000000 EM
2 -0.14458732D+04 1.4403011 0.0009952 EM
3 -0.14458729D+04 0.0002991 0.0000002 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 92
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14851709D+04 0.0000000 0.0000000 EM
2 -0.14833429D+04 1.8280412 0.0012309 EM
3 -0.14833404D+04 0.0024836 0.0000017 EM
4 -0.14833404D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 93
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14220905D+04 0.0000000 0.0000000 EM
2 -0.14183841D+04 3.7063751 0.0026063 EM
3 -0.14183790D+04 0.0051592 0.0000036 EM
4 -0.14183790D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 94
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14447555D+04 0.0000000 0.0000000 EM
2 -0.14432140D+04 1.5414480 0.0010669 EM
3 -0.14432098D+04 0.0041940 0.0000029 EM
4 -0.14432098D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 95
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14320231D+04 0.0000000 0.0000000 EM
2 -0.14307238D+04 1.2992137 0.0009073 EM
3 -0.14307223D+04 0.0015516 0.0000011 EM
4 -0.14307223D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 96
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14943024D+04 0.0000000 0.0000000 EM
2 -0.14912295D+04 3.0728924 0.0020564 EM
3 -0.14912221D+04 0.0074294 0.0000050 EM
4 -0.14912221D+04 0.0000000 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 97
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14333103D+04 0.0000000 0.0000000 EM
2 -0.14306411D+04 2.6692543 0.0018623 EM
3 -0.14306319D+04 0.0091625 0.0000064 EM
4 -0.14306319D+04 0.0000001 0.0000000 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 98
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14564381D+04 0.0000000 0.0000000 EM
2 -0.14558667D+04 0.5714354 0.0003924 EM
3 -0.14558664D+04 0.0002877 0.0000002 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 99
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14708935D+04 0.0000000 0.0000000 EM
2 -0.14702878D+04 0.6056869 0.0004118 EM
3 -0.14702875D+04 0.0002934 0.0000002 EM
TECHNICAL 8 OUTPUT FOR REPLICATION 100
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.14351932D+04 0.0000000 0.0000000 EM
2 -0.14308437D+04 4.3494309 0.0030306 EM
3 -0.14308317D+04 0.0120430 0.0000084 EM
4 -0.14308317D+04 0.0000002 0.0000000 EM
TECHNICAL 9 OUTPUT
Error messages for each replication (if any)
Beginning Time: 23:08:58
Ending Time: 23:08:59
Elapsed Time: 00:00:01
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
Back to examples