Mplus VERSION 6
MUTHEN & MUTHEN
04/25/2010 11:00 PM
INPUT INSTRUCTIONS
TITLE: app1
LCA on 17 ASB items
DATA: FILE IS asb.dat;
FORMAT IS 34X 54F2.0;
VARIABLE: NAMES ARE property fight shoplift lt50 gt50 force threat injure
pot drug soldpot solddrug con auto bldg goods gambling
dsm1-dsm22 sex black hisp single divorce dropout college onset f1 f2 f3
age94 cohort dep abuse;
USEV ARE property fight shoplift lt50 gt50 force threat injure pot drug
soldpot solddrug con auto bldg goods gambling;
CLASSES = c(4);
CATEGORICAL ARE property fight shoplift lt50 gt50 force threat injure pot
drug soldpot solddrug con auto bldg goods gambling;
ANALYSIS:
TYPE = MIXTURE;
MODEL: %OVERALL%
%c#1%
[property$1-gambling$1*0];
%c#2%
[property$1-gambling$1*1];
%c#3%
[property$1-gambling$1*2];
%c#4%
[property$1-gambling$1*3];
OUTPUT: TECH8;
SAVEDATA: FILE IS asbpp.sav;
SAVE IS CPROB;
INPUT READING TERMINATED NORMALLY
app1
LCA on 17 ASB items
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 7326
Number of dependent variables 17
Number of independent variables 0
Number of continuous latent variables 0
Number of categorical latent variables 1
Observed dependent variables
Binary and ordered categorical (ordinal)
PROPERTY FIGHT SHOPLIFT LT50 GT50 FORCE
THREAT INJURE POT DRUG SOLDPOT SOLDDRUG
CON AUTO BLDG GOODS GAMBLING
Categorical latent variables
C
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-06
Relative loglikelihood change 0.100D-06
Derivative 0.100D-05
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-05
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-05
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
Optimization algorithm EMA
Random Starts Specifications
Number of initial stage random starts 10
Number of final stage optimizations 2
Number of initial stage iterations 10
Initial stage convergence criterion 0.100D+01
Random starts scale 0.500D+01
Random seed for generating random starts 0
Link LOGIT
Input data file(s)
asb.dat
Input data format
(34X 54F2.0)
UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES
PROPERTY
Category 1 0.815 5972.000
Category 2 0.185 1354.000
FIGHT
Category 1 0.719 5267.000
Category 2 0.281 2059.000
SHOPLIFT
Category 1 0.736 5393.000
Category 2 0.264 1933.000
LT50
Category 1 0.813 5956.000
Category 2 0.187 1370.000
GT50
Category 1 0.951 6966.000
Category 2 0.049 360.000
FORCE
Category 1 0.951 6964.000
Category 2 0.049 362.000
THREAT
Category 1 0.638 4673.000
Category 2 0.362 2653.000
INJURE
Category 1 0.900 6596.000
Category 2 0.100 730.000
POT
Category 1 0.547 4006.000
Category 2 0.453 3320.000
DRUG
Category 1 0.825 6047.000
Category 2 0.175 1279.000
SOLDPOT
Category 1 0.902 6611.000
Category 2 0.098 715.000
SOLDDRUG
Category 1 0.978 7167.000
Category 2 0.022 159.000
CON
Category 1 0.775 5681.000
Category 2 0.225 1645.000
AUTO
Category 1 0.920 6740.000
Category 2 0.080 586.000
BLDG
Category 1 0.943 6911.000
Category 2 0.057 415.000
GOODS
Category 1 0.888 6505.000
Category 2 0.112 821.000
GAMBLING
Category 1 0.975 7145.000
Category 2 0.025 181.000
RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST LOGLIKELIHOOD VALUES
Final stage loglikelihood values at local maxima, seeds, and initial stage start numbers:
-41007.498 415931 10
-41007.498 608496 4
WARNING: WHEN ESTIMATING A MODEL WITH MORE THAN TWO CLASSES, IT MAY BE
NECESSARY TO INCREASE THE NUMBER OF RANDOM STARTS USING THE STARTS OPTION
TO AVOID LOCAL MAXIMA.
THE MODEL ESTIMATION TERMINATED NORMALLY
TESTS OF MODEL FIT
Loglikelihood
H0 Value -41007.498
H0 Scaling Correction Factor 1.082
for MLR
Information Criteria
Number of Free Parameters 71
Akaike (AIC) 82156.996
Bayesian (BIC) 82646.838
Sample-Size Adjusted BIC 82421.215
(n* = (n + 2) / 24)
Chi-Square Test of Model Fit for the Binary and Ordered Categorical
(Ordinal) Outcomes**
Pearson Chi-Square
Value 20826.578
Degrees of Freedom 130834
P-Value 1.0000
Likelihood Ratio Chi-Square
Value 6426.413
Degrees of Freedom 130834
P-Value 1.0000
** Of the 131072 cells in the latent class indicator table, 166
were deleted in the calculation of chi-square due to extreme values.
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THE ESTIMATED MODEL
Latent
Classes
1 672.40764 0.09178
2 1354.73096 0.18492
3 1821.71218 0.24866
4 3477.14921 0.47463
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent
Classes
1 672.40764 0.09178
2 1354.73096 0.18492
3 1821.71218 0.24866
4 3477.14921 0.47463
CLASSIFICATION QUALITY
Entropy 0.742
CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP
Class Counts and Proportions
Latent
Classes
1 664 0.09064
2 1237 0.16885
3 1772 0.24188
4 3653 0.49863
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2 3 4
1 0.896 0.057 0.046 0.000
2 0.032 0.835 0.090 0.043
3 0.021 0.072 0.803 0.104
4 0.000 0.043 0.070 0.887
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
Thresholds
PROPERTY$1 -1.267 0.142 -8.911 0.000
FIGHT$1 -1.047 0.117 -8.972 0.000
SHOPLIFT$1 -1.491 0.125 -11.927 0.000
LT50$1 -0.839 0.114 -7.377 0.000
GT50$1 0.523 0.117 4.476 0.000
FORCE$1 1.027 0.113 9.113 0.000
THREAT$1 -1.495 0.125 -11.996 0.000
INJURE$1 0.394 0.096 4.125 0.000
POT$1 -2.220 0.193 -11.496 0.000
DRUG$1 -0.394 0.122 -3.234 0.001
SOLDPOT$1 -0.053 0.116 -0.455 0.649
SOLDDRUG$1 1.784 0.135 13.233 0.000
CON$1 -0.585 0.109 -5.388 0.000
AUTO$1 0.591 0.102 5.796 0.000
BLDG$1 0.290 0.112 2.591 0.010
GOODS$1 -0.697 0.122 -5.699 0.000
GAMBLING$1 1.722 0.125 13.774 0.000
Latent Class 2
Thresholds
PROPERTY$1 1.533 0.113 13.550 0.000
FIGHT$1 1.403 0.118 11.857 0.000
SHOPLIFT$1 0.310 0.083 3.755 0.000
LT50$1 0.988 0.085 11.561 0.000
GT50$1 3.543 0.218 16.252 0.000
FORCE$1 4.058 0.319 12.718 0.000
THREAT$1 0.499 0.097 5.153 0.000
INJURE$1 2.462 0.165 14.881 0.000
POT$1 -3.232 0.311 -10.403 0.000
DRUG$1 -0.336 0.118 -2.853 0.004
SOLDPOT$1 1.033 0.109 9.457 0.000
SOLDDRUG$1 3.189 0.180 17.691 0.000
CON$1 1.386 0.093 14.917 0.000
AUTO$1 2.473 0.144 17.195 0.000
BLDG$1 3.381 0.223 15.186 0.000
GOODS$1 2.167 0.148 14.632 0.000
GAMBLING$1 4.078 0.269 15.158 0.000
Latent Class 3
Thresholds
PROPERTY$1 0.962 0.104 9.267 0.000
FIGHT$1 -0.134 0.089 -1.508 0.132
SHOPLIFT$1 0.780 0.096 8.084 0.000
LT50$1 1.350 0.108 12.470 0.000
GT50$1 3.360 0.197 17.067 0.000
FORCE$1 2.456 0.116 21.213 0.000
THREAT$1 -0.747 0.105 -7.131 0.000
INJURE$1 1.465 0.102 14.420 0.000
POT$1 0.567 0.088 6.467 0.000
DRUG$1 3.649 0.298 12.258 0.000
SOLDPOT$1 5.393 0.737 7.320 0.000
SOLDDRUG$1 6.263 0.752 8.325 0.000
CON$1 0.508 0.079 6.467 0.000
AUTO$1 2.121 0.102 20.809 0.000
BLDG$1 3.100 0.193 16.099 0.000
GOODS$1 1.969 0.130 15.121 0.000
GAMBLING$1 3.514 0.182 19.260 0.000
Latent Class 4
Thresholds
PROPERTY$1 3.687 0.176 20.891 0.000
FIGHT$1 2.281 0.107 21.345 0.000
SHOPLIFT$1 2.609 0.114 22.923 0.000
LT50$1 3.046 0.119 25.567 0.000
GT50$1 5.796 0.403 14.386 0.000
FORCE$1 5.276 0.343 15.395 0.000
THREAT$1 2.171 0.136 15.985 0.000
INJURE$1 5.765 0.664 8.683 0.000
POT$1 1.290 0.065 19.888 0.000
DRUG$1 4.430 0.305 14.502 0.000
SOLDPOT$1 6.367 0.589 10.801 0.000
SOLDDRUG$1 6.499 0.573 11.342 0.000
CON$1 2.525 0.106 23.928 0.000
AUTO$1 4.314 0.208 20.784 0.000
BLDG$1 6.741 0.739 9.120 0.000
GOODS$1 5.880 0.611 9.628 0.000
GAMBLING$1 6.816 0.954 7.144 0.000
Categorical Latent Variables
Means
C#1 -1.643 0.096 -17.074 0.000
C#2 -0.943 0.067 -13.973 0.000
C#3 -0.646 0.087 -7.449 0.000
RESULTS IN PROBABILITY SCALE
Latent Class 1
PROPERTY
Category 1 0.220 0.024 9.015 0.000
Category 2 0.780 0.024 32.004 0.000
FIGHT
Category 1 0.260 0.022 11.572 0.000
Category 2 0.740 0.022 32.981 0.000
SHOPLIFT
Category 1 0.184 0.019 9.801 0.000
Category 2 0.816 0.019 43.526 0.000
LT50
Category 1 0.302 0.024 12.600 0.000
Category 2 0.698 0.024 29.146 0.000
GT50
Category 1 0.628 0.027 22.994 0.000
Category 2 0.372 0.027 13.628 0.000
FORCE
Category 1 0.736 0.022 33.656 0.000
Category 2 0.264 0.022 12.057 0.000
THREAT
Category 1 0.183 0.019 9.822 0.000
Category 2 0.817 0.019 43.809 0.000
INJURE
Category 1 0.597 0.023 25.984 0.000
Category 2 0.403 0.023 17.518 0.000
POT
Category 1 0.098 0.017 5.741 0.000
Category 2 0.902 0.017 52.857 0.000
DRUG
Category 1 0.403 0.029 13.727 0.000
Category 2 0.597 0.029 20.364 0.000
SOLDPOT
Category 1 0.487 0.029 16.811 0.000
Category 2 0.513 0.029 17.720 0.000
SOLDDRUG
Category 1 0.856 0.017 51.584 0.000
Category 2 0.144 0.017 8.661 0.000
CON
Category 1 0.358 0.025 14.337 0.000
Category 2 0.642 0.025 25.738 0.000
AUTO
Category 1 0.644 0.023 27.517 0.000
Category 2 0.356 0.023 15.239 0.000
BLDG
Category 1 0.572 0.027 20.881 0.000
Category 2 0.428 0.027 15.625 0.000
GOODS
Category 1 0.332 0.027 12.241 0.000
Category 2 0.668 0.027 24.587 0.000
GAMBLING
Category 1 0.848 0.016 52.759 0.000
Category 2 0.152 0.016 9.427 0.000
Latent Class 2
PROPERTY
Category 1 0.822 0.017 49.780 0.000
Category 2 0.178 0.017 10.750 0.000
FIGHT
Category 1 0.803 0.019 42.828 0.000
Category 2 0.197 0.019 10.525 0.000
SHOPLIFT
Category 1 0.577 0.020 28.616 0.000
Category 2 0.423 0.020 20.985 0.000
LT50
Category 1 0.729 0.017 43.133 0.000
Category 2 0.271 0.017 16.065 0.000
GT50
Category 1 0.972 0.006 163.148 0.000
Category 2 0.028 0.006 4.720 0.000
FORCE
Category 1 0.983 0.005 184.488 0.000
Category 2 0.017 0.005 3.188 0.001
THREAT
Category 1 0.622 0.023 27.348 0.000
Category 2 0.378 0.023 16.608 0.000
INJURE
Category 1 0.921 0.012 76.946 0.000
Category 2 0.079 0.012 6.559 0.000
POT
Category 1 0.038 0.011 3.346 0.001
Category 2 0.962 0.011 84.739 0.000
DRUG
Category 1 0.417 0.029 14.546 0.000
Category 2 0.583 0.029 20.361 0.000
SOLDPOT
Category 1 0.737 0.021 34.878 0.000
Category 2 0.263 0.021 12.419 0.000
SOLDDRUG
Category 1 0.960 0.007 140.124 0.000
Category 2 0.040 0.007 5.777 0.000
CON
Category 1 0.800 0.015 53.801 0.000
Category 2 0.200 0.015 13.459 0.000
AUTO
Category 1 0.922 0.010 89.423 0.000
Category 2 0.078 0.010 7.538 0.000
BLDG
Category 1 0.967 0.007 136.525 0.000
Category 2 0.033 0.007 4.645 0.000
GOODS
Category 1 0.897 0.014 65.702 0.000
Category 2 0.103 0.014 7.526 0.000
GAMBLING
Category 1 0.983 0.004 223.127 0.000
Category 2 0.017 0.004 3.780 0.000
Latent Class 3
PROPERTY
Category 1 0.723 0.021 34.846 0.000
Category 2 0.277 0.021 13.321 0.000
FIGHT
Category 1 0.467 0.022 21.169 0.000
Category 2 0.533 0.022 24.193 0.000
SHOPLIFT
Category 1 0.686 0.021 32.977 0.000
Category 2 0.314 0.021 15.120 0.000
LT50
Category 1 0.794 0.018 44.868 0.000
Category 2 0.206 0.018 11.635 0.000
GT50
Category 1 0.966 0.006 151.307 0.000
Category 2 0.034 0.006 5.256 0.000
FORCE
Category 1 0.921 0.008 109.319 0.000
Category 2 0.079 0.008 9.379 0.000
THREAT
Category 1 0.322 0.023 14.078 0.000
Category 2 0.678 0.023 29.703 0.000
INJURE
Category 1 0.812 0.015 52.440 0.000
Category 2 0.188 0.015 12.118 0.000
POT
Category 1 0.638 0.020 31.523 0.000
Category 2 0.362 0.020 17.887 0.000
DRUG
Category 1 0.975 0.007 132.478 0.000
Category 2 0.025 0.007 3.447 0.001
SOLDPOT
Category 1 0.995 0.003 299.787 0.000
Category 2 0.005 0.003 1.364 0.173
SOLDDRUG
Category 1 0.998 0.001 698.697 0.000
Category 2 0.002 0.001 1.332 0.183
CON
Category 1 0.624 0.018 33.886 0.000
Category 2 0.376 0.018 20.388 0.000
AUTO
Category 1 0.893 0.010 91.621 0.000
Category 2 0.107 0.010 10.989 0.000
BLDG
Category 1 0.957 0.008 120.484 0.000
Category 2 0.043 0.008 5.427 0.000
GOODS
Category 1 0.877 0.014 62.693 0.000
Category 2 0.123 0.014 8.752 0.000
GAMBLING
Category 1 0.971 0.005 189.515 0.000
Category 2 0.029 0.005 5.645 0.000
Latent Class 4
PROPERTY
Category 1 0.976 0.004 231.874 0.000
Category 2 0.024 0.004 5.808 0.000
FIGHT
Category 1 0.907 0.009 100.930 0.000
Category 2 0.093 0.009 10.315 0.000
SHOPLIFT
Category 1 0.931 0.007 128.168 0.000
Category 2 0.069 0.007 9.432 0.000
LT50
Category 1 0.955 0.005 184.963 0.000
Category 2 0.045 0.005 8.791 0.000
GT50
Category 1 0.997 0.001 818.826 0.000
Category 2 0.003 0.001 2.490 0.013
FORCE
Category 1 0.995 0.002 573.409 0.000
Category 2 0.005 0.002 2.933 0.003
THREAT
Category 1 0.898 0.012 71.923 0.000
Category 2 0.102 0.012 8.202 0.000
INJURE
Category 1 0.997 0.002 482.038 0.000
Category 2 0.003 0.002 1.511 0.131
POT
Category 1 0.784 0.011 71.425 0.000
Category 2 0.216 0.011 19.667 0.000
DRUG
Category 1 0.988 0.004 277.945 0.000
Category 2 0.012 0.004 3.313 0.001
SOLDPOT
Category 1 0.998 0.001 989.319 0.000
Category 2 0.002 0.001 1.699 0.089
SOLDDRUG
Category 1 0.998 0.001 1161.611 0.000
Category 2 0.002 0.001 1.748 0.081
CON
Category 1 0.926 0.007 127.850 0.000
Category 2 0.074 0.007 10.235 0.000
AUTO
Category 1 0.987 0.003 364.792 0.000
Category 2 0.013 0.003 4.883 0.000
BLDG
Category 1 0.999 0.001 1146.365 0.000
Category 2 0.001 0.001 1.355 0.176
GOODS
Category 1 0.997 0.002 587.610 0.000
Category 2 0.003 0.002 1.642 0.101
GAMBLING
Category 1 0.999 0.001 957.315 0.000
Category 2 0.001 0.001 1.049 0.294
LATENT CLASS ODDS RATIO RESULTS
Latent Class 1 Compared to Latent Class 2
PROPERTY
Category > 1 16.439 2.472 6.651 0.000
FIGHT
Category > 1 11.598 1.735 6.683 0.000
SHOPLIFT
Category > 1 6.056 0.866 6.990 0.000
LT50
Category > 1 6.211 0.822 7.552 0.000
GT50
Category > 1 20.486 4.793 4.274 0.000
FORCE
Category > 1 20.730 6.765 3.064 0.002
THREAT
Category > 1 7.345 1.113 6.601 0.000
INJURE
Category > 1 7.910 1.448 5.461 0.000
POT
Category > 1 0.364 0.135 2.693 0.007
DRUG
Category > 1 1.060 0.179 5.905 0.000
SOLDPOT
Category > 1 2.960 0.474 6.248 0.000
SOLDDRUG
Category > 1 4.073 0.925 4.402 0.000
CON
Category > 1 7.176 0.946 7.585 0.000
AUTO
Category > 1 6.570 1.095 6.000 0.000
BLDG
Category > 1 21.996 5.034 4.370 0.000
GOODS
Category > 1 17.534 2.861 6.129 0.000
GAMBLING
Category > 1 10.547 3.096 3.407 0.001
Latent Class 1 Compared to Latent Class 3
PROPERTY
Category > 1 9.286 1.529 6.074 0.000
FIGHT
Category > 1 2.494 0.364 6.844 0.000
SHOPLIFT
Category > 1 9.686 1.408 6.879 0.000
LT50
Category > 1 8.920 1.310 6.810 0.000
GT50
Category > 1 17.061 3.567 4.783 0.000
FORCE
Category > 1 4.175 0.646 6.465 0.000
THREAT
Category > 1 2.114 0.348 6.083 0.000
INJURE
Category > 1 2.918 0.401 7.271 0.000
POT
Category > 1 16.227 3.175 5.110 0.000
DRUG
Category > 1 57.021 17.875 3.190 0.001
SOLDPOT
Category > 1 231.762 169.186 1.370 0.171
SOLDDRUG
Category > 1 88.082 67.225 1.310 0.190
CON
Category > 1 2.984 0.386 7.729 0.000
AUTO
Category > 1 4.617 0.622 7.423 0.000
BLDG
Category > 1 16.613 3.362 4.941 0.000
GOODS
Category > 1 14.388 2.240 6.424 0.000
GAMBLING
Category > 1 5.999 1.312 4.572 0.000
Latent Class 1 Compared to Latent Class 4
PROPERTY
Category > 1 141.719 30.476 4.650 0.000
FIGHT
Category > 1 27.887 4.316 6.462 0.000
SHOPLIFT
Category > 1 60.350 9.298 6.491 0.000
LT50
Category > 1 48.668 7.408 6.569 0.000
GT50
Category > 1 194.915 81.083 2.404 0.016
FORCE
Category > 1 70.032 24.621 2.844 0.004
THREAT
Category > 1 39.113 7.055 5.544 0.000
INJURE
Category > 1 215.120 142.822 1.506 0.132
POT
Category > 1 33.438 6.800 4.917 0.000
DRUG
Category > 1 124.460 40.402 3.081 0.002
SOLDPOT
Category > 1 613.687 369.581 1.660 0.097
SOLDDRUG
Category > 1 111.598 65.375 1.707 0.088
CON
Category > 1 22.426 3.204 7.000 0.000
AUTO
Category > 1 41.374 9.119 4.537 0.000
BLDG
Category > 1 633.305 471.910 1.342 0.180
GOODS
Category > 1 718.834 436.835 1.646 0.100
GAMBLING
Category > 1 163.015 155.628 1.047 0.295
Latent Class 2 Compared to Latent Class 3
PROPERTY
Category > 1 0.565 0.087 6.515 0.000
FIGHT
Category > 1 0.215 0.031 6.877 0.000
SHOPLIFT
Category > 1 1.599 0.213 7.492 0.000
LT50
Category > 1 1.436 0.207 6.952 0.000
GT50
Category > 1 0.833 0.260 3.209 0.001
FORCE
Category > 1 0.201 0.070 2.864 0.004
THREAT
Category > 1 0.288 0.042 6.930 0.000
INJURE
Category > 1 0.369 0.073 5.055 0.000
POT
Category > 1 44.632 13.806 3.233 0.001
DRUG
Category > 1 53.802 16.939 3.176 0.001
SOLDPOT
Category > 1 78.290 57.899 1.352 0.176
SOLDDRUG
Category > 1 21.626 16.837 1.284 0.199
CON
Category > 1 0.416 0.052 8.026 0.000
AUTO
Category > 1 0.703 0.130 5.395 0.000
BLDG
Category > 1 0.755 0.235 3.209 0.001
GOODS
Category > 1 0.821 0.165 4.969 0.000
GAMBLING
Category > 1 0.569 0.192 2.968 0.003
Latent Class 2 Compared to Latent Class 4
PROPERTY
Category > 1 8.621 1.759 4.900 0.000
FIGHT
Category > 1 2.405 0.371 6.483 0.000
SHOPLIFT
Category > 1 9.965 1.314 7.586 0.000
LT50
Category > 1 7.836 1.111 7.051 0.000
GT50
Category > 1 9.515 4.431 2.147 0.032
FORCE
Category > 1 3.378 1.598 2.114 0.035
THREAT
Category > 1 5.325 0.830 6.417 0.000
INJURE
Category > 1 27.196 18.436 1.475 0.140
POT
Category > 1 91.973 27.926 3.293 0.001
DRUG
Category > 1 117.435 35.156 3.340 0.001
SOLDPOT
Category > 1 207.307 121.700 1.703 0.088
SOLDDRUG
Category > 1 27.400 16.652 1.645 0.100
CON
Category > 1 3.125 0.429 7.291 0.000
AUTO
Category > 1 6.298 1.587 3.968 0.000
BLDG
Category > 1 28.792 22.193 1.297 0.195
GOODS
Category > 1 40.997 25.503 1.608 0.108
GAMBLING
Category > 1 15.456 15.539 0.995 0.320
Latent Class 3 Compared to Latent Class 4
PROPERTY
Category > 1 15.261 2.810 5.431 0.000
FIGHT
Category > 1 11.183 1.288 8.685 0.000
SHOPLIFT
Category > 1 6.231 0.878 7.100 0.000
LT50
Category > 1 5.456 0.890 6.128 0.000
GT50
Category > 1 11.424 5.370 2.127 0.033
FORCE
Category > 1 16.772 6.096 2.751 0.006
THREAT
Category > 1 18.501 2.650 6.982 0.000
INJURE
Category > 1 73.733 47.926 1.538 0.124
POT
Category > 1 2.061 0.212 9.739 0.000
DRUG
Category > 1 2.183 0.987 2.210 0.027
SOLDPOT
Category > 1 2.648 2.581 1.026 0.305
SOLDDRUG
Category > 1 1.267 1.319 0.961 0.337
CON
Category > 1 7.516 0.886 8.478 0.000
AUTO
Category > 1 8.961 2.090 4.287 0.000
BLDG
Category > 1 38.121 29.760 1.281 0.200
GOODS
Category > 1 49.961 30.798 1.622 0.105
GAMBLING
Category > 1 27.172 27.119 1.002 0.316
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.112E-02
(ratio of smallest to largest eigenvalue)
TECHNICAL 8 OUTPUT
INITIAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.50814249D+05 0.0000000 0.0000000 888.234 1659.562 EM
2208.576 2569.628
2 -0.41810482D+05 9003.7666995 0.1771898 831.905 1722.366 EM
2165.174 2606.555
3 -0.41706620D+05 103.8616123 0.0024841 767.588 1807.168 EM
2146.235 2605.009
4 -0.41657122D+05 49.4986699 0.0011868 714.379 1867.660 EM
2146.792 2597.170
5 -0.41623995D+05 33.1269450 0.0007952 671.621 1905.257 EM
2162.382 2586.740
6 -0.41596432D+05 27.5623588 0.0006622 637.325 1924.671 EM
2188.455 2575.549
7 -0.41568387D+05 28.0458636 0.0006742 610.023 1929.703 EM
2220.682 2565.592
8 -0.41536068D+05 32.3181303 0.0007775 589.077 1923.137 EM
2254.303 2559.483
9 -0.41497065D+05 39.0030724 0.0009390 574.623 1906.887 EM
2283.978 2560.511
10 -0.41449675D+05 47.3906297 0.0011420 567.302 1881.961 EM
2304.583 2572.154
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.10906898D+06 0.0000000 0.0000000 3504.683 374.636 EM
2137.330 1309.351
2 -0.43521102D+05 ************ 0.6009764 3698.578 668.662 EM
1826.728 1132.032
3 -0.41663711D+05 1857.3907559 0.0426779 3715.053 706.338 EM
1747.672 1156.937
4 -0.41369008D+05 294.7034509 0.0070734 3706.058 695.755 EM
1712.826 1211.362
5 -0.41254965D+05 114.0426564 0.0027567 3702.913 682.649 EM
1680.617 1259.821
6 -0.41195848D+05 59.1172622 0.0014330 3703.209 673.578 EM
1647.610 1301.603
7 -0.41157222D+05 38.6253387 0.0009376 3703.999 668.268 EM
1615.763 1337.969
8 -0.41128190D+05 29.0326182 0.0007054 3703.748 665.439 EM
1586.872 1369.941
9 -0.41104972D+05 23.2180244 0.0005645 3701.907 664.015 EM
1561.705 1398.372
10 -0.41086007D+05 18.9649469 0.0004614 3698.441 663.285 EM
1540.248 1424.026
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11987008D+06 0.0000000 0.0000000 224.626 4543.731 EM
733.805 1823.837
2 -0.45402795D+05 ************ 0.6212333 565.968 4280.385 EM
909.700 1569.948
3 -0.42918454D+05 2484.3405785 0.0547178 766.769 3819.024 EM
1340.452 1399.754
4 -0.41891423D+05 1027.0315500 0.0239298 886.738 3398.051 EM
1736.299 1304.911
5 -0.41480322D+05 411.1001685 0.0098135 939.817 3142.544 EM
1962.356 1281.282
6 -0.41328173D+05 152.1493853 0.0036680 959.955 2984.028 EM
2104.128 1277.888
7 -0.41249568D+05 78.6046937 0.0019020 964.918 2866.865 EM
2221.480 1272.738
8 -0.41197239D+05 52.3291639 0.0012686 960.479 2772.462 EM
2326.925 1266.135
9 -0.41159917D+05 37.3218694 0.0009059 949.456 2694.396 EM
2420.039 1262.108
10 -0.41132898D+05 27.0195212 0.0006565 934.195 2628.712 EM
2500.665 1262.429
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.85562449D+05 0.0000000 0.0000000 156.810 72.781 EM
2147.053 4949.356
2 -0.44570501D+05 ************ 0.4790881 405.004 163.490 EM
1828.909 4928.598
3 -0.43167612D+05 1402.8885811 0.0314757 588.262 191.048 EM
1699.103 4847.587
4 -0.42352293D+05 815.3193946 0.0188873 688.446 211.399 EM
1691.521 4734.634
5 -0.41823009D+05 529.2841024 0.0124972 723.618 230.920 EM
1755.993 4615.469
6 -0.41566693D+05 256.3157973 0.0061286 748.925 248.881 EM
1817.736 4510.458
7 -0.41435458D+05 131.2350318 0.0031572 781.273 268.043 EM
1850.796 4425.888
8 -0.41353302D+05 82.1562450 0.0019828 820.174 289.326 EM
1858.898 4357.603
9 -0.41293144D+05 60.1577111 0.0014547 862.409 312.456 EM
1851.104 4300.032
10 -0.41244842D+05 48.3021839 0.0011697 905.449 336.644 EM
1835.109 4248.798
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.11553076D+06 0.0000000 0.0000000 3604.100 1116.224 EM
651.913 1953.763
2 -0.42747995D+05 ************ 0.6299860 3683.247 999.543 EM
871.301 1771.909
3 -0.41510784D+05 1237.2109988 0.0289420 3654.843 1043.029 EM
874.174 1753.954
4 -0.41299384D+05 211.4005543 0.0050927 3631.187 1098.585 EM
846.654 1749.574
5 -0.41222004D+05 77.3797788 0.0018736 3617.647 1154.881 EM
817.818 1735.654
6 -0.41174194D+05 47.8095106 0.0011598 3610.970 1210.447 EM
792.000 1712.583
7 -0.41137601D+05 36.5938775 0.0008888 3608.939 1262.961 EM
769.781 1684.320
8 -0.41108673D+05 28.9270855 0.0007032 3609.632 1310.794 EM
750.980 1654.594
9 -0.41086113D+05 22.5609218 0.0005488 3611.311 1353.458 EM
735.212 1626.019
10 -0.41068803D+05 17.3097349 0.0004213 3612.710 1391.262 EM
722.057 1599.972
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.95118249D+05 0.0000000 0.0000000 1588.701 5382.734 EM
35.427 319.137
2 -0.45352551D+05 ************ 0.5231982 1348.683 5264.226 EM
200.322 512.769
3 -0.42562138D+05 2790.4130372 0.0615271 1314.866 5104.921 EM
283.197 623.016
4 -0.42057360D+05 504.7771568 0.0118598 1366.067 4955.538 EM
333.535 670.860
5 -0.41881193D+05 176.1676352 0.0041887 1428.455 4834.320 EM
368.963 694.262
6 -0.41810073D+05 71.1199167 0.0016981 1487.090 4736.591 EM
394.023 708.296
7 -0.41776384D+05 33.6888911 0.0008058 1540.153 4655.836 EM
412.943 717.068
8 -0.41757385D+05 18.9995251 0.0004548 1588.475 4587.051 EM
428.376 722.098
9 -0.41744741D+05 12.6431377 0.0003028 1633.137 4526.719 EM
441.757 724.386
10 -0.41735149D+05 9.5925213 0.0002298 1675.028 4472.458 EM
453.793 724.721
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.80070479D+05 0.0000000 0.0000000 393.028 33.015 EM
4698.225 2201.732
2 -0.42983899D+05 ************ 0.4631742 540.571 42.481 EM
4759.528 1983.420
3 -0.42012985D+05 970.9132968 0.0225878 563.836 53.085 EM
4695.351 2013.728
4 -0.41843528D+05 169.4579252 0.0040335 548.149 83.642 EM
4616.195 2078.014
5 -0.41688316D+05 155.2118512 0.0037093 526.337 146.486 EM
4535.542 2117.634
6 -0.41538124D+05 150.1916876 0.0036027 512.388 226.184 EM
4457.111 2130.317
7 -0.41440209D+05 97.9154657 0.0023572 505.927 306.557 EM
4387.391 2126.125
8 -0.41370948D+05 69.2607716 0.0016713 504.262 393.712 EM
4321.201 2106.824
9 -0.41306492D+05 64.4554207 0.0015580 506.427 487.605 EM
4256.422 2075.546
10 -0.41247489D+05 59.0037958 0.0014284 512.004 580.844 EM
4193.985 2039.167
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.10107520D+06 0.0000000 0.0000000 1607.359 2025.886 EM
1349.641 2343.114
2 -0.43139309D+05 ************ 0.5731959 1660.204 1877.086 EM
1453.603 2335.107
3 -0.42153329D+05 985.9799764 0.0228557 1599.362 1875.261 EM
1561.472 2289.905
4 -0.41881598D+05 271.7315989 0.0064463 1518.506 1896.415 EM
1669.785 2241.294
5 -0.41699564D+05 182.0336007 0.0043464 1430.864 1924.764 EM
1788.695 2181.676
6 -0.41557096D+05 142.4682076 0.0034165 1342.566 1955.884 EM
1909.487 2118.064
7 -0.41446645D+05 110.4505944 0.0026578 1258.141 1984.056 EM
2016.695 2067.109
8 -0.41366264D+05 80.3814580 0.0019394 1181.204 2005.272 EM
2101.880 2037.644
9 -0.41311231D+05 55.0326953 0.0013304 1114.211 2017.372 EM
2166.601 2027.816
10 -0.41273620D+05 37.6112075 0.0009104 1057.938 2019.400 EM
2217.474 2031.187
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.96748347D+05 0.0000000 0.0000000 374.039 3309.464 EM
559.199 3083.299
2 -0.42786385D+05 ************ 0.5577559 538.753 3062.479 EM
500.459 3224.309
3 -0.41907101D+05 879.2835045 0.0205505 613.310 2833.843 EM
544.616 3334.231
4 -0.41557720D+05 349.3808981 0.0083370 640.855 2625.159 EM
651.837 3408.150
5 -0.41331587D+05 226.1327047 0.0054414 646.677 2448.902 EM
774.985 3455.436
6 -0.41211402D+05 120.1849614 0.0029078 649.181 2309.723 EM
877.501 3489.594
7 -0.41157190D+05 54.2124505 0.0013155 652.328 2197.745 EM
959.569 3516.359
8 -0.41127164D+05 30.0255293 0.0007295 655.543 2104.306 EM
1029.040 3537.112
9 -0.41106194D+05 20.9699904 0.0005099 658.386 2024.612 EM
1090.349 3552.653
10 -0.41089994D+05 16.2006693 0.0003941 660.758 1955.948 EM
1145.561 3563.733
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.94070748D+05 0.0000000 0.0000000 223.907 402.791 EM
1436.658 5262.644
2 -0.44392754D+05 ************ 0.5280918 505.701 328.885 EM
1289.153 5202.260
3 -0.42266064D+05 2126.6899331 0.0479062 579.621 344.408 EM
1318.382 5083.589
4 -0.41919782D+05 346.2827708 0.0081929 590.267 393.519 EM
1372.358 4969.856
5 -0.41835547D+05 84.2349328 0.0020094 587.554 449.805 EM
1422.491 4866.151
6 -0.41783208D+05 52.3389838 0.0012511 580.015 505.668 EM
1470.805 4769.513
7 -0.41735515D+05 47.6926151 0.0011414 569.195 559.887 EM
1519.914 4677.004
8 -0.41684862D+05 50.6527341 0.0012137 555.741 612.308 EM
1571.405 4586.546
9 -0.41626929D+05 57.9330329 0.0013898 540.186 662.402 EM
1626.318 4497.095
10 -0.41558013D+05 68.9160620 0.0016556 523.547 710.191 EM
1683.493 4408.768
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.91063503D+05 0.0000000 0.0000000 154.522 1799.044 EM
1580.873 3791.561
2 -0.42613105D+05 ************ 0.5320507 279.001 1684.439 EM
1385.596 3976.964
3 -0.41918574D+05 694.5303645 0.0162985 353.065 1591.864 EM
1319.599 4061.472
4 -0.41668585D+05 249.9889268 0.0059637 402.394 1536.283 EM
1291.538 4095.785
5 -0.41461728D+05 206.8572228 0.0049643 436.078 1504.868 EM
1289.045 4096.009
6 -0.41281376D+05 180.3519523 0.0043498 461.557 1486.982 EM
1300.990 4076.471
7 -0.41170583D+05 110.7928094 0.0026838 484.039 1475.142 EM
1317.094 4049.725
8 -0.41111665D+05 58.9179551 0.0014311 504.688 1464.784 EM
1335.490 4021.037
9 -0.41077859D+05 33.8067442 0.0008223 523.251 1454.432 EM
1356.564 3991.753
10 -0.41057295D+05 20.5632617 0.0005006 539.583 1444.062 EM
1379.834 3962.521
FINAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
10 -0.41057295D+05 20.5632617 0.0005006 539.583 1444.062 EM
1379.834 3962.521
11 -0.41044618D+05 12.6770731 0.0003088 553.768 1434.065 EM
1404.323 3933.845
12 -0.41036584D+05 8.0341579 0.0001957 566.007 1424.813 EM
1429.113 3906.067
13 -0.41031177D+05 5.4072795 0.0001318 576.555 1416.525 EM
1453.532 3879.388
14 -0.41027263D+05 3.9137083 0.0000954 585.670 1409.268 EM
1477.144 3853.918
15 -0.41024248D+05 3.0150955 0.0000735 593.593 1402.998 EM
1499.699 3829.710
16 -0.41021820D+05 2.4280767 0.0000592 600.529 1397.620 EM
1521.069 3806.782
17 -0.41019808D+05 2.0122841 0.0000491 606.650 1393.014 EM
1541.209 3785.128
18 -0.41018110D+05 1.6977202 0.0000414 612.092 1389.062 EM
1560.122 3764.723
19 -0.41016662D+05 1.4479746 0.0000353 616.966 1385.658 EM
1577.842 3745.534
20 -0.41015419D+05 1.2430209 0.0000303 621.356 1382.710 EM
1594.418 3727.517
21 -0.41014348D+05 1.0711455 0.0000261 625.332 1380.141 EM
1609.905 3710.622
22 -0.41013423D+05 0.9250289 0.0000226 628.949 1377.889 EM
1624.364 3694.797
23 -0.41012623D+05 0.7997713 0.0000195 632.251 1375.903 EM
1637.857 3679.990
24 -0.41011931D+05 0.6918660 0.0000169 635.273 1374.141 EM
1650.442 3666.144
25 -0.41011332D+05 0.5986511 0.0000146 638.046 1372.569 EM
1662.177 3653.208
26 -0.41010814D+05 0.5180092 0.0000126 640.596 1371.160 EM
1673.117 3641.128
27 -0.41010366D+05 0.4481976 0.0000109 642.943 1369.890 EM
1683.314 3629.853
28 -0.41009978D+05 0.3877488 0.0000095 645.107 1368.742 EM
1692.817 3619.334
29 -0.41009643D+05 0.3354092 0.0000082 647.103 1367.700 EM
1701.673 3609.524
30 -0.41009353D+05 0.2900987 0.0000071 648.947 1366.750 EM
1709.924 3600.379
31 -0.41009102D+05 0.2508821 0.0000061 650.651 1365.883 EM
1717.611 3591.855
32 -0.41008885D+05 0.2169478 0.0000053 652.227 1365.088 EM
1724.772 3583.913
33 -0.41008698D+05 0.1875909 0.0000046 653.684 1364.358 EM
1731.444 3576.514
34 -0.41008535D+05 0.1621991 0.0000040 655.033 1363.687 EM
1737.658 3569.623
35 -0.41008395D+05 0.1402404 0.0000034 656.282 1363.067 EM
1743.446 3563.205
36 -0.41007841D+05 0.5541062 0.0000135 660.373 1354.809 FS
1784.474 3526.344
37 -0.41007659D+05 0.1817746 0.0000044 663.290 1355.231 FS
1797.949 3509.531
38 -0.41007580D+05 0.0790045 0.0000019 665.608 1354.074 FS
1807.672 3498.646
39 -0.41007542D+05 0.0384977 0.0000009 667.261 1354.600 FS
1812.020 3492.119
40 -0.41007522D+05 0.0199600 0.0000005 668.551 1354.247 FS
1815.555 3487.647
41 -0.41007511D+05 0.0107082 0.0000003 669.486 1354.561 FS
1817.233 3484.720
42 -0.41007505D+05 0.0058545 0.0000001 670.214 1354.439 FS
1818.729 3482.618
43 -0.41007502D+05 0.0032363 0.0000001 670.747 1354.607 FS
1819.475 3481.171
44 -0.41007500D+05 0.0018014 0.0000000 671.160 1354.564 FS
1820.176 3480.099
45 -0.41007499D+05 0.0010073 0.0000000 671.464 1354.652 FS
1820.543 3479.341
46 -0.41007499D+05 0.0005652 0.0000000 671.699 1354.638 FS
1820.894 3478.769
47 -0.41007498D+05 0.0003179 0.0000000 671.873 1354.684 FS
1821.086 3478.358
48 -0.41007498D+05 0.0001791 0.0000000 672.006 1354.679 FS
1821.269 3478.045
49 -0.41007498D+05 0.0001011 0.0000000 672.106 1354.703 FS
1821.372 3477.819
50 -0.41007498D+05 0.0000571 0.0000000 672.182 1354.702 FS
1821.470 3477.646
51 -0.41007498D+05 0.0000323 0.0000000 672.238 1354.715 FS
1821.527 3477.520
52 -0.41007498D+05 0.0000183 0.0000000 672.282 1354.715 FS
1821.580 3477.423
53 -0.41007498D+05 0.0000104 0.0000000 672.314 1354.722 FS
1821.612 3477.352
54 -0.41007498D+05 0.0000059 0.0000000 672.339 1354.722 FS
1821.641 3477.298
55 -0.41007498D+05 0.0000033 0.0000000 672.357 1354.726 FS
1821.659 3477.258
56 -0.41007498D+05 0.0000019 0.0000000 672.371 1354.726 FS
1821.675 3477.228
57 -0.41007498D+05 0.0000011 0.0000000 672.381 1354.728 FS
1821.685 3477.205
58 -0.41007498D+05 0.0000006 0.0000000 672.389 1354.729 FS
1821.694 3477.188
59 -0.41007498D+05 0.0000003 0.0000000 672.395 1354.730 FS
1821.699 3477.176
60 -0.41007498D+05 0.0000002 0.0000000 672.400 1354.730 FS
1821.704 3477.166
61 -0.41007498D+05 0.0000001 0.0000000 672.403 1354.731 FS
1821.708 3477.159
62 -0.41007498D+05 0.0000001 0.0000000 672.406 1354.731 FS
1821.710 3477.153
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
10 -0.41068803D+05 17.3097349 0.0004213 3612.710 1391.262 EM
722.057 1599.972
11 -0.41055616D+05 13.1871529 0.0003211 3613.147 1424.878 EM
711.131 1576.844
12 -0.41045523D+05 10.0921555 0.0002458 3612.413 1455.047 EM
702.100 1556.440
13 -0.41037711D+05 7.8126307 0.0001903 3610.580 1482.415 EM
694.673 1538.332
14 -0.41031604D+05 6.1071023 0.0001488 3607.847 1507.457 EM
688.600 1522.096
15 -0.41026808D+05 4.7957888 0.0001169 3604.431 1530.502 EM
683.663 1507.404
16 -0.41023029D+05 3.7793666 0.0000921 3600.517 1551.785 EM
679.672 1494.026
17 -0.41020035D+05 2.9931978 0.0000730 3596.250 1571.489 EM
676.458 1481.803
18 -0.41017653D+05 2.3825622 0.0000581 3591.738 1589.761 EM
673.881 1470.620
19 -0.41015749D+05 1.9039443 0.0000464 3587.065 1606.725 EM
671.823 1460.387
20 -0.41014223D+05 1.5259007 0.0000372 3582.298 1622.483 EM
670.189 1451.030
21 -0.41012997D+05 1.2259702 0.0000299 3577.495 1637.124 EM
668.903 1442.479
22 -0.41012010D+05 0.9874946 0.0000241 3572.700 1650.725 EM
667.903 1434.672
23 -0.41011212D+05 0.7976359 0.0000194 3567.955 1663.357 EM
667.138 1427.549
24 -0.41010566D+05 0.6462844 0.0000158 3563.291 1675.085 EM
666.568 1421.055
25 -0.41010040D+05 0.5254197 0.0000128 3558.735 1685.969 EM
666.159 1415.137
26 -0.41009611D+05 0.4286786 0.0000105 3554.308 1696.064 EM
665.883 1409.745
27 -0.41009260D+05 0.3510265 0.0000086 3550.027 1705.423 EM
665.718 1404.833
28 -0.41008972D+05 0.2884922 0.0000070 3545.902 1714.096 EM
665.642 1400.360
29 -0.41008734D+05 0.2379510 0.0000058 3541.943 1722.131 EM
665.640 1396.286
30 -0.41008537D+05 0.1969469 0.0000048 3538.154 1729.571 EM
665.699 1392.576
31 -0.41008374D+05 0.1635501 0.0000040 3534.538 1736.459 EM
665.805 1389.197
32 -0.41008237D+05 0.1362425 0.0000033 3531.096 1742.833 EM
665.950 1386.121
33 -0.41008123D+05 0.1138278 0.0000028 3527.825 1748.731 EM
666.125 1383.320
34 -0.41008028D+05 0.0953606 0.0000023 3524.722 1754.186 EM
666.322 1380.769
35 -0.41007948D+05 0.0800915 0.0000020 3521.785 1759.232 EM
666.536 1378.446
36 -0.41007881D+05 0.0674240 0.0000016 3519.008 1763.898 EM
666.762 1376.331
37 -0.41007605D+05 0.2759999 0.0000067 3500.537 1799.140 FS
668.194 1358.129
38 -0.41007540D+05 0.0641877 0.0000016 3492.040 1807.343 FS
669.247 1357.370
39 -0.41007517D+05 0.0235597 0.0000006 3486.697 1814.160 FS
670.094 1355.050
40 -0.41007507D+05 0.0099317 0.0000002 3483.600 1816.410 FS
670.649 1355.341
41 -0.41007502D+05 0.0045449 0.0000001 3481.535 1818.713 FS
671.105 1354.647
42 -0.41007500D+05 0.0021951 0.0000001 3480.245 1819.461 FS
671.414 1354.881
43 -0.41007499D+05 0.0010995 0.0000000 3479.330 1820.373 FS
671.668 1354.629
44 -0.41007498D+05 0.0005652 0.0000000 3478.730 1820.665 FS
671.843 1354.762
45 -0.41007498D+05 0.0002962 0.0000000 3478.285 1821.066 FS
671.987 1354.662
46 -0.41007498D+05 0.0001576 0.0000000 3477.984 1821.196 FS
672.087 1354.732
47 -0.41007498D+05 0.0000849 0.0000000 3477.755 1821.386 FS
672.169 1354.690
48 -0.41007498D+05 0.0000461 0.0000000 3477.597 1821.449 FS
672.227 1354.727
49 -0.41007498D+05 0.0000253 0.0000000 3477.475 1821.543 FS
672.274 1354.708
50 -0.41007498D+05 0.0000140 0.0000000 3477.390 1821.576 FS
672.307 1354.727
51 -0.41007498D+05 0.0000077 0.0000000 3477.324 1821.624 FS
672.334 1354.718
52 -0.41007498D+05 0.0000043 0.0000000 3477.277 1821.642 FS
672.353 1354.728
53 -0.41007498D+05 0.0000024 0.0000000 3477.241 1821.667 FS
672.368 1354.724
54 -0.41007498D+05 0.0000014 0.0000000 3477.215 1821.677 FS
672.379 1354.729
55 -0.41007498D+05 0.0000008 0.0000000 3477.195 1821.690 FS
672.388 1354.727
56 -0.41007498D+05 0.0000004 0.0000000 3477.181 1821.695 FS
672.394 1354.730
57 -0.41007498D+05 0.0000002 0.0000000 3477.169 1821.703 FS
672.399 1354.729
58 -0.41007498D+05 0.0000001 0.0000000 3477.161 1821.705 FS
672.402 1354.731
59 -0.41007498D+05 0.0000001 0.0000000 3477.155 1821.710 FS
672.405 1354.730
SAVEDATA INFORMATION
Order and format of variables
PROPERTY F3.0
FIGHT F3.0
SHOPLIFT F3.0
LT50 F3.0
GT50 F3.0
FORCE F3.0
THREAT F3.0
INJURE F3.0
POT F3.0
DRUG F3.0
SOLDPOT F3.0
SOLDDRUG F3.0
CON F3.0
AUTO F3.0
BLDG F3.0
GOODS F3.0
GAMBLING F3.0
CPROB1 F10.3
CPROB2 F10.3
CPROB3 F10.3
CPROB4 F10.3
C F10.3
Save file
asbpp.sav
Save file format
17F3.0 5F10.3
Save file record length 5000
Beginning Time: 23:00:11
Ending Time: 23:00:15
Elapsed Time: 00:00:04
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) 1998-2010 Muthen & Muthen
Back to table of examples