Mplus VERSION 3.0
MUTHEN & MUTHEN
07/07/2004 11:34 AM
INPUT INSTRUCTIONS
TITLE: Two-Part Latent Growth Model for Cigarette Use
(Total Sample, Grades 7 thru 10)
Curvilinear Growth Model
DATA: FILE IS CIGUSEXB.DAT;
VARIABLE: NAMES ARE
SDRGID SCHCAT COHORT DSTSEX POORX ANTISBX
CIG6 CIG7 CIG8 CIG9 CIG10
CIG6X CIG7X CIG8X CIG9X CIG10X;
USEVAR = SCHCAT COHORT DSTSEX POORX ANTISBX
CIG7 CIG8 CIG9 CIG10
CIG7X CIG8X CIG9X CIG10X;
MISSING ARE ALL (999);
CATEGORICAL = CIG7X CIG8X CIG9X CIG10X;
ANALYSIS: TYPE = missing;
MITERATIONS = 50000;
COVERAGE = .00;
ESTIMATOR=MLR;
algorithm = integration;
MODEL:
intcptx BY CIG7X@1 CIG8X@1 CIG9X@1 CIG10X@1;
linearx BY CIG7X@-3 CIG8X@-1 CIG9X@1 CIG10X@3;
quadx BY CIG7X@1 CIG8X@-1 CIG9X@-1 CIG10X@1;
intcpt BY CIG7@1 CIG8@1 CIG9@1 CIG10@1;
linear BY CIG7@-3 CIG8@-1 CIG9@1 CIG10@3;
quad BY CIG7@1 CIG8@-1 CIG9@-1 CIG10@1;
[cig7-cig10@0 intcpt linear quad];
[cig7X$1-cig10X$1*0.5](1);
[intcptx@0 linearx*-.5 quadx*0.5];
intcpt linear@0 quad@0;
intcpt with linear@0;
intcpt with quad@0;
linear with quad@0;
linearx@0; quadx@0;
intcptx with intcpt;
intcptx with linear@0;
linear with quadx@0;
linearx with linear@0;
intcptx with linearx@0;
intcptx with quadx@0;
intcptx with quad@0;
intcpt with linearx@0;
intcpt with quadx@0;
linearx with quad@0;
linearx with quadx@0;
quadx with quad@0;
intcpt on SCHCAT DSTSEX COHORT ANTISBX POORX;
linear on SCHCAT DSTSEX COHORT ANTISBX POORX;
quad on SCHCAT DSTSEX COHORT ANTISBX POORX;
intcptx on SCHCAT DSTSEX COHORT ANTISBX POORX;
linearx on SCHCAT DSTSEX COHORT ANTISBX POORX;
quadx 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: 80
1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS
Two-Part Latent Growth Model for Cigarette Use
(Total Sample, Grades 7 thru 10)
Curvilinear Growth Model
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 959
Number of dependent variables 8
Number of independent variables 5
Number of continuous latent variables 6
Observed dependent variables
Continuous
CIG7 CIG8 CIG9 CIG10
Binary and ordered categorical (ordinal)
CIG7X CIG8X CIG9X CIG10X
Observed independent variables
SCHCAT COHORT DSTSEX POORX ANTISBX
Continuous latent variables
INTCPTX LINEARX QUADX INTCPT LINEAR QUAD
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 1
Adaptive quadrature ON
Cholesky OFF
Input data file(s)
CIGUSEXB.DAT
Input data format FREE
SUMMARY OF DATA
Number of patterns 46
COVARIANCE COVERAGE OF DATA
Minimum covariance coverage value 0.000
PROPORTION OF DATA PRESENT
Covariance Coverage
CIG7X CIG8X CIG9X CIG10X CIG7
________ ________ ________ ________ ________
CIG7X 0.982
CIG8X 0.962 0.978
CIG9X 0.944 0.952 0.958
CIG10X 0.456 0.462 0.453 0.466
CIG7 0.086 0.080 0.078 0.045 0.086
CIG8 0.131 0.133 0.127 0.065 0.056
CIG9 0.150 0.153 0.155 0.082 0.051
CIG10 0.078 0.080 0.076 0.083 0.029
SCHCAT 0.982 0.978 0.958 0.466 0.086
COHORT 0.982 0.978 0.958 0.466 0.086
DSTSEX 0.982 0.978 0.958 0.466 0.086
POORX 0.982 0.978 0.958 0.466 0.086
ANTISBX 0.982 0.978 0.958 0.466 0.086
Covariance Coverage
CIG8 CIG9 CIG10 SCHCAT COHORT
________ ________ ________ ________ ________
CIG8 0.133
CIG9 0.081 0.155
CIG10 0.036 0.055 0.083
SCHCAT 0.133 0.155 0.083 1.000
COHORT 0.133 0.155 0.083 1.000 1.000
DSTSEX 0.133 0.155 0.083 1.000 1.000
POORX 0.133 0.155 0.083 1.000 1.000
ANTISBX 0.133 0.155 0.083 1.000 1.000
Covariance Coverage
DSTSEX POORX ANTISBX
________ ________ ________
DSTSEX 1.000
POORX 1.000 1.000
ANTISBX 1.000 1.000 1.000
PROPORTION OF DATA PRESENT FOR U
Covariance Coverage
CIG7X CIG8X CIG9X CIG10X
________ ________ ________ ________
CIG7X 0.982
CIG8X 0.962 0.978
CIG9X 0.944 0.952 0.958
CIG10X 0.456 0.462 0.453 0.466
PROPORTION OF DATA PRESENT FOR Y
Covariance Coverage
CIG7 CIG8 CIG9 CIG10 SCHCAT
________ ________ ________ ________ ________
CIG7 0.086
CIG8 0.056 0.133
CIG9 0.051 0.081 0.155
CIG10 0.029 0.036 0.055 0.083
SCHCAT 0.086 0.133 0.155 0.083 1.000
COHORT 0.086 0.133 0.155 0.083 1.000
DSTSEX 0.086 0.133 0.155 0.083 1.000
POORX 0.086 0.133 0.155 0.083 1.000
ANTISBX 0.086 0.133 0.155 0.083 1.000
Covariance Coverage
COHORT DSTSEX POORX ANTISBX
________ ________ ________ ________
COHORT 1.000
DSTSEX 1.000 1.000
POORX 1.000 1.000 1.000
ANTISBX 1.000 1.000 1.000 1.000
SUMMARY OF CATEGORICAL DATA PROPORTIONS
CIG7X
Category 1 0.913
Category 2 0.087
CIG8X
Category 1 0.864
Category 2 0.136
CIG9X
Category 1 0.838
Category 2 0.162
CIG10X
Category 1 0.821
Category 2 0.179
SAMPLE STATISTICS
ESTIMATED SAMPLE STATISTICS
Means
CIG7 CIG8 CIG9 CIG10 SCHCAT
________ ________ ________ ________ ________
1 1.541 1.908 1.987 2.017 -0.001
Means
COHORT DSTSEX POORX ANTISBX
________ ________ ________ ________
1 0.007 0.007 0.002 0.001
Covariances
CIG7 CIG8 CIG9 CIG10 SCHCAT
________ ________ ________ ________ ________
CIG7 0.906
CIG8 0.296 1.586
CIG9 0.518 0.624 1.319
CIG10 0.262 0.323 0.423 1.072
SCHCAT -0.007 0.001 -0.009 -0.024 0.248
COHORT -0.051 0.118 0.014 -0.020 -0.007
DSTSEX 0.053 0.093 0.005 -0.026 0.013
POORX 0.028 0.012 0.008 -0.011 -0.022
ANTISBX 0.068 0.016 0.001 0.080 -0.007
Covariances
COHORT DSTSEX POORX ANTISBX
________ ________ ________ ________
COHORT 0.250
DSTSEX 0.009 0.249
POORX -0.011 -0.003 0.231
ANTISBX -0.002 0.032 0.016 0.141
Correlations
CIG7 CIG8 CIG9 CIG10 SCHCAT
________ ________ ________ ________ ________
CIG7 1.000
CIG8 0.247 1.000
CIG9 0.474 0.432 1.000
CIG10 0.266 0.248 0.356 1.000
SCHCAT -0.014 0.001 -0.015 -0.047 1.000
COHORT -0.107 0.187 0.025 -0.039 -0.028
DSTSEX 0.112 0.147 0.009 -0.050 0.052
POORX 0.061 0.019 0.015 -0.023 -0.092
ANTISBX 0.192 0.033 0.002 0.205 -0.037
Correlations
COHORT DSTSEX POORX ANTISBX
________ ________ ________ ________
COHORT 1.000
DSTSEX 0.034 1.000
POORX -0.048 -0.015 1.000
ANTISBX -0.013 0.174 0.090 1.000
MAXIMUM LOG-LIKELIHOOD VALUE FOR THE UNRESTRICTED (H1) MODEL IS -3776.502
THE MODEL ESTIMATION TERMINATED NORMALLY
TESTS OF MODEL FIT
Loglikelihood
H0 Value -1636.706
Information Criteria
Number of Free Parameters 43
Akaike (AIC) 3359.412
Bayesian (BIC) 3568.645
Sample-Size Adjusted BIC 3432.079
(n* = (n + 2) / 24)
MODEL RESULTS
Estimates S.E. Est./S.E. Std StdYX
INTCPTX BY
CIG7X 1.000 0.000 0.000 3.329 0.882
CIG8X 1.000 0.000 0.000 3.329 0.881
CIG9X 1.000 0.000 0.000 3.329 0.877
CIG10X 1.000 0.000 0.000 3.329 0.859
LINEARX BY
CIG7X -3.000 0.000 0.000 -0.403 -0.107
CIG8X -1.000 0.000 0.000 -0.134 -0.035
CIG9X 1.000 0.000 0.000 0.134 0.035
CIG10X 3.000 0.000 0.000 0.403 0.104
QUADX BY
CIG7X 1.000 0.000 0.000 0.158 0.042
CIG8X -1.000 0.000 0.000 -0.158 -0.042
CIG9X -1.000 0.000 0.000 -0.158 -0.042
CIG10X 1.000 0.000 0.000 0.158 0.041
INTCPT BY
CIG7 1.000 0.000 0.000 0.947 0.781
CIG8 1.000 0.000 0.000 0.947 0.674
CIG9 1.000 0.000 0.000 0.947 0.736
CIG10 1.000 0.000 0.000 0.947 0.739
LINEAR BY
CIG7 -3.000 0.000 0.000 -0.133 -0.110
CIG8 -1.000 0.000 0.000 -0.044 -0.032
CIG9 1.000 0.000 0.000 0.044 0.035
CIG10 3.000 0.000 0.000 0.133 0.104
QUAD BY
CIG7 1.000 0.000 0.000 0.158 0.130
CIG8 -1.000 0.000 0.000 -0.158 -0.113
CIG9 -1.000 0.000 0.000 -0.158 -0.123
CIG10 1.000 0.000 0.000 0.158 0.123
INTCPT ON
SCHCAT 0.017 0.125 0.137 0.018 0.009
DSTSEX -0.112 0.132 -0.846 -0.118 -0.059
COHORT 0.022 0.193 0.115 0.023 0.012
ANTISBX 0.431 0.172 2.509 0.455 0.171
POORX 0.108 0.132 0.818 0.114 0.055
LINEAR ON
SCHCAT -0.008 0.040 -0.208 -0.188 -0.094
DSTSEX -0.066 0.048 -1.361 -1.478 -0.737
COHORT -0.057 0.086 -0.660 -1.277 -0.638
ANTISBX 0.000 0.061 -0.002 -0.002 -0.001
POORX -0.012 0.040 -0.309 -0.281 -0.135
QUAD ON
SCHCAT -0.033 0.090 -0.370 -0.210 -0.105
DSTSEX -0.055 0.108 -0.507 -0.347 -0.173
COHORT -0.271 0.167 -1.621 -1.715 -0.857
ANTISBX 0.205 0.118 1.737 1.298 0.487
POORX -0.010 0.090 -0.114 -0.065 -0.031
INTCPTX ON
SCHCAT 0.165 0.305 0.541 0.050 0.025
DSTSEX -0.795 0.306 -2.602 -0.239 -0.119
COHORT 1.112 0.374 2.978 0.334 0.167
ANTISBX 1.030 0.374 2.757 0.309 0.116
POORX 0.917 0.318 2.883 0.275 0.132
LINEARX ON
SCHCAT -0.153 0.089 -1.718 -1.144 -0.570
DSTSEX 0.051 0.089 0.568 0.377 0.188
COHORT 0.181 0.143 1.265 1.346 0.673
ANTISBX -0.105 0.101 -1.045 -0.784 -0.294
POORX 0.094 0.090 1.048 0.701 0.337
QUADX ON
SCHCAT -0.123 0.155 -0.793 -0.780 -0.389
DSTSEX 0.149 0.161 0.929 0.944 0.471
COHORT 0.245 0.255 0.960 1.550 0.775
ANTISBX -0.074 0.206 -0.359 -0.467 -0.175
POORX 0.030 0.156 0.190 0.187 0.090
INTCPT WITH
LINEAR 0.000 0.000 0.000 0.000 0.000
QUAD 0.000 0.000 0.000 0.000 0.000
LINEARX 0.000 0.000 0.000 0.000 0.000
QUADX 0.000 0.000 0.000 0.000 0.000
LINEAR WITH
QUAD 0.000 0.000 0.000 0.000 0.000
QUADX 0.000 0.000 0.000 0.000 0.000
INTCPTX WITH
INTCPT 2.699 0.538 5.020 0.856 0.856
LINEAR 0.000 0.000 0.000 0.000 0.000
LINEARX 0.000 0.000 0.000 0.000 0.000
QUADX 0.000 0.000 0.000 0.000 0.000
QUAD 0.000 0.000 0.000 0.000 0.000
LINEARX WITH
LINEAR 0.000 0.000 0.000 0.000 0.000
QUAD 0.000 0.000 0.000 0.000 0.000
QUADX 0.000 0.000 0.000 0.000 0.000
QUADX WITH
QUAD 0.000 0.000 0.000 0.000 0.000
Intercepts
CIG7 0.000 0.000 0.000 0.000 0.000
CIG8 0.000 0.000 0.000 0.000 0.000
CIG9 0.000 0.000 0.000 0.000 0.000
CIG10 0.000 0.000 0.000 0.000 0.000
INTCPTX 0.000 0.000 0.000 0.000 0.000
LINEARX 0.147 0.074 1.991 1.098 1.098
QUADX -0.393 0.133 -2.948 -2.487 -2.487
INTCPT 0.831 0.187 4.443 0.878 0.878
LINEAR 0.133 0.044 3.050 2.990 2.990
QUAD -0.048 0.094 -0.508 -0.302 -0.302
Thresholds
CIG7X$1 4.244 0.280 15.180
CIG8X$1 4.244 0.280 15.180
CIG9X$1 4.244 0.280 15.180
CIG10X$1 4.244 0.280 15.180
Residual Variances
CIG7 0.536 0.235 2.284 0.536 0.365
CIG8 1.067 0.232 4.608 1.067 0.540
CIG9 0.766 0.183 4.174 0.766 0.462
CIG10 0.649 0.223 2.907 0.649 0.395
INTCPTX 10.345 1.531 6.757 0.933 0.933
LINEARX 0.000 0.000 0.000 0.000 0.000
QUADX 0.000 0.000 0.000 0.000 0.000
INTCPT 0.866 0.190 4.568 0.966 0.966
LINEAR 0.000 0.000 0.000 0.000 0.000
QUAD 0.000 0.000 0.000 0.000 0.000
R-SQUARE
Observed
Variable R-Square
CIG7X 0.769
CIG8X 0.770
CIG9X 0.771
CIG10X 0.781
CIG7 0.635
CIG8 0.460
CIG9 0.538
CIG10 0.605
Latent
Variable R-Square
INTCPTX 0.067
LINEARX 1.000
QUADX 1.000
INTCPT 0.034
LINEAR 1.000
QUAD 1.000
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.110E-03
(ratio of smallest to largest eigenvalue)
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION
TAU
CIG7X$1 CIG8X$1 CIG9X$1 CIG10X$1
________ ________ ________ ________
1 43 43 43 43
NU
CIG7X CIG8X CIG9X CIG10X CIG7
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
CIG8 CIG9 CIG10 SCHCAT COHORT
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
DSTSEX POORX ANTISBX
________ ________ ________
1 0 0 0
LAMBDA
INTCPTX LINEARX QUADX INTCPT LINEAR
________ ________ ________ ________ ________
CIG7X 0 0 0 0 0
CIG8X 0 0 0 0 0
CIG9X 0 0 0 0 0
CIG10X 0 0 0 0 0
CIG7 0 0 0 0 0
CIG8 0 0 0 0 0
CIG9 0 0 0 0 0
CIG10 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
QUAD SCHCAT COHORT DSTSEX POORX
________ ________ ________ ________ ________
CIG7X 0 0 0 0 0
CIG8X 0 0 0 0 0
CIG9X 0 0 0 0 0
CIG10X 0 0 0 0 0
CIG7 0 0 0 0 0
CIG8 0 0 0 0 0
CIG9 0 0 0 0 0
CIG10 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
________
CIG7X 0
CIG8X 0
CIG9X 0
CIG10X 0
CIG7 0
CIG8 0
CIG9 0
CIG10 0
SCHCAT 0
COHORT 0
DSTSEX 0
POORX 0
ANTISBX 0
THETA
CIG7X CIG8X CIG9X CIG10X CIG7
________ ________ ________ ________ ________
CIG7X 0
CIG8X 0 0
CIG9X 0 0 0
CIG10X 0 0 0 0
CIG7 0 0 0 0 1
CIG8 0 0 0 0 0
CIG9 0 0 0 0 0
CIG10 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
CIG8 CIG9 CIG10 SCHCAT COHORT
________ ________ ________ ________ ________
CIG8 2
CIG9 0 3
CIG10 0 0 4
SCHCAT 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
DSTSEX POORX ANTISBX
________ ________ ________
DSTSEX 0
POORX 0 0
ANTISBX 0 0 0
ALPHA
INTCPTX LINEARX QUADX INTCPT LINEAR
________ ________ ________ ________ ________
1 0 5 6 7 8
ALPHA
QUAD SCHCAT COHORT DSTSEX POORX
________ ________ ________ ________ ________
1 9 0 0 0 0
ALPHA
ANTISBX
________
1 0
BETA
INTCPTX LINEARX QUADX INTCPT LINEAR
________ ________ ________ ________ ________
INTCPTX 0 0 0 0 0
LINEARX 0 0 0 0 0
QUADX 0 0 0 0 0
INTCPT 0 0 0 0 0
LINEAR 0 0 0 0 0
QUAD 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
QUAD SCHCAT COHORT DSTSEX POORX
________ ________ ________ ________ ________
INTCPTX 0 10 11 12 13
LINEARX 0 15 16 17 18
QUADX 0 20 21 22 23
INTCPT 0 25 26 27 28
LINEAR 0 30 31 32 33
QUAD 0 35 36 37 38
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 14
LINEARX 19
QUADX 24
INTCPT 29
LINEAR 34
QUAD 39
SCHCAT 0
COHORT 0
DSTSEX 0
POORX 0
ANTISBX 0
PSI
INTCPTX LINEARX QUADX INTCPT LINEAR
________ ________ ________ ________ ________
INTCPTX 40
LINEARX 0 0
QUADX 0 0 0
INTCPT 41 0 0 42
LINEAR 0 0 0 0 0
QUAD 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
QUAD SCHCAT COHORT DSTSEX POORX
________ ________ ________ ________ ________
QUAD 0
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
CIG7X$1 CIG8X$1 CIG9X$1 CIG10X$1
________ ________ ________ ________
1 0.500 0.500 0.500 0.500
NU
CIG7X CIG8X CIG9X CIG10X CIG7
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
CIG8 CIG9 CIG10 SCHCAT COHORT
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
DSTSEX POORX ANTISBX
________ ________ ________
1 0.000 0.000 0.000
LAMBDA
INTCPTX LINEARX QUADX INTCPT LINEAR
________ ________ ________ ________ ________
CIG7X 1.000 -3.000 1.000 0.000 0.000
CIG8X 1.000 -1.000 -1.000 0.000 0.000
CIG9X 1.000 1.000 -1.000 0.000 0.000
CIG10X 1.000 3.000 1.000 0.000 0.000
CIG7 0.000 0.000 0.000 1.000 -3.000
CIG8 0.000 0.000 0.000 1.000 -1.000
CIG9 0.000 0.000 0.000 1.000 1.000
CIG10 0.000 0.000 0.000 1.000 3.000
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
QUAD SCHCAT COHORT DSTSEX POORX
________ ________ ________ ________ ________
CIG7X 0.000 0.000 0.000 0.000 0.000
CIG8X 0.000 0.000 0.000 0.000 0.000
CIG9X 0.000 0.000 0.000 0.000 0.000
CIG10X 0.000 0.000 0.000 0.000 0.000
CIG7 1.000 0.000 0.000 0.000 0.000
CIG8 -1.000 0.000 0.000 0.000 0.000
CIG9 -1.000 0.000 0.000 0.000 0.000
CIG10 1.000 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
________
CIG7X 0.000
CIG8X 0.000
CIG9X 0.000
CIG10X 0.000
CIG7 0.000
CIG8 0.000
CIG9 0.000
CIG10 0.000
SCHCAT 0.000
COHORT 0.000
DSTSEX 0.000
POORX 0.000
ANTISBX 1.000
THETA
CIG7X CIG8X CIG9X CIG10X CIG7
________ ________ ________ ________ ________
CIG7X 1.000
CIG8X 0.000 1.000
CIG9X 0.000 0.000 1.000
CIG10X 0.000 0.000 0.000 1.000
CIG7 0.000 0.000 0.000 0.000 0.455
CIG8 0.000 0.000 0.000 0.000 0.000
CIG9 0.000 0.000 0.000 0.000 0.000
CIG10 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
CIG8 CIG9 CIG10 SCHCAT COHORT
________ ________ ________ ________ ________
CIG8 0.830
CIG9 0.000 0.672
CIG10 0.000 0.000 0.559
SCHCAT 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
DSTSEX POORX ANTISBX
________ ________ ________
DSTSEX 0.000
POORX 0.000 0.000
ANTISBX 0.000 0.000 0.000
ALPHA
INTCPTX LINEARX QUADX INTCPT LINEAR
________ ________ ________ ________ ________
1 0.000 -0.500 0.500 0.000 0.000
ALPHA
QUAD SCHCAT COHORT DSTSEX POORX
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
ALPHA
ANTISBX
________
1 0.000
BETA
INTCPTX LINEARX QUADX INTCPT LINEAR
________ ________ ________ ________ ________
INTCPTX 0.000 0.000 0.000 0.000 0.000
LINEARX 0.000 0.000 0.000 0.000 0.000
QUADX 0.000 0.000 0.000 0.000 0.000
INTCPT 0.000 0.000 0.000 0.000 0.000
LINEAR 0.000 0.000 0.000 0.000 0.000
QUAD 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
QUAD SCHCAT COHORT DSTSEX POORX
________ ________ ________ ________ ________
INTCPTX 0.000 0.000 0.000 0.000 0.000
LINEARX 0.000 0.000 0.000 0.000 0.000
QUADX 0.000 0.000 0.000 0.000 0.000
INTCPT 0.000 0.000 0.000 0.000 0.000
LINEAR 0.000 0.000 0.000 0.000 0.000
QUAD 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
LINEARX 0.000
QUADX 0.000
INTCPT 0.000
LINEAR 0.000
QUAD 0.000
SCHCAT 0.000
COHORT 0.000
DSTSEX 0.000
POORX 0.000
ANTISBX 0.000
PSI
INTCPTX LINEARX QUADX INTCPT LINEAR
________ ________ ________ ________ ________
INTCPTX 0.050
LINEARX 0.000 0.000
QUADX 0.000 0.000 0.000
INTCPT 0.000 0.000 0.000 0.050
LINEAR 0.000 0.000 0.000 0.000 0.000
QUAD 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
QUAD SCHCAT COHORT DSTSEX POORX
________ ________ ________ ________ ________
QUAD 0.000
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 0.116
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 -0.43939761D+04 0.0000000 0.0000000 EM
2 -0.19283703D+04 2465.6058754 0.5611332 EM
3 -0.18993370D+04 29.0332450 0.0150558 EM
4 -0.18937005D+04 5.6365113 0.0029676 EM
5 -0.18914472D+04 2.2532704 0.0011899 EM
6 -0.18893393D+04 2.1079280 0.0011145 EM
7 -0.18873309D+04 2.0083558 0.0010630 EM
8 -0.18854088D+04 1.9221639 0.0010185 EM
9 -0.18835598D+04 1.8490220 0.0009807 EM
10 -0.18817721D+04 1.7876323 0.0009491 EM
11 -0.18800358D+04 1.7363717 0.0009227 EM
12 -0.18783421D+04 1.6936726 0.0009009 EM
13 -0.18766839D+04 1.6581491 0.0008828 EM
14 -0.18750553D+04 1.6286463 0.0008678 EM
15 -0.18734511D+04 1.6041889 0.0008555 EM
16 -0.18718671D+04 1.5839995 0.0008455 EM
17 -0.18702996D+04 1.5674512 0.0008374 EM
18 -0.18687456D+04 1.5540290 0.0008309 EM
19 -0.18672023D+04 1.5433182 0.0008259 EM
20 -0.18656673D+04 1.5349898 0.0008221 EM
21 -0.18641385D+04 1.5287716 0.0008194 EM
22 -0.18626141D+04 1.5244441 0.0008178 EM
23 -0.18610923D+04 1.5218257 0.0008170 EM
24 -0.18595715D+04 1.5207727 0.0008171 EM
25 -0.18580503D+04 1.5211627 0.0008180 EM
26 -0.18565274D+04 1.5228985 0.0008196 EM
27 -0.18550015D+04 1.5258985 0.0008219 EM
28 -0.18534714D+04 1.5301074 0.0008249 EM
29 -0.18519360D+04 1.5354570 0.0008284 EM
30 -0.18503941D+04 1.5419176 0.0008326 EM
31 -0.18488446D+04 1.5494369 0.0008374 EM
32 -0.18472866D+04 1.5580005 0.0008427 EM
33 -0.18457190D+04 1.5675840 0.0008486 EM
34 -0.18441409D+04 1.5781649 0.0008550 EM
35 -0.18425511D+04 1.5897213 0.0008620 EM
36 -0.18409489D+04 1.6022462 0.0008696 EM
37 -0.18393332D+04 1.6157331 0.0008777 EM
38 -0.18377030D+04 1.6301546 0.0008863 EM
39 -0.18360575D+04 1.6455035 0.0008954 EM
40 -0.18343957D+04 1.6617635 0.0009051 EM
41 -0.18327168D+04 1.6789357 0.0009153 EM
42 -0.18310198D+04 1.6969848 0.0009259 EM
43 -0.18293039D+04 1.7159010 0.0009371 EM
44 -0.18275683D+04 1.7356594 0.0009488 EM
45 -0.18258120D+04 1.7562305 0.0009610 EM
46 -0.18240344D+04 1.7776062 0.0009736 EM
47 -0.18222347D+04 1.7997325 0.0009867 EM
48 -0.18204121D+04 1.8225787 0.0010002 EM
49 -0.18185660D+04 1.8461115 0.0010141 EM
50 -0.18166957D+04 1.8702772 0.0010284 EM
51 -0.18148007D+04 1.8950502 0.0010431 EM
52 -0.18128803D+04 1.9203580 0.0010582 EM
53 -0.18109342D+04 1.9461476 0.0010735 EM
54 -0.18089618D+04 1.9723550 0.0010891 EM
55 -0.18069629D+04 1.9989255 0.0011050 EM
56 -0.18049371D+04 2.0257899 0.0011211 EM
57 -0.16367751D+04 168.1620212 0.0931678 QN
58 -0.16367212D+04 0.0538448 0.0000329 EM
59 -0.16367114D+04 0.0097917 0.0000060 EM
60 -0.16367080D+04 0.0034936 0.0000021 EM
61 -0.16367066D+04 0.0013726 0.0000008 EM
62 -0.16367061D+04 0.0005284 0.0000003 EM
Beginning Time: 11:34:02
Ending Time: 11:34:26
Elapsed Time: 00:00:24
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