Mplus VERSION 3.0
MUTHEN & MUTHEN
07/07/2004 9:53 AM
INPUT INSTRUCTIONS
TITLE: Two-Part Latent Growth Model for Alcohol use
(Total Sample, Grades 6 thru 10)
Piecewise Growth Model
DATA: FILE IS ALCUSEXB.DAT;
VARIABLE: NAMES ARE
ID SCHCAT COHORT DSTSEX POORX ANTISBX
ALC6 ALC7 ALC8 ALC9 ALC10
ALC6X ALC7X ALC8X ALC9X ALC10X;
USEVAR = SCHCAT COHORT DSTSEX POORX ANTISBX
ALC6 ALC7 ALC8 ALC9 ALC10
ALC6X ALC7X ALC8X ALC9X ALC10X;
MISSING ARE ALL (999);
CATEGORICAL = ALC6X ALC7X ALC8X ALC9X ALC10X;
ANALYSIS: TYPE = MISSING;
MITERATIONS=50000;
COVERAGE=.00;
ESTIMATOR=MLR;
ALGORITHM= INTEGRATION;
MODEL:
intcptx BY ALC6X@1 ALC7X@1 ALC8X@1 ALC9X@1 ALC10X@1;
lin6_8x BY ALC6X@-2 ALC7X@-1 ALC8X@0 ALC9X@0 ALC10X@0;
lin8_10x BY ALC6X@0 ALC7X@0 ALC8X@0 ALC9X@1 ALC10X@2;
intcpt BY ALC6@1 ALC7@1 ALC8@1 ALC9@1 ALC10@1;
lin6_8 BY ALC6@-2 ALC7@-1 ALC8@0 ALC9@0 ALC10@0;
lin8_10 BY ALC6@0 ALC7@0 ALC8@0 ALC9@1 ALC10@2;
[ALC6-ALC10@0 intcpt lin6_8 lin8_10];
[ALC6X$1-ALC10X$1*0.5](1);
[intcptx@0 lin6_8x*-.5 lin8_10x*0.5];
intcpt lin6_8@0 lin8_10;
intcpt with lin6_8@0;
intcpt with lin8_10@0;
lin8_10 with lin6_8@0;
intcptx lin6_8x@0 lin8_10x;
intcptx with lin6_8x-lin8_10x@0;
intcptx with intcpt;
intcptx with lin6_8-lin8_10@0;
intcpt with lin6_8x-lin8_10x@0;
lin6_8 with lin8_10x@0;
lin6_8x with lin6_8-lin8_10@0;
lin6_8x with lin8_10x@0;
lin8_10x with lin8_10@0;
intcpt on SCHCAT DSTSEX COHORT ANTISBX POORX;
lin6_8 on SCHCAT DSTSEX COHORT ANTISBX POORX;
lin8_10 on SCHCAT DSTSEX COHORT ANTISBX POORX;
intcptx on SCHCAT DSTSEX COHORT ANTISBX POORX;
lin6_8x on SCHCAT DSTSEX COHORT ANTISBX POORX;
lin8_10x on SCHCAT DSTSEX COHORT ANTISBX POORX;
OUTPUT: SAMPSTAT STANDARDIZED TECH1 TECH8;
*** WARNING
Data set contains cases with missing on all variables except
x-variables. These cases were not included in the analysis.
Number of cases with missing on all variables except x-variables: 78
1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS
Two-Part Latent Growth Model for Alcohol use
(Total Sample, Grades 6 thru 10)
Piecewise Growth Model
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 961
Number of dependent variables 10
Number of independent variables 5
Number of continuous latent variables 6
Observed dependent variables
Continuous
ALC6 ALC7 ALC8 ALC9 ALC10
Binary and ordered categorical (ordinal)
ALC6X ALC7X ALC8X ALC9X ALC10X
Observed independent variables
SCHCAT COHORT DSTSEX POORX ANTISBX
Continuous latent variables
INTCPTX LIN6_8X LIN8_10X INTCPT LIN6_8 LIN8_10
Estimator MLR
Information matrix OBSERVED
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 50000
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 2
Adaptive quadrature ON
Cholesky OFF
Input data file(s)
ALCUSEXB.DAT
Input data format FREE
SUMMARY OF DATA
Number of patterns 70
COVARIANCE COVERAGE OF DATA
Minimum covariance coverage value 0.000
PROPORTION OF DATA PRESENT
Covariance Coverage
ALC6X ALC7X ALC8X ALC9X ALC10X
________ ________ ________ ________ ________
ALC6X 0.506
ALC7X 0.499 0.986
ALC8X 0.493 0.968 0.977
ALC9X 0.481 0.948 0.952 0.957
ALC10X 0.001 0.457 0.458 0.451 0.463
ALC6 0.149 0.147 0.146 0.140 0.001
ALC7 0.145 0.309 0.301 0.293 0.152
ALC8 0.188 0.370 0.376 0.360 0.174
ALC9 0.202 0.442 0.443 0.447 0.231
ALC10 0.000 0.231 0.231 0.226 0.236
SCHCAT 0.506 0.986 0.977 0.957 0.463
COHORT 0.506 0.986 0.977 0.957 0.463
DSTSEX 0.506 0.986 0.977 0.957 0.463
POORX 0.506 0.986 0.977 0.957 0.463
ANTISBX 0.506 0.986 0.977 0.957 0.463
Covariance Coverage
ALC6 ALC7 ALC8 ALC9 ALC10
________ ________ ________ ________ ________
ALC6 0.149
ALC7 0.080 0.309
ALC8 0.080 0.208 0.376
ALC9 0.092 0.213 0.286 0.447
ALC10 0.000 0.108 0.135 0.178 0.236
SCHCAT 0.149 0.309 0.376 0.447 0.236
COHORT 0.149 0.309 0.376 0.447 0.236
DSTSEX 0.149 0.309 0.376 0.447 0.236
POORX 0.149 0.309 0.376 0.447 0.236
ANTISBX 0.149 0.309 0.376 0.447 0.236
Covariance Coverage
SCHCAT COHORT DSTSEX POORX ANTISBX
________ ________ ________ ________ ________
SCHCAT 1.000
COHORT 1.000 1.000
DSTSEX 1.000 1.000 1.000
POORX 1.000 1.000 1.000 1.000
ANTISBX 1.000 1.000 1.000 1.000 1.000
PROPORTION OF DATA PRESENT FOR U
Covariance Coverage
ALC6X ALC7X ALC8X ALC9X ALC10X
________ ________ ________ ________ ________
ALC6X 0.506
ALC7X 0.499 0.986
ALC8X 0.493 0.968 0.977
ALC9X 0.481 0.948 0.952 0.957
ALC10X 0.001 0.457 0.458 0.451 0.463
PROPORTION OF DATA PRESENT FOR Y
Covariance Coverage
ALC6 ALC7 ALC8 ALC9 ALC10
________ ________ ________ ________ ________
ALC6 0.149
ALC7 0.080 0.309
ALC8 0.080 0.208 0.376
ALC9 0.092 0.213 0.286 0.447
ALC10 0.000 0.108 0.135 0.178 0.236
SCHCAT 0.149 0.309 0.376 0.447 0.236
COHORT 0.149 0.309 0.376 0.447 0.236
DSTSEX 0.149 0.309 0.376 0.447 0.236
POORX 0.149 0.309 0.376 0.447 0.236
ANTISBX 0.149 0.309 0.376 0.447 0.236
Covariance Coverage
SCHCAT COHORT DSTSEX POORX ANTISBX
________ ________ ________ ________ ________
SCHCAT 1.000
COHORT 1.000 1.000
DSTSEX 1.000 1.000 1.000
POORX 1.000 1.000 1.000 1.000
ANTISBX 1.000 1.000 1.000 1.000 1.000
SUMMARY OF CATEGORICAL DATA PROPORTIONS
ALC6X
Category 1 0.706
Category 2 0.294
ALC7X
Category 1 0.687
Category 2 0.313
ALC8X
Category 1 0.616
Category 2 0.384
ALC9X
Category 1 0.533
Category 2 0.467
ALC10X
Category 1 0.490
Category 2 0.510
SAMPLE STATISTICS
ESTIMATED SAMPLE STATISTICS
Means
ALC6 ALC7 ALC8 ALC9 ALC10
________ ________ ________ ________ ________
1 1.216 1.804 1.996 1.906 1.504
Means
SCHCAT COHORT DSTSEX POORX ANTISBX
________ ________ ________ ________ ________
1 -0.001 0.006 0.006 0.001 0.001
Covariances
ALC6 ALC7 ALC8 ALC9 ALC10
________ ________ ________ ________ ________
ALC6 0.847
ALC7 0.288 0.953
ALC8 0.471 0.275 1.101
ALC9 0.244 0.223 0.347 1.147
ALC10 0.021 0.086 0.142 0.436 1.152
SCHCAT 0.035 -0.010 0.003 -0.055 -0.118
COHORT -0.150 -0.014 -0.021 0.109 0.129
DSTSEX 0.059 0.028 0.039 0.014 -0.004
POORX 0.004 0.028 0.001 0.017 0.037
ANTISBX 0.038 0.043 0.034 0.013 0.022
Covariances
SCHCAT COHORT DSTSEX POORX ANTISBX
________ ________ ________ ________ ________
SCHCAT 0.248
COHORT -0.007 0.250
DSTSEX 0.013 0.009 0.249
POORX -0.022 -0.011 -0.003 0.231
ANTISBX -0.007 -0.002 0.032 0.016 0.141
Correlations
ALC6 ALC7 ALC8 ALC9 ALC10
________ ________ ________ ________ ________
ALC6 1.000
ALC7 0.320 1.000
ALC8 0.487 0.269 1.000
ALC9 0.248 0.213 0.309 1.000
ALC10 0.021 0.082 0.126 0.379 1.000
SCHCAT 0.076 -0.021 0.005 -0.102 -0.220
COHORT -0.326 -0.029 -0.040 0.203 0.241
DSTSEX 0.128 0.058 0.075 0.026 -0.008
POORX 0.009 0.060 0.002 0.032 0.072
ANTISBX 0.110 0.118 0.088 0.033 0.054
Correlations
SCHCAT COHORT DSTSEX POORX ANTISBX
________ ________ ________ ________ ________
SCHCAT 1.000
COHORT -0.028 1.000
DSTSEX 0.052 0.036 1.000
POORX -0.091 -0.046 -0.013 1.000
ANTISBX -0.036 -0.013 0.174 0.090 1.000
MAXIMUM LOG-LIKELIHOOD VALUE FOR THE UNRESTRICTED (H1) MODEL IS -5159.449
THE MODEL ESTIMATION TERMINATED NORMALLY
TESTS OF MODEL FIT
Loglikelihood
H0 Value -4107.188
Information Criteria
Number of Free Parameters 46
Akaike (AIC) 8306.377
Bayesian (BIC) 8530.303
Sample-Size Adjusted BIC 8384.209
(n* = (n + 2) / 24)
MODEL RESULTS
Estimates S.E. Est./S.E. Std StdYX
INTCPTX BY
ALC6X 1.000 0.000 0.000 2.331 0.791
ALC7X 1.000 0.000 0.000 2.331 0.801
ALC8X 1.000 0.000 0.000 2.331 0.789
ALC9X 1.000 0.000 0.000 2.331 0.756
ALC10X 1.000 0.000 0.000 2.331 0.686
LIN6_8X BY
ALC6X -2.000 0.000 0.000 -0.968 -0.328
ALC7X -1.000 0.000 0.000 -0.484 -0.166
ALC8X 0.000 0.000 0.000 0.000 0.000
ALC9X 0.000 0.000 0.000 0.000 0.000
ALC10X 0.000 0.000 0.000 0.000 0.000
LIN8_10X BY
ALC6X 0.000 0.000 0.000 0.000 0.000
ALC7X 0.000 0.000 0.000 0.000 0.000
ALC8X 0.000 0.000 0.000 0.000 0.000
ALC9X 1.000 0.000 0.000 0.796 0.258
ALC10X 2.000 0.000 0.000 1.593 0.469
INTCPT BY
ALC6 1.000 0.000 0.000 0.598 0.655
ALC7 1.000 0.000 0.000 0.598 0.582
ALC8 1.000 0.000 0.000 0.598 0.560
ALC9 1.000 0.000 0.000 0.598 0.541
ALC10 1.000 0.000 0.000 0.598 0.524
LIN6_8 BY
ALC6 -2.000 0.000 0.000 -0.116 -0.127
ALC7 -1.000 0.000 0.000 -0.058 -0.057
ALC8 0.000 0.000 0.000 0.000 0.000
ALC9 0.000 0.000 0.000 0.000 0.000
ALC10 0.000 0.000 0.000 0.000 0.000
LIN8_10 BY
ALC6 0.000 0.000 0.000 0.000 0.000
ALC7 0.000 0.000 0.000 0.000 0.000
ALC8 0.000 0.000 0.000 0.000 0.000
ALC9 1.000 0.000 0.000 0.275 0.249
ALC10 2.000 0.000 0.000 0.550 0.482
INTCPT ON
SCHCAT -0.031 0.098 -0.317 -0.052 -0.026
DSTSEX 0.076 0.098 0.774 0.127 0.063
COHORT 0.054 0.099 0.548 0.090 0.045
ANTISBX 0.287 0.123 2.340 0.480 0.180
POORX 0.056 0.102 0.551 0.094 0.045
LIN6_8 ON
SCHCAT -0.029 0.073 -0.404 -0.507 -0.253
DSTSEX -0.081 0.071 -1.137 -1.389 -0.693
COHORT 0.075 0.100 0.745 1.287 0.643
ANTISBX 0.005 0.078 0.059 0.080 0.030
POORX 0.028 0.078 0.352 0.473 0.227
LIN8_10 ON
SCHCAT -0.199 0.080 -2.477 -0.723 -0.360
DSTSEX -0.045 0.077 -0.589 -0.165 -0.082
COHORT 0.242 0.093 2.614 0.882 0.441
ANTISBX -0.056 0.105 -0.533 -0.203 -0.076
POORX 0.072 0.087 0.828 0.263 0.126
INTCPTX ON
SCHCAT 0.013 0.229 0.058 0.006 0.003
DSTSEX -0.687 0.232 -2.961 -0.295 -0.147
COHORT 0.398 0.230 1.728 0.171 0.085
ANTISBX 0.838 0.312 2.684 0.359 0.135
POORX 0.674 0.238 2.834 0.289 0.139
LIN6_8X ON
SCHCAT -0.005 0.174 -0.030 -0.011 -0.005
DSTSEX -0.815 0.178 -4.586 -1.684 -0.840
COHORT 0.274 0.215 1.278 0.567 0.283
ANTISBX 0.191 0.235 0.810 0.394 0.148
POORX 0.495 0.179 2.768 1.024 0.492
LIN8_10X ON
SCHCAT 0.047 0.167 0.281 0.059 0.029
DSTSEX 0.092 0.171 0.539 0.116 0.058
COHORT 0.069 0.196 0.352 0.087 0.043
ANTISBX 0.567 0.264 2.150 0.712 0.267
POORX 0.131 0.180 0.726 0.164 0.079
INTCPT WITH
LIN6_8 0.000 0.000 0.000 0.000 0.000
LIN8_10 0.000 0.000 0.000 0.000 0.000
LIN6_8X 0.000 0.000 0.000 0.000 0.000
LIN8_10X 0.000 0.000 0.000 0.000 0.000
LIN8_10 WITH
LIN6_8 0.000 0.000 0.000 0.000 0.000
INTCPTX WITH
LIN6_8X 0.000 0.000 0.000 0.000 0.000
LIN8_10X 0.000 0.000 0.000 0.000 0.000
INTCPT 0.957 0.165 5.799 0.686 0.686
LIN6_8 0.000 0.000 0.000 0.000 0.000
LIN8_10 0.000 0.000 0.000 0.000 0.000
LIN6_8 WITH
LIN8_10X 0.000 0.000 0.000 0.000 0.000
LIN6_8X WITH
LIN6_8 0.000 0.000 0.000 0.000 0.000
LIN8_10 0.000 0.000 0.000 0.000 0.000
LIN8_10X 0.000 0.000 0.000 0.000 0.000
LIN8_10X WITH
LIN8_10 0.000 0.000 0.000 0.000 0.000
Intercepts
ALC6 0.000 0.000 0.000 0.000 0.000
ALC7 0.000 0.000 0.000 0.000 0.000
ALC8 0.000 0.000 0.000 0.000 0.000
ALC9 0.000 0.000 0.000 0.000 0.000
ALC10 0.000 0.000 0.000 0.000 0.000
INTCPTX 0.000 0.000 0.000 0.000 0.000
LIN6_8X 0.440 0.106 4.133 0.909 0.909
LIN8_10X 0.452 0.099 4.545 0.568 0.568
INTCPT 1.774 0.061 29.308 2.966 2.966
LIN6_8 0.297 0.050 5.890 5.108 5.108
LIN8_10 -0.207 0.046 -4.480 -0.753 -0.753
Thresholds
ALC6X$1 0.821 0.117 7.017
ALC7X$1 0.821 0.117 7.017
ALC8X$1 0.821 0.117 7.017
ALC9X$1 0.821 0.117 7.017
ALC10X$1 0.821 0.117 7.017
Residual Variances
ALC6 0.462 0.105 4.397 0.462 0.553
ALC7 0.695 0.086 8.112 0.695 0.658
ALC8 0.785 0.071 11.089 0.785 0.687
ALC9 0.783 0.075 10.457 0.783 0.641
ALC10 0.630 0.173 3.650 0.630 0.484
INTCPTX 5.105 0.567 9.010 0.939 0.939
LIN6_8X 0.000 0.000 0.000 0.000 0.000
LIN8_10X 0.576 0.306 1.884 0.909 0.909
INTCPT 0.341 0.060 5.706 0.953 0.953
LIN6_8 0.000 0.000 0.000 0.000 0.000
LIN8_10 0.048 0.041 1.160 0.635 0.635
R-SQUARE
Observed
Variable R-Square
ALC6X 0.622
ALC7X 0.612
ALC8X 0.623
ALC9X 0.654
ALC10X 0.715
ALC6 0.447
ALC7 0.342
ALC8 0.313
ALC9 0.359
ALC10 0.516
Latent
Variable R-Square
INTCPTX 0.061
LIN6_8X 1.000
LIN8_10X 0.091
INTCPT 0.047
LIN6_8 1.000
LIN8_10 0.365
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.522E-03
(ratio of smallest to largest eigenvalue)
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION
TAU
ALC6X$1 ALC7X$1 ALC8X$1 ALC9X$1 ALC10X$1
________ ________ ________ ________ ________
1 46 46 46 46 46
NU
ALC6X ALC7X ALC8X ALC9X ALC10X
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
ALC6 ALC7 ALC8 ALC9 ALC10
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
SCHCAT COHORT DSTSEX POORX ANTISBX
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
INTCPTX LIN6_8X LIN8_10X INTCPT LIN6_8
________ ________ ________ ________ ________
ALC6X 0 0 0 0 0
ALC7X 0 0 0 0 0
ALC8X 0 0 0 0 0
ALC9X 0 0 0 0 0
ALC10X 0 0 0 0 0
ALC6 0 0 0 0 0
ALC7 0 0 0 0 0
ALC8 0 0 0 0 0
ALC9 0 0 0 0 0
ALC10 0 0 0 0 0
SCHCAT 0 0 0 0 0
COHORT 0 0 0 0 0
DSTSEX 0 0 0 0 0
POORX 0 0 0 0 0
ANTISBX 0 0 0 0 0
LAMBDA
LIN8_10 SCHCAT COHORT DSTSEX POORX
________ ________ ________ ________ ________
ALC6X 0 0 0 0 0
ALC7X 0 0 0 0 0
ALC8X 0 0 0 0 0
ALC9X 0 0 0 0 0
ALC10X 0 0 0 0 0
ALC6 0 0 0 0 0
ALC7 0 0 0 0 0
ALC8 0 0 0 0 0
ALC9 0 0 0 0 0
ALC10 0 0 0 0 0
SCHCAT 0 0 0 0 0
COHORT 0 0 0 0 0
DSTSEX 0 0 0 0 0
POORX 0 0 0 0 0
ANTISBX 0 0 0 0 0
LAMBDA
ANTISBX
________
ALC6X 0
ALC7X 0
ALC8X 0
ALC9X 0
ALC10X 0
ALC6 0
ALC7 0
ALC8 0
ALC9 0
ALC10 0
SCHCAT 0
COHORT 0
DSTSEX 0
POORX 0
ANTISBX 0
THETA
ALC6X ALC7X ALC8X ALC9X ALC10X
________ ________ ________ ________ ________
ALC6X 0
ALC7X 0 0
ALC8X 0 0 0
ALC9X 0 0 0 0
ALC10X 0 0 0 0 0
ALC6 0 0 0 0 0
ALC7 0 0 0 0 0
ALC8 0 0 0 0 0
ALC9 0 0 0 0 0
ALC10 0 0 0 0 0
SCHCAT 0 0 0 0 0
COHORT 0 0 0 0 0
DSTSEX 0 0 0 0 0
POORX 0 0 0 0 0
ANTISBX 0 0 0 0 0
THETA
ALC6 ALC7 ALC8 ALC9 ALC10
________ ________ ________ ________ ________
ALC6 1
ALC7 0 2
ALC8 0 0 3
ALC9 0 0 0 4
ALC10 0 0 0 0 5
SCHCAT 0 0 0 0 0
COHORT 0 0 0 0 0
DSTSEX 0 0 0 0 0
POORX 0 0 0 0 0
ANTISBX 0 0 0 0 0
THETA
SCHCAT COHORT DSTSEX POORX ANTISBX
________ ________ ________ ________ ________
SCHCAT 0
COHORT 0 0
DSTSEX 0 0 0
POORX 0 0 0 0
ANTISBX 0 0 0 0 0
ALPHA
INTCPTX LIN6_8X LIN8_10X INTCPT LIN6_8
________ ________ ________ ________ ________
1 0 6 7 8 9
ALPHA
LIN8_10 SCHCAT COHORT DSTSEX POORX
________ ________ ________ ________ ________
1 10 0 0 0 0
ALPHA
ANTISBX
________
1 0
BETA
INTCPTX LIN6_8X LIN8_10X INTCPT LIN6_8
________ ________ ________ ________ ________
INTCPTX 0 0 0 0 0
LIN6_8X 0 0 0 0 0
LIN8_10X 0 0 0 0 0
INTCPT 0 0 0 0 0
LIN6_8 0 0 0 0 0
LIN8_10 0 0 0 0 0
SCHCAT 0 0 0 0 0
COHORT 0 0 0 0 0
DSTSEX 0 0 0 0 0
POORX 0 0 0 0 0
ANTISBX 0 0 0 0 0
BETA
LIN8_10 SCHCAT COHORT DSTSEX POORX
________ ________ ________ ________ ________
INTCPTX 0 11 12 13 14
LIN6_8X 0 16 17 18 19
LIN8_10X 0 21 22 23 24
INTCPT 0 26 27 28 29
LIN6_8 0 31 32 33 34
LIN8_10 0 36 37 38 39
SCHCAT 0 0 0 0 0
COHORT 0 0 0 0 0
DSTSEX 0 0 0 0 0
POORX 0 0 0 0 0
ANTISBX 0 0 0 0 0
BETA
ANTISBX
________
INTCPTX 15
LIN6_8X 20
LIN8_10X 25
INTCPT 30
LIN6_8 35
LIN8_10 40
SCHCAT 0
COHORT 0
DSTSEX 0
POORX 0
ANTISBX 0
PSI
INTCPTX LIN6_8X LIN8_10X INTCPT LIN6_8
________ ________ ________ ________ ________
INTCPTX 41
LIN6_8X 0 0
LIN8_10X 0 0 42
INTCPT 43 0 0 44
LIN6_8 0 0 0 0 0
LIN8_10 0 0 0 0 0
SCHCAT 0 0 0 0 0
COHORT 0 0 0 0 0
DSTSEX 0 0 0 0 0
POORX 0 0 0 0 0
ANTISBX 0 0 0 0 0
PSI
LIN8_10 SCHCAT COHORT DSTSEX POORX
________ ________ ________ ________ ________
LIN8_10 45
SCHCAT 0 0
COHORT 0 0 0
DSTSEX 0 0 0 0
POORX 0 0 0 0 0
ANTISBX 0 0 0 0 0
PSI
ANTISBX
________
ANTISBX 0
STARTING VALUES
TAU
ALC6X$1 ALC7X$1 ALC8X$1 ALC9X$1 ALC10X$1
________ ________ ________ ________ ________
1 0.500 0.500 0.500 0.500 0.500
NU
ALC6X ALC7X ALC8X ALC9X ALC10X
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
ALC6 ALC7 ALC8 ALC9 ALC10
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
SCHCAT COHORT DSTSEX POORX ANTISBX
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
INTCPTX LIN6_8X LIN8_10X INTCPT LIN6_8
________ ________ ________ ________ ________
ALC6X 1.000 -2.000 0.000 0.000 0.000
ALC7X 1.000 -1.000 0.000 0.000 0.000
ALC8X 1.000 0.000 0.000 0.000 0.000
ALC9X 1.000 0.000 1.000 0.000 0.000
ALC10X 1.000 0.000 2.000 0.000 0.000
ALC6 0.000 0.000 0.000 1.000 -2.000
ALC7 0.000 0.000 0.000 1.000 -1.000
ALC8 0.000 0.000 0.000 1.000 0.000
ALC9 0.000 0.000 0.000 1.000 0.000
ALC10 0.000 0.000 0.000 1.000 0.000
SCHCAT 0.000 0.000 0.000 0.000 0.000
COHORT 0.000 0.000 0.000 0.000 0.000
DSTSEX 0.000 0.000 0.000 0.000 0.000
POORX 0.000 0.000 0.000 0.000 0.000
ANTISBX 0.000 0.000 0.000 0.000 0.000
LAMBDA
LIN8_10 SCHCAT COHORT DSTSEX POORX
________ ________ ________ ________ ________
ALC6X 0.000 0.000 0.000 0.000 0.000
ALC7X 0.000 0.000 0.000 0.000 0.000
ALC8X 0.000 0.000 0.000 0.000 0.000
ALC9X 0.000 0.000 0.000 0.000 0.000
ALC10X 0.000 0.000 0.000 0.000 0.000
ALC6 0.000 0.000 0.000 0.000 0.000
ALC7 0.000 0.000 0.000 0.000 0.000
ALC8 0.000 0.000 0.000 0.000 0.000
ALC9 1.000 0.000 0.000 0.000 0.000
ALC10 2.000 0.000 0.000 0.000 0.000
SCHCAT 0.000 1.000 0.000 0.000 0.000
COHORT 0.000 0.000 1.000 0.000 0.000
DSTSEX 0.000 0.000 0.000 1.000 0.000
POORX 0.000 0.000 0.000 0.000 1.000
ANTISBX 0.000 0.000 0.000 0.000 0.000
LAMBDA
ANTISBX
________
ALC6X 0.000
ALC7X 0.000
ALC8X 0.000
ALC9X 0.000
ALC10X 0.000
ALC6 0.000
ALC7 0.000
ALC8 0.000
ALC9 0.000
ALC10 0.000
SCHCAT 0.000
COHORT 0.000
DSTSEX 0.000
POORX 0.000
ANTISBX 1.000
THETA
ALC6X ALC7X ALC8X ALC9X ALC10X
________ ________ ________ ________ ________
ALC6X 1.000
ALC7X 0.000 1.000
ALC8X 0.000 0.000 1.000
ALC9X 0.000 0.000 0.000 1.000
ALC10X 0.000 0.000 0.000 0.000 1.000
ALC6 0.000 0.000 0.000 0.000 0.000
ALC7 0.000 0.000 0.000 0.000 0.000
ALC8 0.000 0.000 0.000 0.000 0.000
ALC9 0.000 0.000 0.000 0.000 0.000
ALC10 0.000 0.000 0.000 0.000 0.000
SCHCAT 0.000 0.000 0.000 0.000 0.000
COHORT 0.000 0.000 0.000 0.000 0.000
DSTSEX 0.000 0.000 0.000 0.000 0.000
POORX 0.000 0.000 0.000 0.000 0.000
ANTISBX 0.000 0.000 0.000 0.000 0.000
THETA
ALC6 ALC7 ALC8 ALC9 ALC10
________ ________ ________ ________ ________
ALC6 0.384
ALC7 0.000 0.487
ALC8 0.000 0.000 0.567
ALC9 0.000 0.000 0.000 0.579
ALC10 0.000 0.000 0.000 0.000 0.561
SCHCAT 0.000 0.000 0.000 0.000 0.000
COHORT 0.000 0.000 0.000 0.000 0.000
DSTSEX 0.000 0.000 0.000 0.000 0.000
POORX 0.000 0.000 0.000 0.000 0.000
ANTISBX 0.000 0.000 0.000 0.000 0.000
THETA
SCHCAT COHORT DSTSEX POORX ANTISBX
________ ________ ________ ________ ________
SCHCAT 0.000
COHORT 0.000 0.000
DSTSEX 0.000 0.000 0.000
POORX 0.000 0.000 0.000 0.000
ANTISBX 0.000 0.000 0.000 0.000 0.000
ALPHA
INTCPTX LIN6_8X LIN8_10X INTCPT LIN6_8
________ ________ ________ ________ ________
1 0.000 -0.500 0.500 0.000 0.000
ALPHA
LIN8_10 SCHCAT COHORT DSTSEX POORX
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
ALPHA
ANTISBX
________
1 0.000
BETA
INTCPTX LIN6_8X LIN8_10X INTCPT LIN6_8
________ ________ ________ ________ ________
INTCPTX 0.000 0.000 0.000 0.000 0.000
LIN6_8X 0.000 0.000 0.000 0.000 0.000
LIN8_10X 0.000 0.000 0.000 0.000 0.000
INTCPT 0.000 0.000 0.000 0.000 0.000
LIN6_8 0.000 0.000 0.000 0.000 0.000
LIN8_10 0.000 0.000 0.000 0.000 0.000
SCHCAT 0.000 0.000 0.000 0.000 0.000
COHORT 0.000 0.000 0.000 0.000 0.000
DSTSEX 0.000 0.000 0.000 0.000 0.000
POORX 0.000 0.000 0.000 0.000 0.000
ANTISBX 0.000 0.000 0.000 0.000 0.000
BETA
LIN8_10 SCHCAT COHORT DSTSEX POORX
________ ________ ________ ________ ________
INTCPTX 0.000 0.000 0.000 0.000 0.000
LIN6_8X 0.000 0.000 0.000 0.000 0.000
LIN8_10X 0.000 0.000 0.000 0.000 0.000
INTCPT 0.000 0.000 0.000 0.000 0.000
LIN6_8 0.000 0.000 0.000 0.000 0.000
LIN8_10 0.000 0.000 0.000 0.000 0.000
SCHCAT 0.000 0.000 0.000 0.000 0.000
COHORT 0.000 0.000 0.000 0.000 0.000
DSTSEX 0.000 0.000 0.000 0.000 0.000
POORX 0.000 0.000 0.000 0.000 0.000
ANTISBX 0.000 0.000 0.000 0.000 0.000
BETA
ANTISBX
________
INTCPTX 0.000
LIN6_8X 0.000
LIN8_10X 0.000
INTCPT 0.000
LIN6_8 0.000
LIN8_10 0.000
SCHCAT 0.000
COHORT 0.000
DSTSEX 0.000
POORX 0.000
ANTISBX 0.000
PSI
INTCPTX LIN6_8X LIN8_10X INTCPT LIN6_8
________ ________ ________ ________ ________
INTCPTX 0.050
LIN6_8X 0.000 0.000
LIN8_10X 0.000 0.000 0.050
INTCPT 0.000 0.000 0.000 0.050
LIN6_8 0.000 0.000 0.000 0.000 0.000
LIN8_10 0.000 0.000 0.000 0.000 0.000
SCHCAT 0.000 0.000 0.000 0.000 0.000
COHORT 0.000 0.000 0.000 0.000 0.000
DSTSEX 0.000 0.000 0.000 0.000 0.000
POORX 0.000 0.000 0.000 0.000 0.000
ANTISBX 0.000 0.000 0.000 0.000 0.000
PSI
LIN8_10 SCHCAT COHORT DSTSEX POORX
________ ________ ________ ________ ________
LIN8_10 0.050
SCHCAT 0.000 0.124
COHORT 0.000 0.000 0.125
DSTSEX 0.000 0.000 0.000 0.124
POORX 0.000 0.000 0.000 0.000 0.115
ANTISBX 0.000 0.000 0.000 0.000 0.000
PSI
ANTISBX
________
ANTISBX 0.070
TECHNICAL 8 OUTPUT
E STEP ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGORITHM
1 -0.83977972D+04 0.0000000 0.0000000 EM
2 -0.44569881D+04 3940.8091230 0.4692670 EM
3 -0.44502188D+04 6.7692532 0.0015188 EM
4 -0.44440795D+04 6.1392640 0.0013795 EM
5 -0.44380555D+04 6.0240604 0.0013555 EM
6 -0.44321324D+04 5.9231161 0.0013346 EM
7 -0.44262920D+04 5.8403101 0.0013177 EM
8 -0.44205126D+04 5.7794831 0.0013057 EM
9 -0.44147691D+04 5.7434972 0.0012993 EM
10 -0.44090348D+04 5.7342828 0.0012989 EM
11 -0.44032818D+04 5.7530038 0.0013048 EM
12 -0.43974815D+04 5.8002654 0.0013173 EM
13 -0.43916052D+04 5.8763211 0.0013363 EM
14 -0.43856242D+04 5.9810199 0.0013619 EM
15 -0.43795101D+04 6.1140934 0.0013941 EM
16 -0.43732351D+04 6.2749665 0.0014328 EM
17 -0.43667723D+04 6.4627960 0.0014778 EM
18 -0.43600959D+04 6.6764395 0.0015289 EM
19 -0.43531816D+04 6.9143151 0.0015858 EM
20 -0.43460072D+04 7.1743305 0.0016481 EM
21 -0.43385535D+04 7.4537776 0.0017151 EM
22 -0.43308042D+04 7.7492546 0.0017861 EM
23 -0.43227477D+04 8.0565420 0.0018603 EM
24 -0.43143773D+04 8.3703821 0.0019364 EM
25 -0.43056925D+04 8.6847575 0.0020130 EM
26 -0.42966997D+04 8.9928548 0.0020886 EM
27 -0.42874125D+04 9.2871825 0.0021615 EM
28 -0.42778526D+04 9.5598832 0.0022298 EM
29 -0.42680497D+04 9.8029280 0.0022916 EM
30 -0.42580407D+04 10.0089527 0.0023451 EM
31 -0.42478691D+04 10.1715685 0.0023888 EM
32 -0.42375837D+04 10.2854094 0.0024213 EM
33 -0.42272376D+04 10.3460919 0.0024415 EM
34 -0.42168873D+04 10.3503740 0.0024485 EM
35 -0.41860916D+04 30.7956646 0.0073029 FS
36 -0.41509396D+04 35.1520376 0.0083973 FS
37 -0.41241706D+04 26.7690185 0.0064489 EM
38 -0.41167745D+04 7.3960660 0.0017933 EM
39 -0.41128678D+04 3.9066872 0.0009490 EM
40 -0.41106629D+04 2.2049090 0.0005361 EM
41 -0.41093763D+04 1.2865719 0.0003130 EM
42 -0.41086069D+04 0.7693956 0.0001872 EM
43 -0.41081352D+04 0.4717190 0.0001148 EM
44 -0.41078380D+04 0.2972461 0.0000724 EM
45 -0.41076452D+04 0.1927543 0.0000469 EM
46 -0.41075167D+04 0.1285099 0.0000313 EM
47 -0.41074288D+04 0.0878603 0.0000214 EM
48 -0.41073674D+04 0.0613978 0.0000149 EM
49 -0.41073237D+04 0.0437188 0.0000106 EM
50 -0.41072921D+04 0.0316378 0.0000077 EM
51 -0.41072688D+04 0.0232334 0.0000057 EM
52 -0.41072516D+04 0.0172957 0.0000042 EM
53 -0.41072385D+04 0.0130446 0.0000032 EM
54 -0.41072285D+04 0.0099752 0.0000024 EM
55 -0.41072208D+04 0.0077307 0.0000019 EM
56 -0.41072147D+04 0.0060784 0.0000015 EM
57 -0.41072099D+04 0.0048485 0.0000012 EM
58 -0.41072059D+04 0.0039263 0.0000010 EM
59 -0.41072027D+04 0.0032245 0.0000008 EM
60 -0.41072000D+04 0.0026852 0.0000007 EM
61 -0.41071978D+04 0.0022679 0.0000006 EM
62 -0.41071958D+04 0.0019395 0.0000005 EM
63 -0.41071942D+04 0.0016791 0.0000004 EM
64 -0.41071927D+04 0.0014649 0.0000004 EM
65 -0.41071914D+04 0.0012904 0.0000003 EM
66 -0.41071902D+04 0.0011491 0.0000003 EM
67 -0.41071892D+04 0.0010266 0.0000002 EM
68 -0.41071883D+04 0.0009245 0.0000002 EM
Beginning Time: 09:53:55
Ending Time: 09:57:17
Elapsed Time: 00:03:22
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