Mplus VERSION 6
MUTHEN & MUTHEN
04/25/2010 11:01 PM
INPUT INSTRUCTIONS
Title: app16
Recid5
Recidivism Example
Discrete time survival analysis in mixture modeling framework
Event is first arrest after prison release
Time scale is 4 week intervals, numbered 1 - 13
Hazard function is unstructured
Empb included with time-invariant effects
Time-invariant covariates finaid, age, race, wexp, mar, parole, priors,
and educ included with time-invariant effects
Two-class model with one class defined as long-term survivors
Class membership modeled as a function of
finaid, age, race, wexp, mar, parole, priors, and educ
VARIABLES:
u1-u13 = I(first arrest, months 1-13), censored=999
finaid = 1 if financial aid was provided, 0 if no aid (INTERVENTION)
age = age at release (in years)
race = 1 if black, 0 if white
wexp = 1 if prior work experience, 0 if no work experience
mar = 1 if married, 0 if unmarried
parole = 1 if paroled, 0 if not paroled
priors = number of prior arrests
educ = years of schooling
empb1-empb13 = I(one of more weeks of employment during interval)
tr1-tr2 = Training data for long-term survivor class
Data:
File is recid.dat;
Variable:
Names are id u1-u13 finaid age race wexp mar parole
priors educ empb1-empb13 tr1 tr2;
Missing are all (999);
Usevariables are u1-u13 finaid-educ empb1-empb13 tr1 tr2;
Categorical are u1-u13;
Classes = c(2);
Training = tr1 tr2;
Analysis:
Type = Mixture Missing;
MIterations = 5000;
MConvergence = 0.00001;
LogCriterion = 0.000001;
Convergence = 0.00001;
Model:
%overall%
f by u1-u13@1;
f on finaid-educ;
[f];
u1 on empb1;
u2 on empb2;
u3 on empb3;
u4 on empb4;
u5 on empb5;
u6 on empb6;
u7 on empb7;
u8 on empb8;
u9 on empb9;
u10 on empb10;
u11 on empb11;
u12 on empb12;
u13 on empb13;
c#1 on finaid-educ;
%c#1%
!Long-term survivors
[u1$1@15 u2$1@15 u3$1@15 u4$1@15 u5$1@15 u6$1@15 u7$1@15];
[u8$1@15 u9$1@15 u10$1@15 u11$1@15 u12$1@15 u13$1@15];
f on finaid-educ@0;
[f@0];
u1 on empb1@0;
u2 on empb2@0;
u3 on empb3@0;
u4 on empb4@0;
u5 on empb5@0;
u6 on empb6@0;
u7 on empb7@0;
u8 on empb8@0;
u9 on empb9@0;
u10 on empb10@0;
u11 on empb11@0;
u12 on empb12@0;
u13 on empb13@0;
%c#2%
[u1$1*2.8 u2$1*2.0 u3$1*2.1 u4$1*1.9 u5$1*1.4 u6$1*1.8 u7$1*1.5];
[u8$1*2.2 u9$1*1.4 u10$1*1.3 u11$1*1.6 u12$1*1.4 u13$1*0.1];
f on finaid*-0.3 age*-0.1 race*0.4 wexp*0.01 mar*-0.3
parole*-0.06 priors*0.1 educ*-0.2;
[f@0];
u1 on empb1*-1.5 (1);
u2 on empb2 (1);
u3 on empb3 (1);
u4 on empb4 (1);
u5 on empb5 (1);
u6 on empb6 (1);
u7 on empb7 (1);
u8 on empb8 (1);
u9 on empb9 (1);
u10 on empb10 (1);
u11 on empb11 (1);
u12 on empb12 (1);
u13 on empb13 (1);
Output:
Tech1;
Tech8;
*** WARNING in ANALYSIS command
Starting with Version 5, TYPE=MISSING is the default for all analyses.
To obtain listwise deletion, use LISTWISE=ON in the DATA command.
1 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS
app16
Recid5
Recidivism Example
Discrete time survival analysis in mixture modeling framework
Event is first arrest after prison release
Time scale is 4 week intervals, numbered 1 - 13
Hazard function is unstructured
Empb included with time-invariant effects
Time-invariant covariates finaid, age, race, wexp, mar, parole, priors,
and educ included with time-invariant effects
Two-class model with one class defined as long-term survivors
Class membership modeled as a function of
finaid, age, race, wexp, mar, parole, priors, and educ
VARIABLES:
u1-u13 = I(first arrest, months 1-13), censored=999
finaid = 1 if financial aid was provided, 0 if no aid (INTERVENTION)
age = age at release (in years)
race = 1 if black, 0 if white
wexp = 1 if prior work experience, 0 if no work experience
mar = 1 if married, 0 if unmarried
parole = 1 if paroled, 0 if not paroled
priors = number of prior arrests
educ = years of schooling
empb1-empb13 = I(one of more weeks of employment during interval)
tr1-tr2 = Training data for long-term survivor class
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 432
Number of dependent variables 13
Number of independent variables 21
Number of continuous latent variables 1
Number of categorical latent variables 1
Observed dependent variables
Binary and ordered categorical (ordinal)
U1 U2 U3 U4 U5 U6
U7 U8 U9 U10 U11 U12
U13
Observed independent variables
FINAID AGE RACE WEXP MAR PAROLE
PRIORS EDUC EMPB1 EMPB2 EMPB3 EMPB4
EMPB5 EMPB6 EMPB7 EMPB8 EMPB9 EMPB10
EMPB11 EMPB12 EMPB13
Continuous latent variables
F
Categorical latent variables
C
Variables with special functions
Training variables (membership)
TR1 TR2
Estimator MLR
Information matrix OBSERVED
Optimization Specifications for the Quasi-Newton Algorithm for
Continuous Outcomes
Maximum number of iterations 100
Convergence criterion 0.100D-04
Optimization Specifications for the EM Algorithm
Maximum number of iterations 5000
Convergence criteria
Loglikelihood change 0.100D-05
Relative loglikelihood change 0.100D-06
Derivative 0.100D-04
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
Maximum number of iterations for H1 2000
Convergence criterion for H1 0.100D-03
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)
recid.dat
Input data format FREE
SUMMARY OF DATA
Number of missing data patterns 13
Number of y missing data patterns 0
Number of u missing data patterns 13
COVARIANCE COVERAGE OF DATA
Minimum covariance coverage value 0.100
PROPORTION OF DATA PRESENT FOR U
Covariance Coverage
U1 U2 U3 U4 U5
________ ________ ________ ________ ________
U1 1.000
U2 0.991 0.991
U3 0.972 0.972 0.972
U4 0.956 0.956 0.956 0.956
U5 0.938 0.938 0.938 0.938 0.938
U6 0.907 0.907 0.907 0.907 0.907
U7 0.889 0.889 0.889 0.889 0.889
U8 0.866 0.866 0.866 0.866 0.866
U9 0.854 0.854 0.854 0.854 0.854
U10 0.829 0.829 0.829 0.829 0.829
U11 0.803 0.803 0.803 0.803 0.803
U12 0.785 0.785 0.785 0.785 0.785
U13 0.764 0.764 0.764 0.764 0.764
Covariance Coverage
U6 U7 U8 U9 U10
________ ________ ________ ________ ________
U6 0.907
U7 0.889 0.889
U8 0.866 0.866 0.866
U9 0.854 0.854 0.854 0.854
U10 0.829 0.829 0.829 0.829 0.829
U11 0.803 0.803 0.803 0.803 0.803
U12 0.785 0.785 0.785 0.785 0.785
U13 0.764 0.764 0.764 0.764 0.764
Covariance Coverage
U11 U12 U13
________ ________ ________
U11 0.803
U12 0.785 0.785
U13 0.764 0.764 0.764
UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES
U1
Category 1 0.991 428.000
Category 2 0.009 4.000
U2
Category 1 0.981 420.000
Category 2 0.019 8.000
U3
Category 1 0.983 413.000
Category 2 0.017 7.000
U4
Category 1 0.981 405.000
Category 2 0.019 8.000
U5
Category 1 0.968 392.000
Category 2 0.032 13.000
U6
Category 1 0.980 384.000
Category 2 0.020 8.000
U7
Category 1 0.974 374.000
Category 2 0.026 10.000
U8
Category 1 0.987 369.000
Category 2 0.013 5.000
U9
Category 1 0.970 358.000
Category 2 0.030 11.000
U10
Category 1 0.969 347.000
Category 2 0.031 11.000
U11
Category 1 0.977 339.000
Category 2 0.023 8.000
U12
Category 1 0.973 330.000
Category 2 0.027 9.000
U13
Category 1 0.964 318.000
Category 2 0.036 12.000
RANDOM STARTS RESULTS RANKED FROM THE BEST TO THE WORST LOGLIKELIHOOD VALUES
2 perturbed starting value run(s) did not converge in the initial stage
optimizations.
Final stage loglikelihood values at local maxima, seeds, and initial stage start numbers:
-489.771 unperturbed 0
-492.819 93468 3
WARNING: THE BEST LOGLIKELIHOOD VALUE WAS NOT REPLICATED. THE
SOLUTION MAY NOT BE TRUSTWORTHY DUE TO LOCAL MAXIMA. INCREASE THE
NUMBER OF RANDOM STARTS.
THE MODEL ESTIMATION TERMINATED NORMALLY
TESTS OF MODEL FIT
Loglikelihood
H0 Value -489.771
H0 Scaling Correction Factor 0.938
for MLR
Information Criteria
Number of Free Parameters 31
Akaike (AIC) 1041.541
Bayesian (BIC) 1167.662
Sample-Size Adjusted BIC 1069.286
(n* = (n + 2) / 24)
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THE ESTIMATED MODEL
Latent
Classes
1 66.46913 0.15386
2 365.53087 0.84614
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent
Classes
1 85.73856 0.19847
2 346.26144 0.80153
CLASSIFICATION QUALITY
Entropy 0.710
CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP
Class Counts and Proportions
Latent
Classes
1 81 0.18750
2 351 0.81250
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2
1 0.804 0.196
2 0.059 0.941
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
F BY
U1 1.000 0.000 999.000 999.000
U2 1.000 0.000 999.000 999.000
U3 1.000 0.000 999.000 999.000
U4 1.000 0.000 999.000 999.000
U5 1.000 0.000 999.000 999.000
U6 1.000 0.000 999.000 999.000
U7 1.000 0.000 999.000 999.000
U8 1.000 0.000 999.000 999.000
U9 1.000 0.000 999.000 999.000
U10 1.000 0.000 999.000 999.000
U11 1.000 0.000 999.000 999.000
U12 1.000 0.000 999.000 999.000
U13 1.000 0.000 999.000 999.000
F ON
FINAID 0.000 0.000 999.000 999.000
AGE 0.000 0.000 999.000 999.000
RACE 0.000 0.000 999.000 999.000
WEXP 0.000 0.000 999.000 999.000
MAR 0.000 0.000 999.000 999.000
PAROLE 0.000 0.000 999.000 999.000
PRIORS 0.000 0.000 999.000 999.000
EDUC 0.000 0.000 999.000 999.000
U1 ON
EMPB1 0.000 0.000 999.000 999.000
U2 ON
EMPB2 0.000 0.000 999.000 999.000
U3 ON
EMPB3 0.000 0.000 999.000 999.000
U4 ON
EMPB4 0.000 0.000 999.000 999.000
U5 ON
EMPB5 0.000 0.000 999.000 999.000
U6 ON
EMPB6 0.000 0.000 999.000 999.000
U7 ON
EMPB7 0.000 0.000 999.000 999.000
U8 ON
EMPB8 0.000 0.000 999.000 999.000
U9 ON
EMPB9 0.000 0.000 999.000 999.000
U10 ON
EMPB10 0.000 0.000 999.000 999.000
U11 ON
EMPB11 0.000 0.000 999.000 999.000
U12 ON
EMPB12 0.000 0.000 999.000 999.000
U13 ON
EMPB13 0.000 0.000 999.000 999.000
Intercepts
F 0.000 0.000 999.000 999.000
Thresholds
U1$1 15.000 0.000 999.000 999.000
U2$1 15.000 0.000 999.000 999.000
U3$1 15.000 0.000 999.000 999.000
U4$1 15.000 0.000 999.000 999.000
U5$1 15.000 0.000 999.000 999.000
U6$1 15.000 0.000 999.000 999.000
U7$1 15.000 0.000 999.000 999.000
U8$1 15.000 0.000 999.000 999.000
U9$1 15.000 0.000 999.000 999.000
U10$1 15.000 0.000 999.000 999.000
U11$1 15.000 0.000 999.000 999.000
U12$1 15.000 0.000 999.000 999.000
U13$1 15.000 0.000 999.000 999.000
Latent Class 2
F BY
U1 1.000 0.000 999.000 999.000
U2 1.000 0.000 999.000 999.000
U3 1.000 0.000 999.000 999.000
U4 1.000 0.000 999.000 999.000
U5 1.000 0.000 999.000 999.000
U6 1.000 0.000 999.000 999.000
U7 1.000 0.000 999.000 999.000
U8 1.000 0.000 999.000 999.000
U9 1.000 0.000 999.000 999.000
U10 1.000 0.000 999.000 999.000
U11 1.000 0.000 999.000 999.000
U12 1.000 0.000 999.000 999.000
U13 1.000 0.000 999.000 999.000
F ON
FINAID -0.823 0.266 -3.091 0.002
AGE -0.066 0.026 -2.566 0.010
RACE -0.032 0.343 -0.093 0.926
WEXP -0.522 0.335 -1.559 0.119
MAR -0.684 0.403 -1.698 0.090
PAROLE 0.322 0.304 1.060 0.289
PRIORS 0.041 0.035 1.163 0.245
EDUC 0.330 0.217 1.521 0.128
U1 ON
EMPB1 -1.525 0.269 -5.673 0.000
U2 ON
EMPB2 -1.525 0.269 -5.673 0.000
U3 ON
EMPB3 -1.525 0.269 -5.673 0.000
U4 ON
EMPB4 -1.525 0.269 -5.673 0.000
U5 ON
EMPB5 -1.525 0.269 -5.673 0.000
U6 ON
EMPB6 -1.525 0.269 -5.673 0.000
U7 ON
EMPB7 -1.525 0.269 -5.673 0.000
U8 ON
EMPB8 -1.525 0.269 -5.673 0.000
U9 ON
EMPB9 -1.525 0.269 -5.673 0.000
U10 ON
EMPB10 -1.525 0.269 -5.673 0.000
U11 ON
EMPB11 -1.525 0.269 -5.673 0.000
U12 ON
EMPB12 -1.525 0.269 -5.673 0.000
U13 ON
EMPB13 -1.525 0.269 -5.673 0.000
Intercepts
F 0.000 0.000 999.000 999.000
Thresholds
U1$1 3.185 1.097 2.904 0.004
U2$1 2.321 1.055 2.200 0.028
U3$1 2.393 1.059 2.259 0.024
U4$1 2.239 1.096 2.043 0.041
U5$1 1.671 1.089 1.534 0.125
U6$1 2.105 1.108 1.900 0.057
U7$1 1.823 1.113 1.637 0.102
U8$1 2.506 1.101 2.276 0.023
U9$1 1.669 1.121 1.490 0.136
U10$1 1.537 1.119 1.373 0.170
U11$1 1.797 1.175 1.530 0.126
U12$1 1.624 1.146 1.416 0.157
U13$1 0.307 1.151 0.267 0.790
Categorical Latent Variables
C#1 ON
FINAID -2.192 1.349 -1.625 0.104
AGE -0.151 0.066 -2.291 0.022
RACE -1.671 1.132 -1.476 0.140
WEXP -1.886 0.884 -2.134 0.033
MAR -2.817 1.469 -1.918 0.055
PAROLE 1.864 1.238 1.505 0.132
PRIORS -0.254 0.153 -1.661 0.097
EDUC 1.838 0.654 2.809 0.005
Intercepts
C#1 -1.826 1.681 -1.087 0.277
LOGISTIC REGRESSION ODDS RATIO RESULTS
Latent Class 1
U1 ON
EMPB1 1.000
U2 ON
EMPB2 1.000
U3 ON
EMPB3 1.000
U4 ON
EMPB4 1.000
U5 ON
EMPB5 1.000
U6 ON
EMPB6 1.000
U7 ON
EMPB7 1.000
U8 ON
EMPB8 1.000
U9 ON
EMPB9 1.000
U10 ON
EMPB10 1.000
U11 ON
EMPB11 1.000
U12 ON
EMPB12 1.000
U13 ON
EMPB13 1.000
Latent Class 2
U1 ON
EMPB1 0.218
U2 ON
EMPB2 0.218
U3 ON
EMPB3 0.218
U4 ON
EMPB4 0.218
U5 ON
EMPB5 0.218
U6 ON
EMPB6 0.218
U7 ON
EMPB7 0.218
U8 ON
EMPB8 0.218
U9 ON
EMPB9 0.218
U10 ON
EMPB10 0.218
U11 ON
EMPB11 0.218
U12 ON
EMPB12 0.218
U13 ON
EMPB13 0.218
Categorical Latent Variables
C#1 ON
FINAID 0.112
AGE 0.859
RACE 0.188
WEXP 0.152
MAR 0.060
PAROLE 6.448
PRIORS 0.775
EDUC 6.286
ALTERNATIVE PARAMETERIZATIONS FOR THE CATEGORICAL LATENT VARIABLE REGRESSION
Parameterization using Reference Class 1
C#2 ON
FINAID 2.192 1.349 1.625 0.104
AGE 0.151 0.066 2.291 0.022
RACE 1.671 1.132 1.476 0.140
WEXP 1.886 0.884 2.134 0.033
MAR 2.817 1.469 1.918 0.055
PAROLE -1.864 1.238 -1.505 0.132
PRIORS 0.254 0.153 1.661 0.097
EDUC -1.838 0.654 -2.809 0.005
Intercepts
C#2 1.826 1.681 1.087 0.277
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.502E-06
(ratio of smallest to largest eigenvalue)
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION FOR LATENT CLASS 1
NU
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
EMPB13
________
1 0
LAMBDA
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
FINAID 0 0 0 0 0
AGE 0 0 0 0 0
RACE 0 0 0 0 0
WEXP 0 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
LAMBDA
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
FINAID 0 0 0 0 0
AGE 0 0 0 0 0
RACE 0 0 0 0 0
WEXP 0 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
LAMBDA
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
FINAID 0 0 0 0 0
AGE 0 0 0 0 0
RACE 0 0 0 0 0
WEXP 0 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
LAMBDA
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
FINAID 0 0 0 0 0
AGE 0 0 0 0 0
RACE 0 0 0 0 0
WEXP 0 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
LAMBDA
EMPB13
________
FINAID 0
AGE 0
RACE 0
WEXP 0
MAR 0
PAROLE 0
PRIORS 0
EDUC 0
EMPB1 0
EMPB2 0
EMPB3 0
EMPB4 0
EMPB5 0
EMPB6 0
EMPB7 0
EMPB8 0
EMPB9 0
EMPB10 0
EMPB11 0
EMPB12 0
EMPB13 0
THETA
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
FINAID 0
AGE 0 0
RACE 0 0 0
WEXP 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
THETA
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
PAROLE 0
PRIORS 0 0
EDUC 0 0 0
EMPB1 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
THETA
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
EMPB3 0
EMPB4 0 0
EMPB5 0 0 0
EMPB6 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
THETA
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
EMPB8 0
EMPB9 0 0
EMPB10 0 0 0
EMPB11 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
THETA
EMPB13
________
EMPB13 0
ALPHA
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
1 0 0 0 0 0
ALPHA
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
1 0 0 0 0 0
ALPHA
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
1 0 0 0 0 0
ALPHA
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
1 0 0 0 0 0
ALPHA
EMPB13
________
1 0
BETA
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
FINAID 0 0 0 0 0
AGE 0 0 0 0 0
RACE 0 0 0 0 0
WEXP 0 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
BETA
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
FINAID 0 0 0 0 0
AGE 0 0 0 0 0
RACE 0 0 0 0 0
WEXP 0 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
BETA
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
FINAID 0 0 0 0 0
AGE 0 0 0 0 0
RACE 0 0 0 0 0
WEXP 0 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
BETA
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
FINAID 0 0 0 0 0
AGE 0 0 0 0 0
RACE 0 0 0 0 0
WEXP 0 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
BETA
EMPB13
________
FINAID 0
AGE 0
RACE 0
WEXP 0
MAR 0
PAROLE 0
PRIORS 0
EDUC 0
EMPB1 0
EMPB2 0
EMPB3 0
EMPB4 0
EMPB5 0
EMPB6 0
EMPB7 0
EMPB8 0
EMPB9 0
EMPB10 0
EMPB11 0
EMPB12 0
EMPB13 0
PSI
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
FINAID 0
AGE 0 0
RACE 0 0 0
WEXP 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
PSI
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
PAROLE 0
PRIORS 0 0
EDUC 0 0 0
EMPB1 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
PSI
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
EMPB3 0
EMPB4 0 0
EMPB5 0 0 0
EMPB6 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
PSI
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
EMPB8 0
EMPB9 0 0
EMPB10 0 0 0
EMPB11 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
PSI
EMPB13
________
EMPB13 0
PARAMETER SPECIFICATION FOR LATENT CLASS 2
NU
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
EMPB13
________
1 0
LAMBDA
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
FINAID 0 0 0 0 0
AGE 0 0 0 0 0
RACE 0 0 0 0 0
WEXP 0 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
LAMBDA
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
FINAID 0 0 0 0 0
AGE 0 0 0 0 0
RACE 0 0 0 0 0
WEXP 0 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
LAMBDA
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
FINAID 0 0 0 0 0
AGE 0 0 0 0 0
RACE 0 0 0 0 0
WEXP 0 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
LAMBDA
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
FINAID 0 0 0 0 0
AGE 0 0 0 0 0
RACE 0 0 0 0 0
WEXP 0 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
LAMBDA
EMPB13
________
FINAID 0
AGE 0
RACE 0
WEXP 0
MAR 0
PAROLE 0
PRIORS 0
EDUC 0
EMPB1 0
EMPB2 0
EMPB3 0
EMPB4 0
EMPB5 0
EMPB6 0
EMPB7 0
EMPB8 0
EMPB9 0
EMPB10 0
EMPB11 0
EMPB12 0
EMPB13 0
THETA
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
FINAID 0
AGE 0 0
RACE 0 0 0
WEXP 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
THETA
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
PAROLE 0
PRIORS 0 0
EDUC 0 0 0
EMPB1 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
THETA
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
EMPB3 0
EMPB4 0 0
EMPB5 0 0 0
EMPB6 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
THETA
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
EMPB8 0
EMPB9 0 0
EMPB10 0 0 0
EMPB11 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
THETA
EMPB13
________
EMPB13 0
ALPHA
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
1 0 0 0 0 0
ALPHA
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
1 0 0 0 0 0
ALPHA
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
1 0 0 0 0 0
ALPHA
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
1 0 0 0 0 0
ALPHA
EMPB13
________
1 0
BETA
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
FINAID 0 0 0 0 0
AGE 0 0 0 0 0
RACE 0 0 0 0 0
WEXP 0 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
BETA
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
FINAID 0 0 0 0 0
AGE 0 0 0 0 0
RACE 0 0 0 0 0
WEXP 0 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
BETA
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
FINAID 0 0 0 0 0
AGE 0 0 0 0 0
RACE 0 0 0 0 0
WEXP 0 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
BETA
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
FINAID 0 0 0 0 0
AGE 0 0 0 0 0
RACE 0 0 0 0 0
WEXP 0 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
BETA
EMPB13
________
FINAID 0
AGE 0
RACE 0
WEXP 0
MAR 0
PAROLE 0
PRIORS 0
EDUC 0
EMPB1 0
EMPB2 0
EMPB3 0
EMPB4 0
EMPB5 0
EMPB6 0
EMPB7 0
EMPB8 0
EMPB9 0
EMPB10 0
EMPB11 0
EMPB12 0
EMPB13 0
PSI
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
FINAID 0
AGE 0 0
RACE 0 0 0
WEXP 0 0 0 0
MAR 0 0 0 0 0
PAROLE 0 0 0 0 0
PRIORS 0 0 0 0 0
EDUC 0 0 0 0 0
EMPB1 0 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
PSI
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
PAROLE 0
PRIORS 0 0
EDUC 0 0 0
EMPB1 0 0 0 0
EMPB2 0 0 0 0 0
EMPB3 0 0 0 0 0
EMPB4 0 0 0 0 0
EMPB5 0 0 0 0 0
EMPB6 0 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
PSI
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
EMPB3 0
EMPB4 0 0
EMPB5 0 0 0
EMPB6 0 0 0 0
EMPB7 0 0 0 0 0
EMPB8 0 0 0 0 0
EMPB9 0 0 0 0 0
EMPB10 0 0 0 0 0
EMPB11 0 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
PSI
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
EMPB8 0
EMPB9 0 0
EMPB10 0 0 0
EMPB11 0 0 0 0
EMPB12 0 0 0 0 0
EMPB13 0 0 0 0 0
PSI
EMPB13
________
EMPB13 0
PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART
TAU(U) FOR LATENT CLASS 1
U1$1 U2$1 U3$1 U4$1 U5$1
________ ________ ________ ________ ________
1 0 0 0 0 0
TAU(U) FOR LATENT CLASS 1
U6$1 U7$1 U8$1 U9$1 U10$1
________ ________ ________ ________ ________
1 0 0 0 0 0
TAU(U) FOR LATENT CLASS 1
U11$1 U12$1 U13$1
________ ________ ________
1 0 0 0
TAU(U) FOR LATENT CLASS 2
U1$1 U2$1 U3$1 U4$1 U5$1
________ ________ ________ ________ ________
1 1 2 3 4 5
TAU(U) FOR LATENT CLASS 2
U6$1 U7$1 U8$1 U9$1 U10$1
________ ________ ________ ________ ________
1 6 7 8 9 10
TAU(U) FOR LATENT CLASS 2
U11$1 U12$1 U13$1
________ ________ ________
1 11 12 13
PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART
ALPHA(C)
C#1 C#2
________ ________
1 23 0
GAMMA(C)
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
C#1 24 25 26 27 28
C#2 0 0 0 0 0
GAMMA(C)
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
C#1 29 30 31 0 0
C#2 0 0 0 0 0
GAMMA(C)
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
C#1 0 0 0 0 0
C#2 0 0 0 0 0
GAMMA(C)
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
C#1 0 0 0 0 0
C#2 0 0 0 0 0
GAMMA(C)
EMPB13
________
C#1 0
C#2 0
PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR GROWTH MODEL PART
LAMBDA(F) FOR LATENT CLASS 1
F U1 U2 U3 U4
________ ________ ________ ________ ________
U1 0 0 0 0 0
U2 0 0 0 0 0
U3 0 0 0 0 0
U4 0 0 0 0 0
U5 0 0 0 0 0
U6 0 0 0 0 0
U7 0 0 0 0 0
U8 0 0 0 0 0
U9 0 0 0 0 0
U10 0 0 0 0 0
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
LAMBDA(F) FOR LATENT CLASS 1
U5 U6 U7 U8 U9
________ ________ ________ ________ ________
U1 0 0 0 0 0
U2 0 0 0 0 0
U3 0 0 0 0 0
U4 0 0 0 0 0
U5 0 0 0 0 0
U6 0 0 0 0 0
U7 0 0 0 0 0
U8 0 0 0 0 0
U9 0 0 0 0 0
U10 0 0 0 0 0
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
LAMBDA(F) FOR LATENT CLASS 1
U10 U11 U12 U13
________ ________ ________ ________
U1 0 0 0 0
U2 0 0 0 0
U3 0 0 0 0
U4 0 0 0 0
U5 0 0 0 0
U6 0 0 0 0
U7 0 0 0 0
U8 0 0 0 0
U9 0 0 0 0
U10 0 0 0 0
U11 0 0 0 0
U12 0 0 0 0
U13 0 0 0 0
ALPHA(F) FOR LATENT CLASS 1
F U1 U2 U3 U4
________ ________ ________ ________ ________
1 0 0 0 0 0
ALPHA(F) FOR LATENT CLASS 1
U5 U6 U7 U8 U9
________ ________ ________ ________ ________
1 0 0 0 0 0
ALPHA(F) FOR LATENT CLASS 1
U10 U11 U12 U13
________ ________ ________ ________
1 0 0 0 0
GAMMA(F) FOR LATENT CLASS 1
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
F 0 0 0 0 0
U1 0 0 0 0 0
U2 0 0 0 0 0
U3 0 0 0 0 0
U4 0 0 0 0 0
U5 0 0 0 0 0
U6 0 0 0 0 0
U7 0 0 0 0 0
U8 0 0 0 0 0
U9 0 0 0 0 0
U10 0 0 0 0 0
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
GAMMA(F) FOR LATENT CLASS 1
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
F 0 0 0 0 0
U1 0 0 0 0 0
U2 0 0 0 0 0
U3 0 0 0 0 0
U4 0 0 0 0 0
U5 0 0 0 0 0
U6 0 0 0 0 0
U7 0 0 0 0 0
U8 0 0 0 0 0
U9 0 0 0 0 0
U10 0 0 0 0 0
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
GAMMA(F) FOR LATENT CLASS 1
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
F 0 0 0 0 0
U1 0 0 0 0 0
U2 0 0 0 0 0
U3 0 0 0 0 0
U4 0 0 0 0 0
U5 0 0 0 0 0
U6 0 0 0 0 0
U7 0 0 0 0 0
U8 0 0 0 0 0
U9 0 0 0 0 0
U10 0 0 0 0 0
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
GAMMA(F) FOR LATENT CLASS 1
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
F 0 0 0 0 0
U1 0 0 0 0 0
U2 0 0 0 0 0
U3 0 0 0 0 0
U4 0 0 0 0 0
U5 0 0 0 0 0
U6 0 0 0 0 0
U7 0 0 0 0 0
U8 0 0 0 0 0
U9 0 0 0 0 0
U10 0 0 0 0 0
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
GAMMA(F) FOR LATENT CLASS 1
EMPB13
________
F 0
U1 0
U2 0
U3 0
U4 0
U5 0
U6 0
U7 0
U8 0
U9 0
U10 0
U11 0
U12 0
U13 0
LAMBDA(F) FOR LATENT CLASS 2
F U1 U2 U3 U4
________ ________ ________ ________ ________
U1 0 0 0 0 0
U2 0 0 0 0 0
U3 0 0 0 0 0
U4 0 0 0 0 0
U5 0 0 0 0 0
U6 0 0 0 0 0
U7 0 0 0 0 0
U8 0 0 0 0 0
U9 0 0 0 0 0
U10 0 0 0 0 0
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
LAMBDA(F) FOR LATENT CLASS 2
U5 U6 U7 U8 U9
________ ________ ________ ________ ________
U1 0 0 0 0 0
U2 0 0 0 0 0
U3 0 0 0 0 0
U4 0 0 0 0 0
U5 0 0 0 0 0
U6 0 0 0 0 0
U7 0 0 0 0 0
U8 0 0 0 0 0
U9 0 0 0 0 0
U10 0 0 0 0 0
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
LAMBDA(F) FOR LATENT CLASS 2
U10 U11 U12 U13
________ ________ ________ ________
U1 0 0 0 0
U2 0 0 0 0
U3 0 0 0 0
U4 0 0 0 0
U5 0 0 0 0
U6 0 0 0 0
U7 0 0 0 0
U8 0 0 0 0
U9 0 0 0 0
U10 0 0 0 0
U11 0 0 0 0
U12 0 0 0 0
U13 0 0 0 0
ALPHA(F) FOR LATENT CLASS 2
F U1 U2 U3 U4
________ ________ ________ ________ ________
1 0 0 0 0 0
ALPHA(F) FOR LATENT CLASS 2
U5 U6 U7 U8 U9
________ ________ ________ ________ ________
1 0 0 0 0 0
ALPHA(F) FOR LATENT CLASS 2
U10 U11 U12 U13
________ ________ ________ ________
1 0 0 0 0
GAMMA(F) FOR LATENT CLASS 2
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
F 14 15 16 17 18
U1 0 0 0 0 0
U2 0 0 0 0 0
U3 0 0 0 0 0
U4 0 0 0 0 0
U5 0 0 0 0 0
U6 0 0 0 0 0
U7 0 0 0 0 0
U8 0 0 0 0 0
U9 0 0 0 0 0
U10 0 0 0 0 0
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
GAMMA(F) FOR LATENT CLASS 2
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
F 19 20 21 0 0
U1 0 0 0 22 0
U2 0 0 0 0 22
U3 0 0 0 0 0
U4 0 0 0 0 0
U5 0 0 0 0 0
U6 0 0 0 0 0
U7 0 0 0 0 0
U8 0 0 0 0 0
U9 0 0 0 0 0
U10 0 0 0 0 0
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
GAMMA(F) FOR LATENT CLASS 2
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
F 0 0 0 0 0
U1 0 0 0 0 0
U2 0 0 0 0 0
U3 22 0 0 0 0
U4 0 22 0 0 0
U5 0 0 22 0 0
U6 0 0 0 22 0
U7 0 0 0 0 22
U8 0 0 0 0 0
U9 0 0 0 0 0
U10 0 0 0 0 0
U11 0 0 0 0 0
U12 0 0 0 0 0
U13 0 0 0 0 0
GAMMA(F) FOR LATENT CLASS 2
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
F 0 0 0 0 0
U1 0 0 0 0 0
U2 0 0 0 0 0
U3 0 0 0 0 0
U4 0 0 0 0 0
U5 0 0 0 0 0
U6 0 0 0 0 0
U7 0 0 0 0 0
U8 22 0 0 0 0
U9 0 22 0 0 0
U10 0 0 22 0 0
U11 0 0 0 22 0
U12 0 0 0 0 22
U13 0 0 0 0 0
GAMMA(F) FOR LATENT CLASS 2
EMPB13
________
F 0
U1 0
U2 0
U3 0
U4 0
U5 0
U6 0
U7 0
U8 0
U9 0
U10 0
U11 0
U12 0
U13 22
STARTING VALUES FOR LATENT CLASS 1
NU
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
EMPB13
________
1 0.000
LAMBDA
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
FINAID 1.000 0.000 0.000 0.000 0.000
AGE 0.000 1.000 0.000 0.000 0.000
RACE 0.000 0.000 1.000 0.000 0.000
WEXP 0.000 0.000 0.000 1.000 0.000
MAR 0.000 0.000 0.000 0.000 1.000
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
LAMBDA
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
FINAID 0.000 0.000 0.000 0.000 0.000
AGE 0.000 0.000 0.000 0.000 0.000
RACE 0.000 0.000 0.000 0.000 0.000
WEXP 0.000 0.000 0.000 0.000 0.000
MAR 0.000 0.000 0.000 0.000 0.000
PAROLE 1.000 0.000 0.000 0.000 0.000
PRIORS 0.000 1.000 0.000 0.000 0.000
EDUC 0.000 0.000 1.000 0.000 0.000
EMPB1 0.000 0.000 0.000 1.000 0.000
EMPB2 0.000 0.000 0.000 0.000 1.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
LAMBDA
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
FINAID 0.000 0.000 0.000 0.000 0.000
AGE 0.000 0.000 0.000 0.000 0.000
RACE 0.000 0.000 0.000 0.000 0.000
WEXP 0.000 0.000 0.000 0.000 0.000
MAR 0.000 0.000 0.000 0.000 0.000
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 1.000 0.000 0.000 0.000 0.000
EMPB4 0.000 1.000 0.000 0.000 0.000
EMPB5 0.000 0.000 1.000 0.000 0.000
EMPB6 0.000 0.000 0.000 1.000 0.000
EMPB7 0.000 0.000 0.000 0.000 1.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
LAMBDA
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
FINAID 0.000 0.000 0.000 0.000 0.000
AGE 0.000 0.000 0.000 0.000 0.000
RACE 0.000 0.000 0.000 0.000 0.000
WEXP 0.000 0.000 0.000 0.000 0.000
MAR 0.000 0.000 0.000 0.000 0.000
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 1.000 0.000 0.000 0.000 0.000
EMPB9 0.000 1.000 0.000 0.000 0.000
EMPB10 0.000 0.000 1.000 0.000 0.000
EMPB11 0.000 0.000 0.000 1.000 0.000
EMPB12 0.000 0.000 0.000 0.000 1.000
EMPB13 0.000 0.000 0.000 0.000 0.000
LAMBDA
EMPB13
________
FINAID 0.000
AGE 0.000
RACE 0.000
WEXP 0.000
MAR 0.000
PAROLE 0.000
PRIORS 0.000
EDUC 0.000
EMPB1 0.000
EMPB2 0.000
EMPB3 0.000
EMPB4 0.000
EMPB5 0.000
EMPB6 0.000
EMPB7 0.000
EMPB8 0.000
EMPB9 0.000
EMPB10 0.000
EMPB11 0.000
EMPB12 0.000
EMPB13 1.000
THETA
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
FINAID 0.000
AGE 0.000 0.000
RACE 0.000 0.000 0.000
WEXP 0.000 0.000 0.000 0.000
MAR 0.000 0.000 0.000 0.000 0.000
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
THETA
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
PAROLE 0.000
PRIORS 0.000 0.000
EDUC 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
THETA
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
EMPB3 0.000
EMPB4 0.000 0.000
EMPB5 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
THETA
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
EMPB8 0.000
EMPB9 0.000 0.000
EMPB10 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
THETA
EMPB13
________
EMPB13 0.000
ALPHA
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
ALPHA
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
ALPHA
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
ALPHA
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
ALPHA
EMPB13
________
1 0.000
BETA
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
FINAID 0.000 0.000 0.000 0.000 0.000
AGE 0.000 0.000 0.000 0.000 0.000
RACE 0.000 0.000 0.000 0.000 0.000
WEXP 0.000 0.000 0.000 0.000 0.000
MAR 0.000 0.000 0.000 0.000 0.000
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
BETA
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
FINAID 0.000 0.000 0.000 0.000 0.000
AGE 0.000 0.000 0.000 0.000 0.000
RACE 0.000 0.000 0.000 0.000 0.000
WEXP 0.000 0.000 0.000 0.000 0.000
MAR 0.000 0.000 0.000 0.000 0.000
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
BETA
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
FINAID 0.000 0.000 0.000 0.000 0.000
AGE 0.000 0.000 0.000 0.000 0.000
RACE 0.000 0.000 0.000 0.000 0.000
WEXP 0.000 0.000 0.000 0.000 0.000
MAR 0.000 0.000 0.000 0.000 0.000
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
BETA
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
FINAID 0.000 0.000 0.000 0.000 0.000
AGE 0.000 0.000 0.000 0.000 0.000
RACE 0.000 0.000 0.000 0.000 0.000
WEXP 0.000 0.000 0.000 0.000 0.000
MAR 0.000 0.000 0.000 0.000 0.000
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
BETA
EMPB13
________
FINAID 0.000
AGE 0.000
RACE 0.000
WEXP 0.000
MAR 0.000
PAROLE 0.000
PRIORS 0.000
EDUC 0.000
EMPB1 0.000
EMPB2 0.000
EMPB3 0.000
EMPB4 0.000
EMPB5 0.000
EMPB6 0.000
EMPB7 0.000
EMPB8 0.000
EMPB9 0.000
EMPB10 0.000
EMPB11 0.000
EMPB12 0.000
EMPB13 0.000
PSI
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
FINAID 0.125
AGE 0.000 18.687
RACE 0.000 0.000 0.054
WEXP 0.000 0.000 0.000 0.123
MAR 0.000 0.000 0.000 0.000 0.054
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
PSI
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
PAROLE 0.118
PRIORS 0.000 4.194
EDUC 0.000 0.000 0.348
EMPB1 0.000 0.000 0.000 0.124
EMPB2 0.000 0.000 0.000 0.000 0.134
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
PSI
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
EMPB3 0.153
EMPB4 0.000 0.169
EMPB5 0.000 0.000 0.187
EMPB6 0.000 0.000 0.000 0.214
EMPB7 0.000 0.000 0.000 0.000 0.232
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
PSI
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
EMPB8 0.247
EMPB9 0.000 0.253
EMPB10 0.000 0.000 0.275
EMPB11 0.000 0.000 0.000 0.290
EMPB12 0.000 0.000 0.000 0.000 0.302
EMPB13 0.000 0.000 0.000 0.000 0.000
PSI
EMPB13
________
EMPB13 0.362
STARTING VALUES FOR LATENT CLASS 2
NU
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
EMPB13
________
1 0.000
LAMBDA
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
FINAID 1.000 0.000 0.000 0.000 0.000
AGE 0.000 1.000 0.000 0.000 0.000
RACE 0.000 0.000 1.000 0.000 0.000
WEXP 0.000 0.000 0.000 1.000 0.000
MAR 0.000 0.000 0.000 0.000 1.000
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
LAMBDA
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
FINAID 0.000 0.000 0.000 0.000 0.000
AGE 0.000 0.000 0.000 0.000 0.000
RACE 0.000 0.000 0.000 0.000 0.000
WEXP 0.000 0.000 0.000 0.000 0.000
MAR 0.000 0.000 0.000 0.000 0.000
PAROLE 1.000 0.000 0.000 0.000 0.000
PRIORS 0.000 1.000 0.000 0.000 0.000
EDUC 0.000 0.000 1.000 0.000 0.000
EMPB1 0.000 0.000 0.000 1.000 0.000
EMPB2 0.000 0.000 0.000 0.000 1.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
LAMBDA
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
FINAID 0.000 0.000 0.000 0.000 0.000
AGE 0.000 0.000 0.000 0.000 0.000
RACE 0.000 0.000 0.000 0.000 0.000
WEXP 0.000 0.000 0.000 0.000 0.000
MAR 0.000 0.000 0.000 0.000 0.000
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 1.000 0.000 0.000 0.000 0.000
EMPB4 0.000 1.000 0.000 0.000 0.000
EMPB5 0.000 0.000 1.000 0.000 0.000
EMPB6 0.000 0.000 0.000 1.000 0.000
EMPB7 0.000 0.000 0.000 0.000 1.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
LAMBDA
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
FINAID 0.000 0.000 0.000 0.000 0.000
AGE 0.000 0.000 0.000 0.000 0.000
RACE 0.000 0.000 0.000 0.000 0.000
WEXP 0.000 0.000 0.000 0.000 0.000
MAR 0.000 0.000 0.000 0.000 0.000
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 1.000 0.000 0.000 0.000 0.000
EMPB9 0.000 1.000 0.000 0.000 0.000
EMPB10 0.000 0.000 1.000 0.000 0.000
EMPB11 0.000 0.000 0.000 1.000 0.000
EMPB12 0.000 0.000 0.000 0.000 1.000
EMPB13 0.000 0.000 0.000 0.000 0.000
LAMBDA
EMPB13
________
FINAID 0.000
AGE 0.000
RACE 0.000
WEXP 0.000
MAR 0.000
PAROLE 0.000
PRIORS 0.000
EDUC 0.000
EMPB1 0.000
EMPB2 0.000
EMPB3 0.000
EMPB4 0.000
EMPB5 0.000
EMPB6 0.000
EMPB7 0.000
EMPB8 0.000
EMPB9 0.000
EMPB10 0.000
EMPB11 0.000
EMPB12 0.000
EMPB13 1.000
THETA
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
FINAID 0.000
AGE 0.000 0.000
RACE 0.000 0.000 0.000
WEXP 0.000 0.000 0.000 0.000
MAR 0.000 0.000 0.000 0.000 0.000
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
THETA
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
PAROLE 0.000
PRIORS 0.000 0.000
EDUC 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
THETA
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
EMPB3 0.000
EMPB4 0.000 0.000
EMPB5 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
THETA
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
EMPB8 0.000
EMPB9 0.000 0.000
EMPB10 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
THETA
EMPB13
________
EMPB13 0.000
ALPHA
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
ALPHA
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
ALPHA
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
ALPHA
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
ALPHA
EMPB13
________
1 0.000
BETA
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
FINAID 0.000 0.000 0.000 0.000 0.000
AGE 0.000 0.000 0.000 0.000 0.000
RACE 0.000 0.000 0.000 0.000 0.000
WEXP 0.000 0.000 0.000 0.000 0.000
MAR 0.000 0.000 0.000 0.000 0.000
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
BETA
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
FINAID 0.000 0.000 0.000 0.000 0.000
AGE 0.000 0.000 0.000 0.000 0.000
RACE 0.000 0.000 0.000 0.000 0.000
WEXP 0.000 0.000 0.000 0.000 0.000
MAR 0.000 0.000 0.000 0.000 0.000
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
BETA
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
FINAID 0.000 0.000 0.000 0.000 0.000
AGE 0.000 0.000 0.000 0.000 0.000
RACE 0.000 0.000 0.000 0.000 0.000
WEXP 0.000 0.000 0.000 0.000 0.000
MAR 0.000 0.000 0.000 0.000 0.000
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
BETA
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
FINAID 0.000 0.000 0.000 0.000 0.000
AGE 0.000 0.000 0.000 0.000 0.000
RACE 0.000 0.000 0.000 0.000 0.000
WEXP 0.000 0.000 0.000 0.000 0.000
MAR 0.000 0.000 0.000 0.000 0.000
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
BETA
EMPB13
________
FINAID 0.000
AGE 0.000
RACE 0.000
WEXP 0.000
MAR 0.000
PAROLE 0.000
PRIORS 0.000
EDUC 0.000
EMPB1 0.000
EMPB2 0.000
EMPB3 0.000
EMPB4 0.000
EMPB5 0.000
EMPB6 0.000
EMPB7 0.000
EMPB8 0.000
EMPB9 0.000
EMPB10 0.000
EMPB11 0.000
EMPB12 0.000
EMPB13 0.000
PSI
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
FINAID 0.125
AGE 0.000 18.687
RACE 0.000 0.000 0.054
WEXP 0.000 0.000 0.000 0.123
MAR 0.000 0.000 0.000 0.000 0.054
PAROLE 0.000 0.000 0.000 0.000 0.000
PRIORS 0.000 0.000 0.000 0.000 0.000
EDUC 0.000 0.000 0.000 0.000 0.000
EMPB1 0.000 0.000 0.000 0.000 0.000
EMPB2 0.000 0.000 0.000 0.000 0.000
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
PSI
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
PAROLE 0.118
PRIORS 0.000 4.194
EDUC 0.000 0.000 0.348
EMPB1 0.000 0.000 0.000 0.124
EMPB2 0.000 0.000 0.000 0.000 0.134
EMPB3 0.000 0.000 0.000 0.000 0.000
EMPB4 0.000 0.000 0.000 0.000 0.000
EMPB5 0.000 0.000 0.000 0.000 0.000
EMPB6 0.000 0.000 0.000 0.000 0.000
EMPB7 0.000 0.000 0.000 0.000 0.000
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
PSI
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
EMPB3 0.153
EMPB4 0.000 0.169
EMPB5 0.000 0.000 0.187
EMPB6 0.000 0.000 0.000 0.214
EMPB7 0.000 0.000 0.000 0.000 0.232
EMPB8 0.000 0.000 0.000 0.000 0.000
EMPB9 0.000 0.000 0.000 0.000 0.000
EMPB10 0.000 0.000 0.000 0.000 0.000
EMPB11 0.000 0.000 0.000 0.000 0.000
EMPB12 0.000 0.000 0.000 0.000 0.000
EMPB13 0.000 0.000 0.000 0.000 0.000
PSI
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
EMPB8 0.247
EMPB9 0.000 0.253
EMPB10 0.000 0.000 0.275
EMPB11 0.000 0.000 0.000 0.290
EMPB12 0.000 0.000 0.000 0.000 0.302
EMPB13 0.000 0.000 0.000 0.000 0.000
PSI
EMPB13
________
EMPB13 0.362
STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART
TAU(U) FOR LATENT CLASS 1
U1$1 U2$1 U3$1 U4$1 U5$1
________ ________ ________ ________ ________
1 15.000 15.000 15.000 15.000 15.000
TAU(U) FOR LATENT CLASS 1
U6$1 U7$1 U8$1 U9$1 U10$1
________ ________ ________ ________ ________
1 15.000 15.000 15.000 15.000 15.000
TAU(U) FOR LATENT CLASS 1
U11$1 U12$1 U13$1
________ ________ ________
1 15.000 15.000 15.000
TAU(U) FOR LATENT CLASS 2
U1$1 U2$1 U3$1 U4$1 U5$1
________ ________ ________ ________ ________
1 2.800 2.000 2.100 1.900 1.400
TAU(U) FOR LATENT CLASS 2
U6$1 U7$1 U8$1 U9$1 U10$1
________ ________ ________ ________ ________
1 1.800 1.500 2.200 1.400 1.300
TAU(U) FOR LATENT CLASS 2
U11$1 U12$1 U13$1
________ ________ ________
1 1.600 1.400 0.100
STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART
ALPHA(C)
C#1 C#2
________ ________
1 0.000 0.000
GAMMA(C)
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
C#1 0.000 0.000 0.000 0.000 0.000
C#2 0.000 0.000 0.000 0.000 0.000
GAMMA(C)
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
C#1 0.000 0.000 0.000 0.000 0.000
C#2 0.000 0.000 0.000 0.000 0.000
GAMMA(C)
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
C#1 0.000 0.000 0.000 0.000 0.000
C#2 0.000 0.000 0.000 0.000 0.000
GAMMA(C)
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
C#1 0.000 0.000 0.000 0.000 0.000
C#2 0.000 0.000 0.000 0.000 0.000
GAMMA(C)
EMPB13
________
C#1 0.000
C#2 0.000
STARTING VALUES FOR LATENT CLASS INDICATOR GROWTH MODEL PART
LAMBDA(F) FOR CLASS LATENT CLASS 1
F U1 U2 U3 U4
________ ________ ________ ________ ________
U1 1.000 1.000 0.000 0.000 0.000
U2 1.000 0.000 1.000 0.000 0.000
U3 1.000 0.000 0.000 1.000 0.000
U4 1.000 0.000 0.000 0.000 1.000
U5 1.000 0.000 0.000 0.000 0.000
U6 1.000 0.000 0.000 0.000 0.000
U7 1.000 0.000 0.000 0.000 0.000
U8 1.000 0.000 0.000 0.000 0.000
U9 1.000 0.000 0.000 0.000 0.000
U10 1.000 0.000 0.000 0.000 0.000
U11 1.000 0.000 0.000 0.000 0.000
U12 1.000 0.000 0.000 0.000 0.000
U13 1.000 0.000 0.000 0.000 0.000
LAMBDA(F) FOR CLASS LATENT CLASS 1
U5 U6 U7 U8 U9
________ ________ ________ ________ ________
U1 0.000 0.000 0.000 0.000 0.000
U2 0.000 0.000 0.000 0.000 0.000
U3 0.000 0.000 0.000 0.000 0.000
U4 0.000 0.000 0.000 0.000 0.000
U5 1.000 0.000 0.000 0.000 0.000
U6 0.000 1.000 0.000 0.000 0.000
U7 0.000 0.000 1.000 0.000 0.000
U8 0.000 0.000 0.000 1.000 0.000
U9 0.000 0.000 0.000 0.000 1.000
U10 0.000 0.000 0.000 0.000 0.000
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
LAMBDA(F) FOR CLASS LATENT CLASS 1
U10 U11 U12 U13
________ ________ ________ ________
U1 0.000 0.000 0.000 0.000
U2 0.000 0.000 0.000 0.000
U3 0.000 0.000 0.000 0.000
U4 0.000 0.000 0.000 0.000
U5 0.000 0.000 0.000 0.000
U6 0.000 0.000 0.000 0.000
U7 0.000 0.000 0.000 0.000
U8 0.000 0.000 0.000 0.000
U9 0.000 0.000 0.000 0.000
U10 1.000 0.000 0.000 0.000
U11 0.000 1.000 0.000 0.000
U12 0.000 0.000 1.000 0.000
U13 0.000 0.000 0.000 1.000
ALPHA(F) FOR LATENT CLASS 1
F U1 U2 U3 U4
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
ALPHA(F) FOR LATENT CLASS 1
U5 U6 U7 U8 U9
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
ALPHA(F) FOR LATENT CLASS 1
U10 U11 U12 U13
________ ________ ________ ________
1 0.000 0.000 0.000 0.000
GAMMA(F) FOR LATENT CLASS 1
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
F 0.000 0.000 0.000 0.000 0.000
U1 0.000 0.000 0.000 0.000 0.000
U2 0.000 0.000 0.000 0.000 0.000
U3 0.000 0.000 0.000 0.000 0.000
U4 0.000 0.000 0.000 0.000 0.000
U5 0.000 0.000 0.000 0.000 0.000
U6 0.000 0.000 0.000 0.000 0.000
U7 0.000 0.000 0.000 0.000 0.000
U8 0.000 0.000 0.000 0.000 0.000
U9 0.000 0.000 0.000 0.000 0.000
U10 0.000 0.000 0.000 0.000 0.000
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
GAMMA(F) FOR LATENT CLASS 1
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
F 0.000 0.000 0.000 0.000 0.000
U1 0.000 0.000 0.000 0.000 0.000
U2 0.000 0.000 0.000 0.000 0.000
U3 0.000 0.000 0.000 0.000 0.000
U4 0.000 0.000 0.000 0.000 0.000
U5 0.000 0.000 0.000 0.000 0.000
U6 0.000 0.000 0.000 0.000 0.000
U7 0.000 0.000 0.000 0.000 0.000
U8 0.000 0.000 0.000 0.000 0.000
U9 0.000 0.000 0.000 0.000 0.000
U10 0.000 0.000 0.000 0.000 0.000
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
GAMMA(F) FOR LATENT CLASS 1
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
F 0.000 0.000 0.000 0.000 0.000
U1 0.000 0.000 0.000 0.000 0.000
U2 0.000 0.000 0.000 0.000 0.000
U3 0.000 0.000 0.000 0.000 0.000
U4 0.000 0.000 0.000 0.000 0.000
U5 0.000 0.000 0.000 0.000 0.000
U6 0.000 0.000 0.000 0.000 0.000
U7 0.000 0.000 0.000 0.000 0.000
U8 0.000 0.000 0.000 0.000 0.000
U9 0.000 0.000 0.000 0.000 0.000
U10 0.000 0.000 0.000 0.000 0.000
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
GAMMA(F) FOR LATENT CLASS 1
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
F 0.000 0.000 0.000 0.000 0.000
U1 0.000 0.000 0.000 0.000 0.000
U2 0.000 0.000 0.000 0.000 0.000
U3 0.000 0.000 0.000 0.000 0.000
U4 0.000 0.000 0.000 0.000 0.000
U5 0.000 0.000 0.000 0.000 0.000
U6 0.000 0.000 0.000 0.000 0.000
U7 0.000 0.000 0.000 0.000 0.000
U8 0.000 0.000 0.000 0.000 0.000
U9 0.000 0.000 0.000 0.000 0.000
U10 0.000 0.000 0.000 0.000 0.000
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
GAMMA(F) FOR LATENT CLASS 1
EMPB13
________
F 0.000
U1 0.000
U2 0.000
U3 0.000
U4 0.000
U5 0.000
U6 0.000
U7 0.000
U8 0.000
U9 0.000
U10 0.000
U11 0.000
U12 0.000
U13 0.000
LAMBDA(F) FOR CLASS LATENT CLASS 2
F U1 U2 U3 U4
________ ________ ________ ________ ________
U1 1.000 1.000 0.000 0.000 0.000
U2 1.000 0.000 1.000 0.000 0.000
U3 1.000 0.000 0.000 1.000 0.000
U4 1.000 0.000 0.000 0.000 1.000
U5 1.000 0.000 0.000 0.000 0.000
U6 1.000 0.000 0.000 0.000 0.000
U7 1.000 0.000 0.000 0.000 0.000
U8 1.000 0.000 0.000 0.000 0.000
U9 1.000 0.000 0.000 0.000 0.000
U10 1.000 0.000 0.000 0.000 0.000
U11 1.000 0.000 0.000 0.000 0.000
U12 1.000 0.000 0.000 0.000 0.000
U13 1.000 0.000 0.000 0.000 0.000
LAMBDA(F) FOR CLASS LATENT CLASS 2
U5 U6 U7 U8 U9
________ ________ ________ ________ ________
U1 0.000 0.000 0.000 0.000 0.000
U2 0.000 0.000 0.000 0.000 0.000
U3 0.000 0.000 0.000 0.000 0.000
U4 0.000 0.000 0.000 0.000 0.000
U5 1.000 0.000 0.000 0.000 0.000
U6 0.000 1.000 0.000 0.000 0.000
U7 0.000 0.000 1.000 0.000 0.000
U8 0.000 0.000 0.000 1.000 0.000
U9 0.000 0.000 0.000 0.000 1.000
U10 0.000 0.000 0.000 0.000 0.000
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
LAMBDA(F) FOR CLASS LATENT CLASS 2
U10 U11 U12 U13
________ ________ ________ ________
U1 0.000 0.000 0.000 0.000
U2 0.000 0.000 0.000 0.000
U3 0.000 0.000 0.000 0.000
U4 0.000 0.000 0.000 0.000
U5 0.000 0.000 0.000 0.000
U6 0.000 0.000 0.000 0.000
U7 0.000 0.000 0.000 0.000
U8 0.000 0.000 0.000 0.000
U9 0.000 0.000 0.000 0.000
U10 1.000 0.000 0.000 0.000
U11 0.000 1.000 0.000 0.000
U12 0.000 0.000 1.000 0.000
U13 0.000 0.000 0.000 1.000
ALPHA(F) FOR LATENT CLASS 2
F U1 U2 U3 U4
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
ALPHA(F) FOR LATENT CLASS 2
U5 U6 U7 U8 U9
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
ALPHA(F) FOR LATENT CLASS 2
U10 U11 U12 U13
________ ________ ________ ________
1 0.000 0.000 0.000 0.000
GAMMA(F) FOR LATENT CLASS 2
FINAID AGE RACE WEXP MAR
________ ________ ________ ________ ________
F -0.300 -0.100 0.400 0.010 -0.300
U1 0.000 0.000 0.000 0.000 0.000
U2 0.000 0.000 0.000 0.000 0.000
U3 0.000 0.000 0.000 0.000 0.000
U4 0.000 0.000 0.000 0.000 0.000
U5 0.000 0.000 0.000 0.000 0.000
U6 0.000 0.000 0.000 0.000 0.000
U7 0.000 0.000 0.000 0.000 0.000
U8 0.000 0.000 0.000 0.000 0.000
U9 0.000 0.000 0.000 0.000 0.000
U10 0.000 0.000 0.000 0.000 0.000
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
GAMMA(F) FOR LATENT CLASS 2
PAROLE PRIORS EDUC EMPB1 EMPB2
________ ________ ________ ________ ________
F -0.060 0.100 -0.200 0.000 0.000
U1 0.000 0.000 0.000 -1.500 0.000
U2 0.000 0.000 0.000 0.000 0.000
U3 0.000 0.000 0.000 0.000 0.000
U4 0.000 0.000 0.000 0.000 0.000
U5 0.000 0.000 0.000 0.000 0.000
U6 0.000 0.000 0.000 0.000 0.000
U7 0.000 0.000 0.000 0.000 0.000
U8 0.000 0.000 0.000 0.000 0.000
U9 0.000 0.000 0.000 0.000 0.000
U10 0.000 0.000 0.000 0.000 0.000
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
GAMMA(F) FOR LATENT CLASS 2
EMPB3 EMPB4 EMPB5 EMPB6 EMPB7
________ ________ ________ ________ ________
F 0.000 0.000 0.000 0.000 0.000
U1 0.000 0.000 0.000 0.000 0.000
U2 0.000 0.000 0.000 0.000 0.000
U3 0.000 0.000 0.000 0.000 0.000
U4 0.000 0.000 0.000 0.000 0.000
U5 0.000 0.000 0.000 0.000 0.000
U6 0.000 0.000 0.000 0.000 0.000
U7 0.000 0.000 0.000 0.000 0.000
U8 0.000 0.000 0.000 0.000 0.000
U9 0.000 0.000 0.000 0.000 0.000
U10 0.000 0.000 0.000 0.000 0.000
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
GAMMA(F) FOR LATENT CLASS 2
EMPB8 EMPB9 EMPB10 EMPB11 EMPB12
________ ________ ________ ________ ________
F 0.000 0.000 0.000 0.000 0.000
U1 0.000 0.000 0.000 0.000 0.000
U2 0.000 0.000 0.000 0.000 0.000
U3 0.000 0.000 0.000 0.000 0.000
U4 0.000 0.000 0.000 0.000 0.000
U5 0.000 0.000 0.000 0.000 0.000
U6 0.000 0.000 0.000 0.000 0.000
U7 0.000 0.000 0.000 0.000 0.000
U8 0.000 0.000 0.000 0.000 0.000
U9 0.000 0.000 0.000 0.000 0.000
U10 0.000 0.000 0.000 0.000 0.000
U11 0.000 0.000 0.000 0.000 0.000
U12 0.000 0.000 0.000 0.000 0.000
U13 0.000 0.000 0.000 0.000 0.000
GAMMA(F) FOR LATENT CLASS 2
EMPB13
________
F 0.000
U1 0.000
U2 0.000
U3 0.000
U4 0.000
U5 0.000
U6 0.000
U7 0.000
U8 0.000
U9 0.000
U10 0.000
U11 0.000
U12 0.000
U13 0.000
TECHNICAL 8 OUTPUT
INITIAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.57165630D+03 0.0000000 0.0000000 176.685 255.315 EM
2 -0.49896325D+03 72.6930517 0.1271622 174.995 257.005 EM
3 -0.49847104D+03 0.4922103 0.0009865 174.500 257.500 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.21296004D+05 0.0000000 0.0000000 325.047 106.953 EM
2 -0.50304489D+03 ************ 0.9763784 317.999 114.001 EM
3 -0.50014136D+03 2.9035340 0.0057719 317.999 114.001 EM
4 -0.50012728D+03 0.0140760 0.0000281 317.998 114.002 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.30196464D+05 0.0000000 0.0000000 351.833 80.167 EM
2 -0.26956551D+05 3239.9130792 0.1072945 351.126 80.874 EM
3 -0.26956598D+05 -0.0471117 -0.0000017 351.123 80.877 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.93569566D+04 0.0000000 0.0000000 323.919 108.081 EM
2 -0.50278504D+03 8854.1716012 0.9462662 317.418 114.582 EM
3 -0.49988976D+03 2.8952808 0.0057585 317.025 114.975 EM
4 -0.49953608D+03 0.3536806 0.0007075 316.367 115.633 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.10365614D+05 0.0000000 0.0000000 286.638 145.362 EM
2 -0.25703853D+04 7795.2287778 0.7520277 236.905 195.095 EM
3 -0.25462251D+04 24.1602294 0.0093995 209.139 222.861 EM
4 -0.25402709D+04 5.9541876 0.0023384 194.454 237.546 EM
5 -0.25371094D+04 3.1614809 0.0012445 184.030 247.970 EM
6 -0.25351060D+04 2.0034129 0.0007896 176.121 255.879 EM
7 -0.25336988D+04 1.4072150 0.0005551 169.874 262.126 EM
8 -0.25326490D+04 1.0497525 0.0004143 164.808 267.192 EM
9 -0.25318409D+04 0.8080894 0.0003191 160.633 271.367 EM
10 -0.25312096D+04 0.6313156 0.0002494 157.161 274.839 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.22321299D+05 0.0000000 0.0000000 35.000 397.000 EM
2 -0.22321299D+05 0.0000000 0.0000000 35.000 397.000 EM
3 -0.22321299D+05 0.0000000 0.0000000 35.000 397.000 EM
4 -0.22321299D+05 0.0000000 0.0000000 35.000 397.000 EM
5 -0.22321299D+05 0.0000000 0.0000000 35.000 397.000 EM
6 -0.22321299D+05 0.0000000 0.0000000 35.000 397.000 EM
7 -0.22321299D+05 0.0000000 0.0000000 35.000 397.000 EM
8 -0.22321299D+05 0.0000000 0.0000000 35.000 397.000 EM
9 -0.22321299D+05 0.0000000 0.0000000 35.000 397.000 EM
10 -0.22321299D+05 0.0000000 0.0000000 35.000 397.000 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.34120981D+05 0.0000000 0.0000000 57.000 375.000 EM
2 -0.34120981D+05 0.0000000 0.0000000 57.000 375.000 EM
3 -0.34120981D+05 0.0000000 0.0000000 57.000 375.000 EM
4 -0.34120981D+05 0.0000000 0.0000000 57.000 375.000 EM
5 -0.34120981D+05 0.0000000 0.0000000 57.000 375.000 EM
6 -0.34120981D+05 0.0000000 0.0000000 57.000 375.000 EM
7 -0.34120981D+05 0.0000000 0.0000000 57.000 375.000 EM
8 -0.34120981D+05 0.0000000 0.0000000 57.000 375.000 EM
9 -0.34120981D+05 0.0000000 0.0000000 57.000 375.000 EM
10 -0.34120981D+05 0.0000000 0.0000000 57.000 375.000 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.31208553D+05 0.0000000 0.0000000 363.002 68.998 EM
2 -0.31208553D+05 0.0000000 0.0000000 363.002 68.998 EM
3 -0.31208553D+05 0.0000000 0.0000000 363.002 68.998 EM
4 -0.31208553D+05 0.0000000 0.0000000 363.002 68.998 EM
5 -0.31208553D+05 0.0000000 0.0000000 363.002 68.998 EM
6 -0.31208553D+05 0.0000000 0.0000000 363.002 68.998 EM
7 -0.31208553D+05 0.0000000 0.0000000 363.002 68.998 EM
8 -0.31208553D+05 0.0000000 0.0000000 363.002 68.998 EM
9 -0.31208553D+05 0.0000000 0.0000000 363.002 68.998 EM
10 -0.31208553D+05 0.0000000 0.0000000 363.002 68.998 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.10068169D+05 0.0000000 0.0000000 314.848 117.152 EM
2 -0.33357880D+04 6732.3810000 0.6686798 256.312 175.688 EM
3 -0.32455457D+04 90.2423750 0.0270528 203.233 228.767 EM
4 -0.32273076D+04 18.2380641 0.0056194 172.216 259.784 EM
5 -0.32173154D+04 9.9921651 0.0030961 149.952 282.048 EM
6 -0.32110279D+04 6.2874944 0.0019543 133.058 298.942 EM
7 -0.32067933D+04 4.2346425 0.0013188 119.912 312.088 EM
8 -0.32038037D+04 2.9896200 0.0009323 109.528 322.472 EM
9 -0.32016128D+04 2.1908541 0.0006838 101.236 330.764 EM
10 -0.31999572D+04 1.6555918 0.0005171 94.558 337.442 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.52417491D+05 0.0000000 0.0000000 329.010 102.990 EM
2 -0.40652686D+04 ************ 0.9224444 263.803 168.197 EM
3 -0.40156823D+04 49.5862269 0.0121975 212.208 219.792 EM
4 -0.40011095D+04 14.5728121 0.0036290 184.638 247.362 EM
5 -0.39933852D+04 7.7242655 0.0019305 164.799 267.201 EM
6 -0.39887736D+04 4.6116423 0.0011548 149.806 282.194 EM
7 -0.39858385D+04 2.9350881 0.0007358 138.190 293.810 EM
8 -0.39838878D+04 1.9507580 0.0004894 129.042 302.958 EM
9 -0.39825486D+04 1.3391882 0.0003362 121.747 310.253 EM
10 -0.39816062D+04 0.9424080 0.0002366 115.870 316.130 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.31720841D+05 0.0000000 0.0000000 365.500 66.500 EM
2 -0.30758384D+05 962.4573940 0.0303415 363.014 68.986 EM
3 -0.30759316D+05 -0.9322701 -0.0000303 363.012 68.988 EM
FINAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET
3 -0.49847104D+03 0.4922103 0.0009865 174.500 257.500 EM
4 -0.49826056D+03 0.2104746 0.0004222 174.266 257.734 EM
5 -0.49808049D+03 0.1800752 0.0003614 174.189 257.811 EM
6 -0.49791750D+03 0.1629927 0.0003272 174.238 257.762 EM
7 -0.49776393D+03 0.1535639 0.0003084 174.397 257.603 EM
8 -0.49761407D+03 0.1498580 0.0003011 174.656 257.344 EM
9 -0.49746343D+03 0.1506457 0.0003027 175.005 256.995 EM
10 -0.49730832D+03 0.1551032 0.0003118 175.436 256.564 EM
11 -0.49714568D+03 0.1626461 0.0003271 175.943 256.057 EM
12 -0.49697286D+03 0.1728164 0.0003476 176.519 255.481 EM
13 -0.49678766D+03 0.1851993 0.0003727 177.159 254.841 EM
14 -0.49658830D+03 0.1993576 0.0004013 177.855 254.145 EM
15 -0.49637353D+03 0.2147774 0.0004325 178.600 253.400 EM
16 -0.49614270D+03 0.2308251 0.0004650 179.387 252.613 EM
17 -0.49589598D+03 0.2467185 0.0004973 180.205 251.795 EM
18 -0.49563447D+03 0.2615183 0.0005274 181.043 250.957 EM
19 -0.49536031D+03 0.2741514 0.0005531 181.889 250.111 EM
20 -0.49507684D+03 0.2834735 0.0005723 182.725 249.275 EM
21 -0.49478846D+03 0.2883791 0.0005825 183.536 248.464 EM
22 -0.49450051D+03 0.2879552 0.0005820 184.301 247.699 EM
23 -0.49421885D+03 0.2816591 0.0005696 185.003 246.997 EM
24 -0.49394937D+03 0.2694797 0.0005453 185.621 246.379 EM
25 -0.49369734D+03 0.2520267 0.0005102 186.140 245.860 EM
26 -0.49346685D+03 0.2304926 0.0004669 186.545 245.455 EM
27 -0.49326038D+03 0.2064724 0.0004184 186.828 245.172 EM
28 -0.49307869D+03 0.1816813 0.0003683 186.984 245.016 EM
29 -0.49292103D+03 0.1576631 0.0003198 187.013 244.987 EM
30 -0.49278545D+03 0.1355808 0.0002751 186.918 245.082 EM
31 -0.49266932D+03 0.1161349 0.0002357 186.706 245.294 EM
32 -0.49256972D+03 0.0995975 0.0002022 186.387 245.613 EM
33 -0.49248380D+03 0.0859135 0.0001744 185.971 246.029 EM
34 -0.49240898D+03 0.0748212 0.0001519 185.468 246.532 EM
35 -0.49234303D+03 0.0659571 0.0001339 184.890 247.110 EM
36 -0.49169243D+03 0.6505940 0.0013214 145.399 286.601 FS
37 -0.49122946D+03 0.4629706 0.0009416 112.603 319.397 FS
38 -0.49092481D+03 0.3046553 0.0006202 112.904 319.096 EM
39 -0.49085211D+03 0.0726981 0.0001481 113.146 318.854 EM
40 -0.49079187D+03 0.0602424 0.0001227 113.330 318.670 EM
41 -0.49073958D+03 0.0522844 0.0001065 113.456 318.544 EM
42 -0.49069266D+03 0.0469240 0.0000956 113.530 318.470 EM
43 -0.49064946D+03 0.0431981 0.0000880 113.555 318.445 EM
44 -0.49060896D+03 0.0404957 0.0000825 113.535 318.465 EM
45 -0.49057054D+03 0.0384255 0.0000783 113.473 318.527 EM
46 -0.49053380D+03 0.0367362 0.0000749 113.373 318.627 EM
47 -0.49049854D+03 0.0352672 0.0000719 113.237 318.763 EM
48 -0.49046462D+03 0.0339175 0.0000691 113.067 318.933 EM
49 -0.49043199D+03 0.0326258 0.0000665 112.866 319.134 EM
50 -0.49040063D+03 0.0313570 0.0000639 112.636 319.364 EM
51 -0.49037054D+03 0.0300939 0.0000614 112.378 319.622 EM
52 -0.49034171D+03 0.0288311 0.0000588 112.095 319.905 EM
53 -0.49031414D+03 0.0275705 0.0000562 111.789 320.211 EM
54 -0.49028782D+03 0.0263182 0.0000537 111.461 320.539 EM
55 -0.49026274D+03 0.0250826 0.0000512 111.114 320.886 EM
56 -0.49023887D+03 0.0238725 0.0000487 110.749 321.251 EM
57 -0.49021617D+03 0.0226963 0.0000463 110.367 321.633 EM
58 -0.49019461D+03 0.0215612 0.0000440 109.972 322.028 EM
59 -0.49017414D+03 0.0204728 0.0000418 109.564 322.436 EM
60 -0.49015470D+03 0.0194350 0.0000396 109.146 322.854 EM
61 -0.48977065D+03 0.3840535 0.0007835 85.739 346.261 QN
62 -0.48977065D+03 0.0000000 0.0000000 85.739 346.261 EM
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
4 -0.49953608D+03 0.3536806 0.0007075 316.367 115.633 EM
5 -0.49919274D+03 0.3433363 0.0006873 315.381 116.619 EM
6 -0.49873410D+03 0.4586422 0.0009188 314.010 117.990 EM
7 -0.49817814D+03 0.5559595 0.0011147 312.249 119.751 EM
8 -0.49756437D+03 0.6137653 0.0012320 310.152 121.848 EM
9 -0.49693982D+03 0.6245501 0.0012552 307.803 124.197 EM
10 -0.49634530D+03 0.5945210 0.0011964 305.302 126.698 EM
11 -0.49580803D+03 0.5372681 0.0010824 302.742 129.258 EM
12 -0.49534087D+03 0.4671685 0.0009422 300.200 131.800 EM
13 -0.49494541D+03 0.3954606 0.0007984 297.734 134.266 EM
14 -0.49461630D+03 0.3291019 0.0006649 295.382 136.618 EM
15 -0.49434495D+03 0.2713543 0.0005486 293.162 138.838 EM
16 -0.49412197D+03 0.2229835 0.0004511 291.086 140.914 EM
17 -0.49393858D+03 0.1833825 0.0003711 289.152 142.848 EM
18 -0.49378722D+03 0.1513608 0.0003064 287.356 144.644 EM
19 -0.49366162D+03 0.1256035 0.0002544 285.689 146.311 EM
20 -0.49355673D+03 0.1048940 0.0002125 284.143 147.857 EM
21 -0.49346853D+03 0.0881970 0.0001787 282.708 149.292 EM
22 -0.49339386D+03 0.0746704 0.0001513 281.373 150.627 EM
23 -0.49333021D+03 0.0636462 0.0001290 280.130 151.870 EM
24 -0.49327561D+03 0.0546012 0.0001107 278.971 153.029 EM
25 -0.49322848D+03 0.0471283 0.0000955 277.888 154.112 EM
26 -0.49318757D+03 0.0409108 0.0000829 276.874 155.126 EM
27 -0.49315187D+03 0.0357024 0.0000724 275.923 156.077 EM
28 -0.49312056D+03 0.0313105 0.0000635 275.029 156.971 EM
29 -0.49309297D+03 0.0275837 0.0000559 274.188 157.812 EM
30 -0.49306857D+03 0.0244027 0.0000495 273.394 158.606 EM
31 -0.49304690D+03 0.0216723 0.0000440 272.645 159.355 EM
32 -0.49302758D+03 0.0193164 0.0000392 271.936 160.064 EM
33 -0.49301031D+03 0.0172739 0.0000350 271.264 160.736 EM
34 -0.49299481D+03 0.0154950 0.0000314 270.627 161.373 EM
35 -0.49298088D+03 0.0139392 0.0000283 270.022 161.978 EM
36 -0.49296830D+03 0.0125732 0.0000255 269.446 162.554 EM
37 -0.49295693D+03 0.0113694 0.0000231 268.898 163.102 EM
38 -0.49294663D+03 0.0103049 0.0000209 268.376 163.624 EM
39 -0.49293727D+03 0.0093606 0.0000190 267.877 164.123 EM
40 -0.49292875D+03 0.0085205 0.0000173 267.400 164.600 EM
41 -0.49292098D+03 0.0077710 0.0000158 266.945 165.055 EM
42 -0.49291387D+03 0.0071005 0.0000144 266.509 165.491 EM
43 -0.49290738D+03 0.0064993 0.0000132 266.091 165.909 EM
44 -0.49290142D+03 0.0059588 0.0000121 265.690 166.310 EM
45 -0.49289594D+03 0.0054720 0.0000111 265.306 166.694 EM
46 -0.49289091D+03 0.0050326 0.0000102 264.937 167.063 EM
47 -0.49288628D+03 0.0046351 0.0000094 264.583 167.417 EM
48 -0.49288200D+03 0.0042750 0.0000087 264.242 167.758 EM
49 -0.49287805D+03 0.0039481 0.0000080 263.914 168.086 EM
50 -0.49287440D+03 0.0036508 0.0000074 263.599 168.401 EM
51 -0.49287102D+03 0.0033800 0.0000069 263.295 168.705 EM
52 -0.49286789D+03 0.0031331 0.0000064 263.002 168.998 EM
53 -0.49286498D+03 0.0029074 0.0000059 262.720 169.280 EM
54 -0.49286228D+03 0.0027010 0.0000055 262.447 169.553 EM
55 -0.49285977D+03 0.0025119 0.0000051 262.184 169.816 EM
56 -0.49281858D+03 0.0411927 0.0000836 251.781 180.219 QN
57 -0.49281858D+03 0.0000000 0.0000000 251.781 180.219 EM
Beginning Time: 23:01:09
Ending Time: 23:01:15
Elapsed Time: 00:00:06
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