Mplus VERSION 6
MUTHEN & MUTHEN
04/25/2010 11:01 PM
INPUT INSTRUCTIONS
Title: app18
GS6cSAND.inp
- internal and external controls
- adding x's
- 3-class linear growth grade 1-2 (note females are included)
- different residual and intercept variance in the low/flat class 3
- adding u information, grades 3-7
- Sandwich estimator
- 6-class model:
NLTS LTS
H 1 2
M 3 4
H 5 6
- deleting small class 2 that gave rise to c#2 on intgroup
Data:
File is ggmmfull.dat;
Variable:
Names are id u1-u7 y1-y9
g1fc intgroup male white lunch cavlunch cavtoc1f t1 t2;
!intgroup = (1 = STD/GBG, 3 = STD/STD, 4 = GBG/GBG)
!u1-u7 = school removal indicator for grades 1-7
!lunch = {0 = self-paid, 1 = (partially) free}
!y1-y9 = TOCA-R score for school terms 1f,...,7s
!cavtoca = 1st grade fall classroom avg. TOCA-R (excluding case)
!cavlunch = 1st grade fall classroom % lunch (partially) free (excluding case)
!male = {0 = female, 1 = male}
!white = {0 = non-white, 1 = white}
!g1fc = first grade fall classroom cluster (1-24)
missing = all (999);
useobs = intgroup ne 4;
usevar = u3-u7 y1-y4
intgroup male white lunch cavlunch cavtoc1f;
Cluster = g1fc;
Categorical are u3-u7;
Missing are all (999);
Classes = c(5);
Define:
if(intgroup eq 1)then intgroup = 0;
if(intgroup eq 3)then intgroup = 1;
Analysis:
Type = Mixture Missing Complex;
! Removing the CLUSTER= option in VARIABLE and the COMPLEX
! setting above will produce the same parameter estimates but
! different standard errors.
Model:
%overall%
i by y1-y4@1;
s by y1@0 y2@1 y3@2 y4@3;
[y1-y4@0];
[i* s*];
f by u3-u7@1;
i s on intgroup male white lunch cavlunch cavtoc1f;
f on intgroup male white lunch cavlunch cavtoc1f;
c#1 on intgroup male white lunch cavlunch cavtoc1f;
c#2 on intgroup male white lunch cavlunch cavtoc1f;
c#3 on intgroup male white lunch cavlunch cavtoc1f;
c#4 on intgroup male white lunch cavlunch cavtoc1f;
! c#5 on intgroup male white lunch cavlunch cavtoc1f;
%c#1% !Class 1: High, NLTS
[i*3.9] (6);
[s*.17] (7);
[f*2.4] (8);
[u3$1*3] (1);
[u4$1*3] (2);
[u5$1*2] (3);
[u6$1*2] (4);
[u7$1*1] (5);
! %c#2% !Class 2: High, LTS
! [i*3.9] (6);
! [s*.17] (7);
! [f@0];
! [u3$1-u7$1@10];
! f on intgroup-cavtoc1f@0;
%c#2% !Class 3: M, NLTS
[i*2.1] (9);
[s*.35] (10);
[f*.8] (11);
[u3$1*3] (1);
[u4$1*3] (2);
[u5$1*2] (3);
[u6$1*2] (4);
[u7$1*1] (5);
%c#3% !Class 4: M, LTS
[i*2.1] (9);
[s*.35] (10);
[f@0];
[u3$1-u7$1@10];
f on intgroup-cavtoc1f@0;
%c#4% !Class 5: L, NLTS
[i*1.3] (12);
[s*.28] (13);
[f@0];
[u3$1*3] (1);
[u4$1*3] (2);
[u5$1*2] (3);
[u6$1*2] (4);
[u7$1*1] (5);
i (14)
s (15)
s with i (16);
y1 (17)
y2 (18)
y3 (19)
y4 (20);
%c#5% !Class 6: L, LTS
[i*1.3] (12);
[s*.28] (13);
[f@0];
[u3$1-u7$1@10];
f on intgroup-cavtoc1f@0;
i (14)
s (15)
s with i (16);
y1 (17)
y2 (18)
y3 (19)
y4 (20);
Output:
patterns standardized residual 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.
*** WARNING in VARIABLE command
When a subpopulation is analyzed with TYPE=COMPLEX, standard errors
may be incorrect. Use the SUBPOPULATION option instead of the
USEOBSERVATIONS option to obtain correct standard errors.
2 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS
app18
GS6cSAND.inp
- internal and external controls
- adding x's
- 3-class linear growth grade 1-2 (note females are included)
- different residual and intercept variance in the low/flat class 3
- adding u information, grades 3-7
- Sandwich estimator
- 6-class model:
NLTS LTS
H 1 2
M 3 4
H 5 6
- deleting small class 2 that gave rise to c#2 on intgroup
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 403
Number of dependent variables 9
Number of independent variables 6
Number of continuous latent variables 3
Number of categorical latent variables 1
Observed dependent variables
Continuous
Y1 Y2 Y3 Y4
Binary and ordered categorical (ordinal)
U3 U4 U5 U6 U7
Observed independent variables
INTGROUP MALE WHITE LUNCH CAVLUNCH CAVTOC1F
Continuous latent variables
I S F
Categorical latent variables
C
Variables with special functions
Cluster variable G1FC
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
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)
ggmmfull.dat
Input data format FREE
SUMMARY OF DATA
Number of missing data patterns 32
Number of y missing data patterns 8
Number of u missing data patterns 6
Number of clusters 16
SUMMARY OF MISSING DATA PATTERNS
MISSING DATA PATTERNS (x = not missing)
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20
U3 x x x x x x x x x x x x x x x x x x
U4 x x x x x x x x x x x x x x x
U5 x x x x x x x x x x x x
U6 x x x x x x x x
U7 x x x x x
Y1 x x x x x x x x x x x x x x x x x x x x
Y2 x x x x x x x x x x x x x
Y3 x x x x x x x x x x x x x x x x
Y4 x x x x x x x x x x
INTGROUP x x x x x x x x x x x x x x x x x x x x
MALE x x x x x x x x x x x x x x x x x x x x
WHITE x x x x x x x x x x x x x x x x x x x x
LUNCH x x x x x x x x x x x x x x x x x x x x
CAVLUNCH x x x x x x x x x x x x x x x x x x x x
CAVTOC1F x x x x x x x x x x x x x x x x x x x x
21 22 23 24 25 26 27 28 29 30 31 32
U3 x x x x x x x x x
U4 x x x x x x x
U5 x x x x x x
U6 x x x x x
U7 x x x
Y1 x x x x x x x x x x x x
Y2 x x x x
Y3 x
Y4 x x x x x x
INTGROUP x x x x x x x x x x x x
MALE x x x x x x x x x x x x
WHITE x x x x x x x x x x x x
LUNCH x x x x x x x x x x x x
CAVLUNCH x x x x x x x x x x x x
CAVTOC1F x x x x x x x x x x x x
MISSING DATA PATTERN FREQUENCIES
Pattern Frequency Pattern Frequency Pattern Frequency
1 13 12 2 23 33
2 185 13 3 24 1
3 8 14 1 25 1
4 4 15 4 26 1
5 4 16 1 27 3
6 6 17 1 28 2
7 1 18 1 29 1
8 23 19 11 30 2
9 2 20 1 31 11
10 1 21 1 32 1
11 68 22 6
MISSING DATA PATTERNS FOR U (x = not missing)
1 2 3 4 5 6
U3 x x x x x
U4 x x x x
U5 x x x
U6 x x
U7 x
MISSING DATA PATTERN FREQUENCIES FOR U
Pattern Frequency Pattern Frequency Pattern Frequency
1 23 3 15 5 8
2 338 4 9 6 10
MISSING DATA PATTERNS FOR Y (x = not missing)
1 2 3 4 5 6 7 8
Y1 x x x x x x x x
Y2 x x x x
Y3 x x x x
Y4 x x x x
INTGROUP x x x x x x x x
MALE x x x x x x x x
WHITE x x x x x x x x
LUNCH x x x x x x x x
CAVLUNCH x x x x x x x x
CAVTOC1F x x x x x x x x
MISSING DATA PATTERN FREQUENCIES FOR Y
Pattern Frequency Pattern Frequency Pattern Frequency
1 220 4 6 7 6
2 27 5 14 8 14
3 74 6 42
COVARIANCE COVERAGE OF DATA
Minimum covariance coverage value 0.100
PROPORTION OF DATA PRESENT
Covariance Coverage
U3 U4 U5 U6 U7
________ ________ ________ ________ ________
U3 0.975
U4 0.955 0.955
U5 0.933 0.933 0.933
U6 0.896 0.896 0.896 0.896
U7 0.839 0.839 0.839 0.839 0.839
Y1 0.975 0.955 0.933 0.896 0.839
Y2 0.779 0.767 0.749 0.722 0.682
Y3 0.645 0.630 0.618 0.591 0.553
Y4 0.645 0.630 0.620 0.591 0.551
INTGROUP 0.975 0.955 0.933 0.896 0.839
MALE 0.975 0.955 0.933 0.896 0.839
WHITE 0.975 0.955 0.933 0.896 0.839
LUNCH 0.975 0.955 0.933 0.896 0.839
CAVLUNCH 0.975 0.955 0.933 0.896 0.839
CAVTOC1F 0.975 0.955 0.933 0.896 0.839
Covariance Coverage
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 1.000
Y2 0.799 0.799
Y3 0.663 0.581 0.663
Y4 0.663 0.581 0.613 0.663
INTGROUP 1.000 0.799 0.663 0.663 1.000
MALE 1.000 0.799 0.663 0.663 1.000
WHITE 1.000 0.799 0.663 0.663 1.000
LUNCH 1.000 0.799 0.663 0.663 1.000
CAVLUNCH 1.000 0.799 0.663 0.663 1.000
CAVTOC1F 1.000 0.799 0.663 0.663 1.000
Covariance Coverage
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 1.000
WHITE 1.000 1.000
LUNCH 1.000 1.000 1.000
CAVLUNCH 1.000 1.000 1.000 1.000
CAVTOC1F 1.000 1.000 1.000 1.000 1.000
PROPORTION OF DATA PRESENT FOR U
Covariance Coverage
U3 U4 U5 U6 U7
________ ________ ________ ________ ________
U3 0.975
U4 0.955 0.955
U5 0.933 0.933 0.933
U6 0.896 0.896 0.896 0.896
U7 0.839 0.839 0.839 0.839 0.839
PROPORTION OF DATA PRESENT FOR Y
Covariance Coverage
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 1.000
Y2 0.799 0.799
Y3 0.663 0.581 0.663
Y4 0.663 0.581 0.613 0.663
INTGROUP 1.000 0.799 0.663 0.663 1.000
MALE 1.000 0.799 0.663 0.663 1.000
WHITE 1.000 0.799 0.663 0.663 1.000
LUNCH 1.000 0.799 0.663 0.663 1.000
CAVLUNCH 1.000 0.799 0.663 0.663 1.000
CAVTOC1F 1.000 0.799 0.663 0.663 1.000
Covariance Coverage
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 1.000
WHITE 1.000 1.000
LUNCH 1.000 1.000 1.000
CAVLUNCH 1.000 1.000 1.000 1.000
CAVTOC1F 1.000 1.000 1.000 1.000 1.000
UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES
U3
Category 1 0.980 385.000
Category 2 0.020 8.000
U4
Category 1 0.977 376.000
Category 2 0.023 9.000
U5
Category 1 0.960 361.000
Category 2 0.040 15.000
U6
Category 1 0.936 338.000
Category 2 0.064 23.000
U7
Category 1 0.825 279.000
Category 2 0.175 59.000
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:
-1419.008 unperturbed 0
-1419.008 285380 1
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
WARNING: THE RESIDUAL COVARIANCE MATRIX (THETA) IN CLASS 4 IS NOT
POSITIVE DEFINITE. THIS COULD INDICATE A NEGATIVE VARIANCE/RESIDUAL
VARIANCE FOR AN OBSERVED VARIABLE, A CORRELATION GREATER OR EQUAL TO ONE
BETWEEN TWO OBSERVED VARIABLES, OR A LINEAR DEPENDENCY AMONG MORE THAN TWO
OBSERVED VARIABLES. CHECK THE RESULTS SECTION FOR MORE INFORMATION.
PROBLEM INVOLVING VARIABLE Y1.
WARNING: THE RESIDUAL COVARIANCE MATRIX (THETA) IN CLASS 5 IS NOT
POSITIVE DEFINITE. THIS COULD INDICATE A NEGATIVE VARIANCE/RESIDUAL
VARIANCE FOR AN OBSERVED VARIABLE, A CORRELATION GREATER OR EQUAL TO ONE
BETWEEN TWO OBSERVED VARIABLES, OR A LINEAR DEPENDENCY AMONG MORE THAN TWO
OBSERVED VARIABLES. CHECK THE RESULTS SECTION FOR MORE INFORMATION.
PROBLEM INVOLVING VARIABLE Y1.
TESTS OF MODEL FIT
Loglikelihood
H0 Value -1419.008
H0 Scaling Correction Factor 1.743
for MLR
Information Criteria
Number of Free Parameters 73
Akaike (AIC) 2984.017
Bayesian (BIC) 3275.939
Sample-Size Adjusted BIC 3044.303
(n* = (n + 2) / 24)
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASSES
BASED ON THE ESTIMATED MODEL
Latent
Classes
1 28.14366 0.06984
2 85.81531 0.21294
3 111.83559 0.27751
4 72.60987 0.18017
5 104.59557 0.25954
FINAL CLASS COUNTS AND PROPORTIONS FOR THE LATENT CLASS PATTERNS
BASED ON ESTIMATED POSTERIOR PROBABILITIES
Latent
Classes
1 28.14366 0.06984
2 85.81531 0.21294
3 111.83559 0.27751
4 72.60988 0.18017
5 104.59557 0.25954
CLASSIFICATION QUALITY
Entropy 0.761
CLASSIFICATION OF INDIVIDUALS BASED ON THEIR MOST LIKELY LATENT CLASS MEMBERSHIP
Class Counts and Proportions
Latent
Classes
1 29 0.07196
2 72 0.17866
3 117 0.29032
4 75 0.18610
5 110 0.27295
Average Latent Class Probabilities for Most Likely Latent Class Membership (Row)
by Latent Class (Column)
1 2 3 4 5
1 0.866 0.120 0.014 0.000 0.000
2 0.035 0.876 0.053 0.036 0.001
3 0.005 0.119 0.840 0.006 0.030
4 0.000 0.057 0.011 0.824 0.108
5 0.000 0.010 0.078 0.069 0.844
MODEL RESULTS
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
I BY
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 2.000 0.000 999.000 999.000
Y4 3.000 0.000 999.000 999.000
F BY
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
I ON
INTGROUP -0.274 0.044 -6.191 0.000
MALE 0.048 0.056 0.848 0.396
WHITE -0.110 0.062 -1.790 0.073
LUNCH -0.008 0.043 -0.190 0.850
CAVLUNCH -0.217 0.077 -2.817 0.005
CAVTOC1F 0.146 0.088 1.661 0.097
S ON
INTGROUP -0.005 0.092 -0.060 0.952
MALE 0.020 0.040 0.512 0.609
WHITE 0.034 0.077 0.444 0.657
LUNCH -0.026 0.031 -0.862 0.388
CAVLUNCH 0.185 0.108 1.713 0.087
CAVTOC1F -0.190 0.150 -1.266 0.205
F ON
INTGROUP 0.200 0.317 0.631 0.528
MALE 1.128 0.890 1.268 0.205
WHITE 1.180 0.613 1.926 0.054
LUNCH -0.934 0.614 -1.522 0.128
CAVLUNCH 0.564 0.788 0.717 0.474
CAVTOC1F 0.410 0.429 0.955 0.340
S WITH
I -0.145 0.049 -2.990 0.003
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 3.855 0.548 7.031 0.000
S 0.259 0.333 0.777 0.437
Intercepts
F 1.630 0.859 1.897 0.058
Thresholds
U3$1 5.570 0.888 6.274 0.000
U4$1 5.304 0.778 6.813 0.000
U5$1 4.491 0.687 6.534 0.000
U6$1 3.615 0.677 5.341 0.000
U7$1 1.538 0.709 2.169 0.030
Residual Variances
Y1 0.202 0.095 2.129 0.033
Y2 0.353 0.082 4.289 0.000
Y3 0.510 0.111 4.577 0.000
Y4 0.333 0.125 2.672 0.008
I 0.410 0.148 2.780 0.005
S 0.083 0.018 4.696 0.000
Latent Class 2
I BY
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 2.000 0.000 999.000 999.000
Y4 3.000 0.000 999.000 999.000
F BY
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
I ON
INTGROUP -0.274 0.044 -6.191 0.000
MALE 0.048 0.056 0.848 0.396
WHITE -0.110 0.062 -1.790 0.073
LUNCH -0.008 0.043 -0.190 0.850
CAVLUNCH -0.217 0.077 -2.817 0.005
CAVTOC1F 0.146 0.088 1.661 0.097
S ON
INTGROUP -0.005 0.092 -0.060 0.952
MALE 0.020 0.040 0.512 0.609
WHITE 0.034 0.077 0.444 0.657
LUNCH -0.026 0.031 -0.862 0.388
CAVLUNCH 0.185 0.108 1.713 0.087
CAVTOC1F -0.190 0.150 -1.266 0.205
F ON
INTGROUP 0.200 0.317 0.631 0.528
MALE 1.128 0.890 1.268 0.205
WHITE 1.180 0.613 1.926 0.054
LUNCH -0.934 0.614 -1.522 0.128
CAVLUNCH 0.564 0.788 0.717 0.474
CAVTOC1F 0.410 0.429 0.955 0.340
S WITH
I -0.145 0.049 -2.990 0.003
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 2.200 0.312 7.041 0.000
S 0.319 0.352 0.906 0.365
Intercepts
F 0.778 0.906 0.859 0.390
Thresholds
U3$1 5.570 0.888 6.274 0.000
U4$1 5.304 0.778 6.813 0.000
U5$1 4.491 0.687 6.534 0.000
U6$1 3.615 0.677 5.341 0.000
U7$1 1.538 0.709 2.169 0.030
Residual Variances
Y1 0.202 0.095 2.129 0.033
Y2 0.353 0.082 4.289 0.000
Y3 0.510 0.111 4.577 0.000
Y4 0.333 0.125 2.672 0.008
I 0.410 0.148 2.780 0.005
S 0.083 0.018 4.696 0.000
Latent Class 3
I BY
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 2.000 0.000 999.000 999.000
Y4 3.000 0.000 999.000 999.000
F BY
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
I ON
INTGROUP -0.274 0.044 -6.191 0.000
MALE 0.048 0.056 0.848 0.396
WHITE -0.110 0.062 -1.790 0.073
LUNCH -0.008 0.043 -0.190 0.850
CAVLUNCH -0.217 0.077 -2.817 0.005
CAVTOC1F 0.146 0.088 1.661 0.097
S ON
INTGROUP -0.005 0.092 -0.060 0.952
MALE 0.020 0.040 0.512 0.609
WHITE 0.034 0.077 0.444 0.657
LUNCH -0.026 0.031 -0.862 0.388
CAVLUNCH 0.185 0.108 1.713 0.087
CAVTOC1F -0.190 0.150 -1.266 0.205
F ON
INTGROUP 0.000 0.000 999.000 999.000
MALE 0.000 0.000 999.000 999.000
WHITE 0.000 0.000 999.000 999.000
LUNCH 0.000 0.000 999.000 999.000
CAVLUNCH 0.000 0.000 999.000 999.000
CAVTOC1F 0.000 0.000 999.000 999.000
S WITH
I -0.145 0.049 -2.990 0.003
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 2.200 0.312 7.041 0.000
S 0.319 0.352 0.906 0.365
Intercepts
F 0.000 0.000 999.000 999.000
Thresholds
U3$1 10.000 0.000 999.000 999.000
U4$1 10.000 0.000 999.000 999.000
U5$1 10.000 0.000 999.000 999.000
U6$1 10.000 0.000 999.000 999.000
U7$1 10.000 0.000 999.000 999.000
Residual Variances
Y1 0.202 0.095 2.129 0.033
Y2 0.353 0.082 4.289 0.000
Y3 0.510 0.111 4.577 0.000
Y4 0.333 0.125 2.672 0.008
I 0.410 0.148 2.780 0.005
S 0.083 0.018 4.696 0.000
Latent Class 4
I BY
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 2.000 0.000 999.000 999.000
Y4 3.000 0.000 999.000 999.000
F BY
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
I ON
INTGROUP -0.274 0.044 -6.191 0.000
MALE 0.048 0.056 0.848 0.396
WHITE -0.110 0.062 -1.790 0.073
LUNCH -0.008 0.043 -0.190 0.850
CAVLUNCH -0.217 0.077 -2.817 0.005
CAVTOC1F 0.146 0.088 1.661 0.097
S ON
INTGROUP -0.005 0.092 -0.060 0.952
MALE 0.020 0.040 0.512 0.609
WHITE 0.034 0.077 0.444 0.657
LUNCH -0.026 0.031 -0.862 0.388
CAVLUNCH 0.185 0.108 1.713 0.087
CAVTOC1F -0.190 0.150 -1.266 0.205
F ON
INTGROUP 0.200 0.317 0.631 0.528
MALE 1.128 0.890 1.268 0.205
WHITE 1.180 0.613 1.926 0.054
LUNCH -0.934 0.614 -1.522 0.128
CAVLUNCH 0.564 0.788 0.717 0.474
CAVTOC1F 0.410 0.429 0.955 0.340
S WITH
I -0.031 0.008 -3.939 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 1.314 0.147 8.955 0.000
S 0.275 0.272 1.014 0.311
Intercepts
F 0.000 0.000 999.000 999.000
Thresholds
U3$1 5.570 0.888 6.274 0.000
U4$1 5.304 0.778 6.813 0.000
U5$1 4.491 0.687 6.534 0.000
U6$1 3.615 0.677 5.341 0.000
U7$1 1.538 0.709 2.169 0.030
Residual Variances
Y1 -0.012 0.014 -0.854 0.393
Y2 0.069 0.025 2.776 0.006
Y3 0.060 0.019 3.111 0.002
Y4 0.039 0.036 1.080 0.280
I 0.072 0.023 3.133 0.002
S 0.027 0.008 3.529 0.000
Latent Class 5
I BY
Y1 1.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 1.000 0.000 999.000 999.000
Y4 1.000 0.000 999.000 999.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 1.000 0.000 999.000 999.000
Y3 2.000 0.000 999.000 999.000
Y4 3.000 0.000 999.000 999.000
F BY
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
I ON
INTGROUP -0.274 0.044 -6.191 0.000
MALE 0.048 0.056 0.848 0.396
WHITE -0.110 0.062 -1.790 0.073
LUNCH -0.008 0.043 -0.190 0.850
CAVLUNCH -0.217 0.077 -2.817 0.005
CAVTOC1F 0.146 0.088 1.661 0.097
S ON
INTGROUP -0.005 0.092 -0.060 0.952
MALE 0.020 0.040 0.512 0.609
WHITE 0.034 0.077 0.444 0.657
LUNCH -0.026 0.031 -0.862 0.388
CAVLUNCH 0.185 0.108 1.713 0.087
CAVTOC1F -0.190 0.150 -1.266 0.205
F ON
INTGROUP 0.000 0.000 999.000 999.000
MALE 0.000 0.000 999.000 999.000
WHITE 0.000 0.000 999.000 999.000
LUNCH 0.000 0.000 999.000 999.000
CAVLUNCH 0.000 0.000 999.000 999.000
CAVTOC1F 0.000 0.000 999.000 999.000
S WITH
I -0.031 0.008 -3.939 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 1.314 0.147 8.955 0.000
S 0.275 0.272 1.014 0.311
Intercepts
F 0.000 0.000 999.000 999.000
Thresholds
U3$1 10.000 0.000 999.000 999.000
U4$1 10.000 0.000 999.000 999.000
U5$1 10.000 0.000 999.000 999.000
U6$1 10.000 0.000 999.000 999.000
U7$1 10.000 0.000 999.000 999.000
Residual Variances
Y1 -0.012 0.014 -0.854 0.393
Y2 0.069 0.025 2.776 0.006
Y3 0.060 0.019 3.111 0.002
Y4 0.039 0.036 1.080 0.280
I 0.072 0.023 3.133 0.002
S 0.027 0.008 3.529 0.000
Categorical Latent Variables
C#1 ON
INTGROUP 1.777 0.673 2.641 0.008
MALE 2.353 1.841 1.278 0.201
WHITE -0.600 1.539 -0.390 0.696
LUNCH 0.836 1.357 0.616 0.538
CAVLUNCH 3.283 3.251 1.010 0.313
CAVTOC1F 2.244 1.177 1.906 0.057
C#2 ON
INTGROUP 0.704 0.502 1.401 0.161
MALE 0.505 0.996 0.507 0.612
WHITE -1.243 0.509 -2.441 0.015
LUNCH 1.137 0.658 1.728 0.084
CAVLUNCH 1.186 1.919 0.618 0.537
CAVTOC1F -0.390 1.055 -0.370 0.711
C#3 ON
INTGROUP 1.325 0.619 2.140 0.032
MALE 0.664 0.725 0.917 0.359
WHITE -0.203 0.817 -0.248 0.804
LUNCH 0.514 0.737 0.698 0.485
CAVLUNCH 0.307 1.981 0.155 0.877
CAVTOC1F 2.276 1.623 1.402 0.161
C#4 ON
INTGROUP 0.686 0.740 0.926 0.354
MALE -0.157 1.050 -0.149 0.881
WHITE -1.266 1.000 -1.266 0.205
LUNCH 0.040 0.972 0.041 0.967
CAVLUNCH 3.871 2.081 1.860 0.063
CAVTOC1F -1.976 1.222 -1.616 0.106
Intercepts
C#1 -10.211 1.931 -5.288 0.000
C#2 -0.614 2.017 -0.304 0.761
C#3 -5.756 3.384 -1.701 0.089
C#4 1.322 2.534 0.522 0.602
LOGISTIC REGRESSION ODDS RATIO RESULTS
Categorical Latent Variables
C#1 ON
INTGROUP 5.914
MALE 10.521
WHITE 0.549
LUNCH 2.307
CAVLUNCH 26.643
CAVTOC1F 9.428
C#2 ON
INTGROUP 2.021
MALE 1.658
WHITE 0.289
LUNCH 3.117
CAVLUNCH 3.273
CAVTOC1F 0.677
C#3 ON
INTGROUP 3.762
MALE 1.943
WHITE 0.816
LUNCH 1.672
CAVLUNCH 1.359
CAVTOC1F 9.739
C#4 ON
INTGROUP 1.986
MALE 0.855
WHITE 0.282
LUNCH 1.041
CAVLUNCH 47.994
CAVTOC1F 0.139
ALTERNATIVE PARAMETERIZATIONS FOR THE CATEGORICAL LATENT VARIABLE REGRESSION
Parameterization using Reference Class 1
C#2 ON
INTGROUP -1.073 0.849 -1.264 0.206
MALE -1.848 1.312 -1.409 0.159
WHITE -0.642 1.754 -0.366 0.714
LUNCH 0.301 1.247 0.241 0.809
CAVLUNCH -2.097 1.973 -1.063 0.288
CAVTOC1F -2.634 0.753 -3.496 0.000
C#3 ON
INTGROUP -0.452 0.834 -0.542 0.588
MALE -1.689 1.633 -1.034 0.301
WHITE 0.398 0.847 0.469 0.639
LUNCH -0.322 1.105 -0.291 0.771
CAVLUNCH -2.976 2.100 -1.417 0.157
CAVTOC1F 0.033 0.743 0.044 0.965
C#4 ON
INTGROUP -1.091 1.010 -1.081 0.280
MALE -2.510 1.353 -1.855 0.064
WHITE -0.666 1.418 -0.469 0.639
LUNCH -0.796 0.893 -0.891 0.373
CAVLUNCH 0.589 1.550 0.380 0.704
CAVTOC1F -4.219 1.079 -3.910 0.000
C#5 ON
INTGROUP -1.777 0.673 -2.641 0.008
MALE -2.353 1.841 -1.278 0.201
WHITE 0.600 1.539 0.390 0.696
LUNCH -0.836 1.357 -0.616 0.538
CAVLUNCH -3.283 3.251 -1.010 0.313
CAVTOC1F -2.244 1.177 -1.906 0.057
Intercepts
C#2 9.597 2.236 4.291 0.000
C#3 4.454 3.189 1.397 0.162
C#4 11.532 2.507 4.600 0.000
C#5 10.211 1.931 5.288 0.000
Parameterization using Reference Class 2
C#1 ON
INTGROUP 1.073 0.849 1.264 0.206
MALE 1.848 1.312 1.409 0.159
WHITE 0.642 1.754 0.366 0.714
LUNCH -0.301 1.247 -0.241 0.809
CAVLUNCH 2.097 1.973 1.063 0.288
CAVTOC1F 2.634 0.753 3.496 0.000
C#3 ON
INTGROUP 0.621 0.987 0.629 0.529
MALE 0.159 0.970 0.164 0.870
WHITE 1.040 0.973 1.069 0.285
LUNCH -0.622 0.795 -0.783 0.433
CAVLUNCH -0.879 0.889 -0.988 0.323
CAVTOC1F 2.667 1.189 2.242 0.025
C#4 ON
INTGROUP -0.018 0.542 -0.033 0.974
MALE -0.662 0.570 -1.162 0.245
WHITE -0.023 1.029 -0.023 0.982
LUNCH -1.097 0.582 -1.885 0.059
CAVLUNCH 2.685 0.929 2.891 0.004
CAVTOC1F -1.585 0.592 -2.679 0.007
C#5 ON
INTGROUP -0.704 0.502 -1.401 0.161
MALE -0.505 0.996 -0.507 0.612
WHITE 1.243 0.509 2.441 0.015
LUNCH -1.137 0.658 -1.728 0.084
CAVLUNCH -1.186 1.919 -0.618 0.537
CAVTOC1F 0.390 1.055 0.370 0.711
Intercepts
C#1 -9.597 2.236 -4.291 0.000
C#3 -5.142 3.831 -1.342 0.180
C#4 1.936 1.245 1.555 0.120
C#5 0.614 2.017 0.304 0.761
Parameterization using Reference Class 3
C#1 ON
INTGROUP 0.452 0.834 0.542 0.588
MALE 1.689 1.633 1.034 0.301
WHITE -0.398 0.847 -0.469 0.639
LUNCH 0.322 1.105 0.291 0.771
CAVLUNCH 2.976 2.100 1.417 0.157
CAVTOC1F -0.033 0.743 -0.044 0.965
C#2 ON
INTGROUP -0.621 0.987 -0.629 0.529
MALE -0.159 0.970 -0.164 0.870
WHITE -1.040 0.973 -1.069 0.285
LUNCH 0.622 0.795 0.783 0.433
CAVLUNCH 0.879 0.889 0.988 0.323
CAVTOC1F -2.667 1.189 -2.242 0.025
C#4 ON
INTGROUP -0.639 1.201 -0.532 0.595
MALE -0.821 0.856 -0.959 0.338
WHITE -1.063 0.768 -1.385 0.166
LUNCH -0.474 0.792 -0.599 0.549
CAVLUNCH 3.564 1.180 3.021 0.003
CAVTOC1F -4.252 1.447 -2.939 0.003
C#5 ON
INTGROUP -1.325 0.619 -2.140 0.032
MALE -0.664 0.725 -0.917 0.359
WHITE 0.203 0.817 0.248 0.804
LUNCH -0.514 0.737 -0.698 0.485
CAVLUNCH -0.307 1.981 -0.155 0.877
CAVTOC1F -2.276 1.623 -1.402 0.161
Intercepts
C#1 -4.454 3.189 -1.397 0.162
C#2 5.142 3.831 1.342 0.180
C#4 7.078 3.885 1.822 0.068
C#5 5.756 3.384 1.701 0.089
Parameterization using Reference Class 4
C#1 ON
INTGROUP 1.091 1.010 1.081 0.280
MALE 2.510 1.353 1.855 0.064
WHITE 0.666 1.418 0.469 0.639
LUNCH 0.796 0.893 0.891 0.373
CAVLUNCH -0.589 1.550 -0.380 0.704
CAVTOC1F 4.219 1.079 3.910 0.000
C#2 ON
INTGROUP 0.018 0.542 0.033 0.974
MALE 0.662 0.570 1.162 0.245
WHITE 0.023 1.029 0.023 0.982
LUNCH 1.097 0.582 1.885 0.059
CAVLUNCH -2.685 0.929 -2.891 0.004
CAVTOC1F 1.585 0.592 2.679 0.007
C#3 ON
INTGROUP 0.639 1.201 0.532 0.595
MALE 0.821 0.856 0.959 0.338
WHITE 1.063 0.768 1.385 0.166
LUNCH 0.474 0.792 0.599 0.549
CAVLUNCH -3.564 1.180 -3.021 0.003
CAVTOC1F 4.252 1.447 2.939 0.003
C#5 ON
INTGROUP -0.686 0.740 -0.926 0.354
MALE 0.157 1.050 0.149 0.881
WHITE 1.266 1.000 1.266 0.205
LUNCH -0.040 0.972 -0.041 0.967
CAVLUNCH -3.871 2.081 -1.860 0.063
CAVTOC1F 1.976 1.222 1.616 0.106
Intercepts
C#1 -11.532 2.507 -4.600 0.000
C#2 -1.936 1.245 -1.555 0.120
C#3 -7.078 3.885 -1.822 0.068
C#5 -1.322 2.534 -0.522 0.602
STANDARDIZED MODEL RESULTS
STDYX Standardization
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
I BY
Y1 0.829 0.074 11.235 0.000
Y2 0.885 0.109 8.104 0.000
Y3 0.809 0.189 4.286 0.000
Y4 0.834 0.199 4.183 0.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 0.403 0.067 6.008 0.000
Y3 0.737 0.087 8.518 0.000
Y4 1.139 0.129 8.807 0.000
I ON
INTGROUP -0.198 0.052 -3.779 0.000
MALE 0.026 0.032 0.809 0.419
WHITE -0.063 0.039 -1.599 0.110
LUNCH -0.006 0.030 -0.187 0.851
CAVLUNCH -0.085 0.034 -2.549 0.011
CAVTOC1F 0.107 0.067 1.604 0.109
S ON
INTGROUP -0.009 0.146 -0.060 0.952
MALE 0.024 0.048 0.509 0.611
WHITE 0.043 0.096 0.448 0.654
LUNCH -0.039 0.045 -0.879 0.380
CAVLUNCH 0.160 0.093 1.718 0.086
CAVTOC1F -0.307 0.240 -1.277 0.201
S WITH
I -0.789 0.113 -6.978 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 5.790 1.338 4.327 0.000
S 0.854 1.070 0.798 0.425
Residual Variances
Y1 0.313 0.122 2.554 0.011
Y2 0.623 0.071 8.832 0.000
Y3 0.753 0.086 8.748 0.000
Y4 0.522 0.192 2.725 0.006
I 0.926 0.040 23.348 0.000
S 0.901 0.112 8.057 0.000
Latent Class 2
I BY
Y1 0.826 0.074 11.111 0.000
Y2 0.870 0.111 7.865 0.000
Y3 0.789 0.189 4.182 0.000
Y4 0.808 0.200 4.050 0.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 0.395 0.062 6.381 0.000
Y3 0.717 0.087 8.214 0.000
Y4 1.101 0.139 7.916 0.000
I ON
INTGROUP -0.197 0.052 -3.779 0.000
MALE 0.036 0.045 0.807 0.420
WHITE -0.060 0.038 -1.597 0.110
LUNCH -0.006 0.032 -0.187 0.852
CAVLUNCH -0.117 0.046 -2.542 0.011
CAVTOC1F 0.078 0.049 1.581 0.114
S ON
INTGROUP -0.009 0.146 -0.060 0.952
MALE 0.034 0.067 0.509 0.611
WHITE 0.041 0.092 0.450 0.653
LUNCH -0.043 0.048 -0.887 0.375
CAVLUNCH 0.220 0.125 1.752 0.080
CAVTOC1F -0.224 0.176 -1.274 0.203
S WITH
I -0.789 0.113 -6.978 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 3.338 0.619 5.395 0.000
S 1.067 1.176 0.907 0.364
Residual Variances
Y1 0.317 0.123 2.578 0.010
Y2 0.615 0.068 9.081 0.000
Y3 0.732 0.092 7.917 0.000
Y4 0.501 0.190 2.634 0.008
I 0.945 0.030 31.710 0.000
S 0.926 0.107 8.620 0.000
Latent Class 3
I BY
Y1 0.825 0.075 11.041 0.000
Y2 0.869 0.111 7.822 0.000
Y3 0.789 0.190 4.159 0.000
Y4 0.811 0.200 4.055 0.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 0.393 0.062 6.312 0.000
Y3 0.714 0.090 7.931 0.000
Y4 1.100 0.139 7.938 0.000
I ON
INTGROUP -0.191 0.051 -3.751 0.000
MALE 0.036 0.045 0.806 0.420
WHITE -0.084 0.052 -1.593 0.111
LUNCH -0.006 0.032 -0.187 0.852
CAVLUNCH -0.112 0.044 -2.525 0.012
CAVTOC1F 0.091 0.058 1.581 0.114
S ON
INTGROUP -0.008 0.141 -0.060 0.952
MALE 0.034 0.067 0.508 0.612
WHITE 0.058 0.128 0.449 0.653
LUNCH -0.043 0.048 -0.890 0.373
CAVLUNCH 0.210 0.123 1.708 0.088
CAVTOC1F -0.262 0.208 -1.258 0.208
S WITH
I -0.789 0.113 -6.978 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 3.351 0.627 5.343 0.000
S 1.074 1.194 0.900 0.368
Residual Variances
Y1 0.319 0.123 2.581 0.010
Y2 0.618 0.068 9.063 0.000
Y3 0.737 0.090 8.151 0.000
Y4 0.508 0.189 2.680 0.007
I 0.952 0.027 35.819 0.000
S 0.939 0.088 10.722 0.000
Latent Class 4
I BY
Y1 1.069 0.079 13.458 0.000
Y2 0.858 0.090 9.568 0.000
Y3 0.795 0.144 5.515 0.000
Y4 0.649 0.151 4.293 0.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 0.505 0.083 6.104 0.000
Y3 0.935 0.090 10.370 0.000
Y4 1.145 0.098 11.650 0.000
I ON
INTGROUP -0.431 0.082 -5.256 0.000
MALE 0.074 0.086 0.858 0.391
WHITE -0.092 0.052 -1.746 0.081
LUNCH -0.012 0.065 -0.191 0.849
CAVLUNCH -0.203 0.081 -2.503 0.012
CAVTOC1F 0.135 0.079 1.703 0.089
S ON
INTGROUP -0.015 0.243 -0.060 0.952
MALE 0.054 0.103 0.523 0.601
WHITE 0.049 0.110 0.443 0.658
LUNCH -0.068 0.083 -0.820 0.412
CAVLUNCH 0.293 0.126 2.332 0.020
CAVTOC1F -0.299 0.188 -1.588 0.112
S WITH
I -0.700 0.096 -7.324 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 4.272 0.734 5.821 0.000
S 1.523 1.251 1.218 0.223
Residual Variances
Y1 -0.143 999.000 999.000 999.000
Y2 0.538 0.087 6.212 0.000
Y3 0.402 0.143 2.800 0.005
Y4 0.175 0.204 0.860 0.390
I 0.758 0.095 8.000 0.000
S 0.816 0.232 3.525 0.000
Latent Class 5
I BY
Y1 1.067 0.077 13.919 0.000
Y2 0.873 0.089 9.769 0.000
Y3 0.830 0.137 6.052 0.000
Y4 0.690 0.137 5.023 0.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 0.490 0.064 7.698 0.000
Y3 0.932 0.073 12.690 0.000
Y4 1.162 0.105 11.085 0.000
I ON
INTGROUP -0.439 0.083 -5.270 0.000
MALE 0.076 0.089 0.857 0.392
WHITE -0.177 0.100 -1.764 0.078
LUNCH -0.010 0.054 -0.190 0.849
CAVLUNCH -0.193 0.077 -2.493 0.013
CAVTOC1F 0.154 0.090 1.712 0.087
S ON
INTGROUP -0.016 0.260 -0.060 0.952
MALE 0.058 0.113 0.514 0.607
WHITE 0.098 0.220 0.447 0.655
LUNCH -0.059 0.071 -0.831 0.406
CAVLUNCH 0.292 0.140 2.088 0.037
CAVTOC1F -0.358 0.244 -1.464 0.143
S WITH
I -0.700 0.096 -7.324 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 4.212 0.729 5.778 0.000
S 1.574 1.373 1.146 0.252
Residual Variances
Y1 -0.138 999.000 999.000 999.000
Y2 0.541 0.085 6.382 0.000
Y3 0.426 0.127 3.365 0.001
Y4 0.193 0.206 0.935 0.350
I 0.737 0.094 7.851 0.000
S 0.871 0.144 6.034 0.000
STDY Standardization
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
I BY
Y1 0.829 0.074 11.235 0.000
Y2 0.885 0.109 8.104 0.000
Y3 0.809 0.189 4.286 0.000
Y4 0.834 0.199 4.183 0.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 0.403 0.067 6.008 0.000
Y3 0.737 0.087 8.518 0.000
Y4 1.139 0.129 8.807 0.000
I ON
INTGROUP -0.412 0.108 -3.809 0.000
MALE 0.072 0.089 0.809 0.418
WHITE -0.166 0.103 -1.601 0.109
LUNCH -0.012 0.066 -0.187 0.851
CAVLUNCH -0.326 0.128 -2.559 0.011
CAVTOC1F 0.219 0.136 1.606 0.108
S ON
INTGROUP -0.018 0.303 -0.060 0.952
MALE 0.067 0.132 0.509 0.611
WHITE 0.113 0.253 0.448 0.654
LUNCH -0.087 0.099 -0.879 0.379
CAVLUNCH 0.610 0.354 1.721 0.085
CAVTOC1F -0.626 0.490 -1.279 0.201
S WITH
I -0.789 0.113 -6.978 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 5.790 1.338 4.327 0.000
S 0.854 1.070 0.798 0.425
Residual Variances
Y1 0.313 0.122 2.554 0.011
Y2 0.623 0.071 8.832 0.000
Y3 0.753 0.086 8.748 0.000
Y4 0.522 0.192 2.725 0.006
I 0.926 0.040 23.348 0.000
S 0.901 0.112 8.057 0.000
Latent Class 2
I BY
Y1 0.826 0.074 11.111 0.000
Y2 0.870 0.111 7.865 0.000
Y3 0.789 0.189 4.182 0.000
Y4 0.808 0.200 4.050 0.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 0.395 0.062 6.381 0.000
Y3 0.717 0.087 8.214 0.000
Y4 1.101 0.139 7.916 0.000
I ON
INTGROUP -0.416 0.109 -3.810 0.000
MALE 0.072 0.090 0.807 0.420
WHITE -0.167 0.105 -1.600 0.110
LUNCH -0.012 0.066 -0.187 0.852
CAVLUNCH -0.330 0.129 -2.552 0.011
CAVTOC1F 0.221 0.140 1.583 0.113
S ON
INTGROUP -0.018 0.307 -0.060 0.952
MALE 0.068 0.134 0.509 0.611
WHITE 0.115 0.255 0.450 0.653
LUNCH -0.088 0.099 -0.887 0.375
CAVLUNCH 0.618 0.352 1.755 0.079
CAVTOC1F -0.635 0.498 -1.275 0.202
S WITH
I -0.789 0.113 -6.978 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 3.338 0.619 5.395 0.000
S 1.067 1.176 0.907 0.364
Residual Variances
Y1 0.317 0.123 2.578 0.010
Y2 0.615 0.068 9.081 0.000
Y3 0.732 0.092 7.917 0.000
Y4 0.501 0.190 2.634 0.008
I 0.945 0.030 31.710 0.000
S 0.926 0.107 8.620 0.000
Latent Class 3
I BY
Y1 0.825 0.075 11.041 0.000
Y2 0.869 0.111 7.822 0.000
Y3 0.789 0.190 4.159 0.000
Y4 0.811 0.200 4.055 0.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 0.393 0.062 6.312 0.000
Y3 0.714 0.090 7.931 0.000
Y4 1.100 0.139 7.938 0.000
I ON
INTGROUP -0.418 0.110 -3.782 0.000
MALE 0.073 0.090 0.807 0.420
WHITE -0.168 0.105 -1.595 0.111
LUNCH -0.012 0.067 -0.187 0.852
CAVLUNCH -0.331 0.131 -2.535 0.011
CAVTOC1F 0.222 0.140 1.583 0.113
S ON
INTGROUP -0.018 0.309 -0.060 0.952
MALE 0.069 0.135 0.508 0.612
WHITE 0.116 0.257 0.449 0.653
LUNCH -0.089 0.100 -0.891 0.373
CAVLUNCH 0.622 0.364 1.711 0.087
CAVTOC1F -0.639 0.507 -1.259 0.208
S WITH
I -0.789 0.113 -6.978 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 3.351 0.627 5.343 0.000
S 1.074 1.194 0.900 0.368
Residual Variances
Y1 0.319 0.123 2.581 0.010
Y2 0.618 0.068 9.063 0.000
Y3 0.737 0.090 8.151 0.000
Y4 0.508 0.189 2.680 0.007
I 0.952 0.027 35.819 0.000
S 0.939 0.088 10.722 0.000
Latent Class 4
I BY
Y1 1.069 0.079 13.458 0.000
Y2 0.858 0.090 9.568 0.000
Y3 0.795 0.144 5.515 0.000
Y4 0.649 0.151 4.293 0.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 0.505 0.083 6.104 0.000
Y3 0.935 0.090 10.370 0.000
Y4 1.145 0.098 11.650 0.000
I ON
INTGROUP -0.892 0.168 -5.317 0.000
MALE 0.155 0.181 0.859 0.391
WHITE -0.359 0.205 -1.750 0.080
LUNCH -0.027 0.140 -0.191 0.849
CAVLUNCH -0.707 0.281 -2.512 0.012
CAVTOC1F 0.473 0.277 1.706 0.088
S ON
INTGROUP -0.030 0.503 -0.060 0.952
MALE 0.113 0.216 0.523 0.601
WHITE 0.190 0.429 0.443 0.658
LUNCH -0.146 0.178 -0.820 0.412
CAVLUNCH 1.022 0.437 2.339 0.019
CAVTOC1F -1.049 0.660 -1.590 0.112
S WITH
I -0.700 0.096 -7.324 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 4.272 0.734 5.821 0.000
S 1.523 1.251 1.218 0.223
Residual Variances
Y1 999.000 999.000 999.000 999.000
Y2 0.538 0.087 6.212 0.000
Y3 0.402 0.143 2.800 0.005
Y4 0.175 0.204 0.860 0.390
I 0.758 0.095 8.000 0.000
S 0.816 0.232 3.525 0.000
Latent Class 5
I BY
Y1 1.067 0.077 13.919 0.000
Y2 0.873 0.089 9.769 0.000
Y3 0.830 0.137 6.052 0.000
Y4 0.690 0.137 5.023 0.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 0.490 0.064 7.698 0.000
Y3 0.932 0.073 12.690 0.000
Y4 1.162 0.105 11.085 0.000
I ON
INTGROUP -0.879 0.165 -5.324 0.000
MALE 0.153 0.178 0.857 0.391
WHITE -0.353 0.200 -1.768 0.077
LUNCH -0.026 0.138 -0.190 0.849
CAVLUNCH -0.697 0.278 -2.502 0.012
CAVTOC1F 0.467 0.272 1.715 0.086
S ON
INTGROUP -0.031 0.521 -0.060 0.952
MALE 0.117 0.227 0.514 0.607
WHITE 0.196 0.439 0.447 0.655
LUNCH -0.151 0.181 -0.831 0.406
CAVLUNCH 1.056 0.504 2.094 0.036
CAVTOC1F -1.084 0.740 -1.466 0.143
S WITH
I -0.700 0.096 -7.324 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 4.212 0.729 5.778 0.000
S 1.574 1.373 1.146 0.252
Residual Variances
Y1 999.000 999.000 999.000 999.000
Y2 0.541 0.085 6.382 0.000
Y3 0.426 0.127 3.365 0.001
Y4 0.193 0.206 0.935 0.350
I 0.737 0.094 7.851 0.000
S 0.871 0.144 6.034 0.000
STD Standardization
Two-Tailed
Estimate S.E. Est./S.E. P-Value
Latent Class 1
I BY
Y1 0.666 0.110 6.068 0.000
Y2 0.666 0.110 6.068 0.000
Y3 0.666 0.110 6.068 0.000
Y4 0.666 0.110 6.068 0.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 0.303 0.028 10.996 0.000
Y3 0.606 0.055 10.996 0.000
Y4 0.909 0.083 10.996 0.000
I ON
INTGROUP -0.412 0.108 -3.809 0.000
MALE 0.072 0.089 0.809 0.418
WHITE -0.166 0.103 -1.601 0.109
LUNCH -0.012 0.066 -0.187 0.851
CAVLUNCH -0.326 0.128 -2.559 0.011
CAVTOC1F 0.219 0.136 1.606 0.108
S ON
INTGROUP -0.018 0.303 -0.060 0.952
MALE 0.067 0.132 0.509 0.611
WHITE 0.113 0.253 0.448 0.654
LUNCH -0.087 0.099 -0.879 0.379
CAVLUNCH 0.610 0.354 1.721 0.085
CAVTOC1F -0.626 0.490 -1.279 0.201
S WITH
I -0.789 0.113 -6.978 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 5.790 1.338 4.327 0.000
S 0.854 1.070 0.798 0.425
Residual Variances
Y1 0.202 0.095 2.129 0.033
Y2 0.353 0.082 4.289 0.000
Y3 0.510 0.111 4.577 0.000
Y4 0.333 0.125 2.672 0.008
I 0.926 0.040 23.348 0.000
S 0.901 0.112 8.057 0.000
Latent Class 2
I BY
Y1 0.659 0.110 5.998 0.000
Y2 0.659 0.110 5.998 0.000
Y3 0.659 0.110 5.998 0.000
Y4 0.659 0.110 5.998 0.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 0.299 0.027 11.248 0.000
Y3 0.598 0.053 11.248 0.000
Y4 0.897 0.080 11.248 0.000
I ON
INTGROUP -0.416 0.109 -3.810 0.000
MALE 0.072 0.090 0.807 0.420
WHITE -0.167 0.105 -1.600 0.110
LUNCH -0.012 0.066 -0.187 0.852
CAVLUNCH -0.330 0.129 -2.552 0.011
CAVTOC1F 0.221 0.140 1.583 0.113
S ON
INTGROUP -0.018 0.307 -0.060 0.952
MALE 0.068 0.134 0.509 0.611
WHITE 0.115 0.255 0.450 0.653
LUNCH -0.088 0.099 -0.887 0.375
CAVLUNCH 0.618 0.352 1.755 0.079
CAVTOC1F -0.635 0.498 -1.275 0.202
S WITH
I -0.789 0.113 -6.978 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 3.338 0.619 5.395 0.000
S 1.067 1.176 0.907 0.364
Residual Variances
Y1 0.202 0.095 2.129 0.033
Y2 0.353 0.082 4.289 0.000
Y3 0.510 0.111 4.577 0.000
Y4 0.333 0.125 2.672 0.008
I 0.945 0.030 31.710 0.000
S 0.926 0.107 8.620 0.000
Latent Class 3
I BY
Y1 0.657 0.111 5.931 0.000
Y2 0.657 0.111 5.931 0.000
Y3 0.657 0.111 5.931 0.000
Y4 0.657 0.111 5.931 0.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 0.297 0.027 11.094 0.000
Y3 0.594 0.054 11.094 0.000
Y4 0.891 0.080 11.094 0.000
I ON
INTGROUP -0.418 0.110 -3.782 0.000
MALE 0.073 0.090 0.807 0.420
WHITE -0.168 0.105 -1.595 0.111
LUNCH -0.012 0.067 -0.187 0.852
CAVLUNCH -0.331 0.131 -2.535 0.011
CAVTOC1F 0.222 0.140 1.583 0.113
S ON
INTGROUP -0.018 0.309 -0.060 0.952
MALE 0.069 0.135 0.508 0.612
WHITE 0.116 0.257 0.449 0.653
LUNCH -0.089 0.100 -0.891 0.373
CAVLUNCH 0.622 0.364 1.711 0.087
CAVTOC1F -0.639 0.507 -1.259 0.208
S WITH
I -0.789 0.113 -6.978 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 3.351 0.627 5.343 0.000
S 1.074 1.194 0.900 0.368
Residual Variances
Y1 0.202 0.095 2.129 0.033
Y2 0.353 0.082 4.289 0.000
Y3 0.510 0.111 4.577 0.000
Y4 0.333 0.125 2.672 0.008
I 0.952 0.027 35.819 0.000
S 0.939 0.088 10.722 0.000
Latent Class 4
I BY
Y1 0.307 0.037 8.375 0.000
Y2 0.307 0.037 8.375 0.000
Y3 0.307 0.037 8.375 0.000
Y4 0.307 0.037 8.375 0.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 0.181 0.039 4.611 0.000
Y3 0.362 0.078 4.611 0.000
Y4 0.543 0.118 4.611 0.000
I ON
INTGROUP -0.892 0.168 -5.317 0.000
MALE 0.155 0.181 0.859 0.391
WHITE -0.359 0.205 -1.750 0.080
LUNCH -0.027 0.140 -0.191 0.849
CAVLUNCH -0.707 0.281 -2.512 0.012
CAVTOC1F 0.473 0.277 1.706 0.088
S ON
INTGROUP -0.030 0.503 -0.060 0.952
MALE 0.113 0.216 0.523 0.601
WHITE 0.190 0.429 0.443 0.658
LUNCH -0.146 0.178 -0.820 0.412
CAVLUNCH 1.022 0.437 2.339 0.019
CAVTOC1F -1.049 0.660 -1.590 0.112
S WITH
I -0.700 0.096 -7.324 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 4.272 0.734 5.821 0.000
S 1.523 1.251 1.218 0.223
Residual Variances
Y1 -0.012 999.000 999.000 999.000
Y2 0.069 0.025 2.776 0.006
Y3 0.060 0.019 3.111 0.002
Y4 0.039 0.036 1.080 0.280
I 0.758 0.095 8.000 0.000
S 0.816 0.232 3.525 0.000
Latent Class 5
I BY
Y1 0.312 0.037 8.357 0.000
Y2 0.312 0.037 8.357 0.000
Y3 0.312 0.037 8.357 0.000
Y4 0.312 0.037 8.357 0.000
S BY
Y1 0.000 0.000 999.000 999.000
Y2 0.175 0.030 5.879 0.000
Y3 0.350 0.060 5.879 0.000
Y4 0.525 0.089 5.879 0.000
I ON
INTGROUP -0.879 0.165 -5.324 0.000
MALE 0.153 0.178 0.857 0.391
WHITE -0.353 0.200 -1.768 0.077
LUNCH -0.026 0.138 -0.190 0.849
CAVLUNCH -0.697 0.278 -2.502 0.012
CAVTOC1F 0.467 0.272 1.715 0.086
S ON
INTGROUP -0.031 0.521 -0.060 0.952
MALE 0.117 0.227 0.514 0.607
WHITE 0.196 0.439 0.447 0.655
LUNCH -0.151 0.181 -0.831 0.406
CAVLUNCH 1.056 0.504 2.094 0.036
CAVTOC1F -1.084 0.740 -1.466 0.143
S WITH
I -0.700 0.096 -7.324 0.000
Intercepts
Y1 0.000 0.000 999.000 999.000
Y2 0.000 0.000 999.000 999.000
Y3 0.000 0.000 999.000 999.000
Y4 0.000 0.000 999.000 999.000
I 4.212 0.729 5.778 0.000
S 1.574 1.373 1.146 0.252
Residual Variances
Y1 -0.012 999.000 999.000 999.000
Y2 0.069 0.025 2.776 0.006
Y3 0.060 0.019 3.111 0.002
Y4 0.039 0.036 1.080 0.280
I 0.737 0.094 7.851 0.000
S 0.871 0.144 6.034 0.000
R-SQUARE
Class 1
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
Y1 0.687 0.122 5.617 0.000
Y2 0.377 0.071 5.338 0.000
Y3 0.247 0.086 2.866 0.004
Y4 0.478 0.192 2.493 0.013
Latent Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
I 0.074 0.040 1.871 0.061
S 0.099 0.112 0.884 0.377
Class 2
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
Y1 0.683 0.123 5.555 0.000
Y2 0.385 0.068 5.690 0.000
Y3 0.268 0.092 2.903 0.004
Y4 0.499 0.190 2.623 0.009
Latent Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
I 0.055 0.030 1.844 0.065
S 0.074 0.107 0.694 0.488
Class 3
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
Y1 0.681 0.123 5.520 0.000
Y2 0.382 0.068 5.611 0.000
Y3 0.263 0.090 2.915 0.004
Y4 0.492 0.189 2.597 0.009
Latent Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
I 0.048 0.027 1.804 0.071
S 0.061 0.088 0.702 0.483
Class 4
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
Y1 Undefined 0.11426E+01
Y2 0.462 0.087 5.343 0.000
Y3 0.598 0.143 4.170 0.000
Y4 0.825 0.204 4.045 0.000
Latent Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
I 0.242 0.095 2.548 0.011
S 0.184 0.232 0.793 0.428
Class 5
Observed Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
Y1 Undefined 0.11381E+01
Y2 0.459 0.085 5.413 0.000
Y3 0.574 0.127 4.537 0.000
Y4 0.807 0.206 3.915 0.000
Latent Two-Tailed
Variable Estimate S.E. Est./S.E. P-Value
I 0.263 0.094 2.797 0.005
S 0.129 0.144 0.890 0.374
QUALITY OF NUMERICAL RESULTS
Condition Number for the Information Matrix 0.216E-06
(ratio of smallest to largest eigenvalue)
RESIDUAL OUTPUT
ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 1
Model Estimated Means
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 3.864 3.837 3.809 3.781 0.636
Model Estimated Means
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0.844 0.174 0.719 0.686 2.183
Residuals for Means
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 0.026 -0.091 -0.324 0.118 0.000
Residuals for Means
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
Model Estimated Covariances
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 0.645
Y2 0.282 0.566
Y3 0.121 0.144 0.677
Y4 -0.040 0.075 0.190 0.638
INTGROUP -0.081 -0.048 -0.014 0.019 0.232
MALE -0.005 0.001 0.007 0.014 0.025
WHITE 0.010 -0.001 -0.011 -0.021 -0.037
LUNCH 0.015 0.012 0.009 0.005 -0.067
CAVLUNCH -0.001 0.007 0.016 0.024 -0.033
CAVTOC1F 0.082 0.041 -0.001 -0.043 -0.208
Model Estimated Covariances
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0.131
WHITE 0.012 0.144
LUNCH 0.037 0.001 0.202
CAVLUNCH -0.004 -0.035 0.036 0.069
CAVTOC1F -0.027 0.048 0.030 0.013 0.240
Residuals for Covariances
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 0.421
Y2 -0.487 0.347
Y3 -0.141 -0.502 0.275
Y4 -0.564 -0.800 0.036 0.049
INTGROUP -0.053 0.578 -0.172 -0.205 0.000
MALE 0.049 -0.059 0.122 0.090 0.000
WHITE 0.022 -0.096 -0.085 -0.086 0.000
LUNCH 0.047 -0.360 0.168 0.212 0.000
CAVLUNCH 0.010 -0.158 0.021 -0.017 0.000
CAVTOC1F 0.053 -0.490 0.146 0.154 0.000
Residuals for Covariances
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0.000
WHITE 0.000 0.000
LUNCH 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 2
Model Estimated Means
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 2.174 2.237 2.300 2.364 0.658
Model Estimated Means
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0.504 0.152 0.627 0.533 1.843
Residuals for Means
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 -0.053 0.001 -0.211 0.040 0.000
Residuals for Means
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
Model Estimated Covariances
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 0.636
Y2 0.283 0.574
Y3 0.132 0.159 0.697
Y4 -0.020 0.097 0.215 0.665
INTGROUP -0.061 -0.062 -0.063 -0.063 0.225
MALE 0.007 0.015 0.023 0.031 0.000
WHITE -0.010 -0.010 -0.010 -0.011 0.025
LUNCH -0.011 0.002 0.015 0.028 -0.035
CAVLUNCH -0.011 0.004 0.019 0.033 -0.030
CAVTOC1F 0.022 0.001 -0.021 -0.043 -0.022
Model Estimated Covariances
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0.250
WHITE 0.026 0.129
LUNCH 0.007 -0.057 0.234
CAVLUNCH -0.001 -0.059 0.124 0.126
CAVTOC1F -0.012 -0.023 0.011 0.018 0.125
Residuals for Covariances
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 -0.202
Y2 -0.131 -0.074
Y3 -0.280 -0.504 0.081
Y4 -0.100 -0.218 0.019 0.155
INTGROUP 0.050 0.129 -0.146 -0.041 0.000
MALE 0.018 -0.060 -0.056 0.048 0.000
WHITE 0.053 0.074 0.004 0.062 0.000
LUNCH 0.007 -0.009 0.028 -0.038 0.000
CAVLUNCH -0.027 -0.042 0.074 0.002 0.000
CAVTOC1F 0.038 0.038 -0.127 -0.122 0.000
Residuals for Covariances
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0.000
WHITE 0.000 0.000
LUNCH 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 3
Model Estimated Means
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 2.215 2.207 2.199 2.191 0.702
Model Estimated Means
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0.555 0.452 0.375 0.358 2.142
Residuals for Means
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 0.022 0.122 -0.268 0.067 0.000
Residuals for Means
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
Model Estimated Covariances
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 0.633
Y2 0.281 0.571
Y3 0.130 0.156 0.692
Y4 -0.020 0.094 0.208 0.656
INTGROUP -0.058 -0.053 -0.049 -0.045 0.209
MALE 0.003 0.011 0.019 0.027 0.018
WHITE -0.018 -0.021 -0.023 -0.026 0.043
LUNCH 0.008 0.006 0.005 0.003 -0.053
CAVLUNCH 0.009 0.014 0.018 0.023 -0.063
CAVTOC1F 0.033 0.009 -0.015 -0.038 -0.074
Model Estimated Covariances
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0.247
WHITE 0.044 0.248
LUNCH -0.028 -0.095 0.234
CAVLUNCH -0.018 -0.094 0.103 0.114
CAVTOC1F -0.022 -0.016 0.058 0.056 0.168
Residuals for Covariances
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 0.067
Y2 -0.055 -0.106
Y3 -0.070 -0.096 -0.224
Y4 0.075 -0.183 0.124 -0.150
INTGROUP 0.004 0.062 -0.013 -0.079 0.000
MALE 0.055 0.066 -0.058 -0.121 0.000
WHITE 0.024 0.016 -0.035 -0.083 0.000
LUNCH -0.020 -0.044 -0.054 0.066 0.000
CAVLUNCH -0.017 -0.048 -0.035 0.005 0.000
CAVTOC1F 0.020 0.006 0.023 0.136 0.000
Residuals for Covariances
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0.000
WHITE 0.000 0.000
LUNCH 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 4
Model Estimated Means
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 1.232 1.311 1.389 1.468 0.628
Model Estimated Means
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0.346 0.070 0.675 0.724 1.680
Residuals for Means
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 0.011 -0.022 -0.021 0.026 0.000
Residuals for Means
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
Model Estimated Covariances
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 0.083
Y2 0.061 0.128
Y3 0.027 0.058 0.150
Y4 -0.007 0.057 0.121 0.225
INTGROUP -0.061 -0.070 -0.078 -0.086 0.234
MALE 0.018 0.021 0.024 0.027 -0.021
WHITE 0.000 -0.003 -0.005 -0.007 0.009
LUNCH -0.022 -0.011 0.001 0.012 0.007
CAVLUNCH -0.020 -0.005 0.010 0.025 0.002
CAVTOC1F 0.005 -0.014 -0.032 -0.051 0.039
Model Estimated Covariances
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0.226
WHITE 0.037 0.065
LUNCH -0.039 -0.045 0.219
CAVLUNCH -0.026 -0.030 0.086 0.082
CAVTOC1F -0.003 0.006 -0.019 -0.019 0.081
Residuals for Covariances
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 -0.005
Y2 -0.011 -0.024
Y3 -0.015 -0.079 0.022
Y4 0.003 -0.071 0.094 0.078
INTGROUP 0.011 0.088 -0.023 -0.078 0.000
MALE 0.000 0.039 -0.012 0.006 0.000
WHITE -0.003 0.026 -0.012 -0.004 0.000
LUNCH 0.001 -0.018 0.079 0.058 0.000
CAVLUNCH -0.006 -0.028 0.022 0.009 0.000
CAVTOC1F 0.006 0.037 -0.001 -0.026 0.000
Residuals for Covariances
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0.000
WHITE 0.000 0.000
LUNCH 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
ESTIMATED MODEL AND RESIDUALS (OBSERVED - ESTIMATED) FOR CLASS 5
Model Estimated Means
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 1.348 1.336 1.323 1.310 0.532
Model Estimated Means
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0.437 0.520 0.192 0.225 1.838
Residuals for Means
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 -0.006 0.071 -0.079 0.028 0.000
Residuals for Means
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
Model Estimated Covariances
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 0.085
Y2 0.063 0.127
Y3 0.028 0.054 0.141
Y4 -0.007 0.050 0.108 0.204
INTGROUP -0.071 -0.068 -0.066 -0.063 0.249
MALE 0.003 0.009 0.014 0.020 0.025
WHITE -0.024 -0.022 -0.020 -0.018 0.030
LUNCH -0.005 -0.002 0.001 0.004 -0.007
CAVLUNCH -0.004 0.001 0.006 0.010 -0.013
CAVTOC1F 0.017 0.001 -0.015 -0.031 -0.026
Model Estimated Covariances
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0.246
WHITE 0.024 0.250
LUNCH 0.020 -0.035 0.155
CAVLUNCH -0.016 -0.056 0.054 0.077
CAVTOC1F -0.018 -0.013 0.012 0.032 0.109
Residuals for Covariances
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 0.007
Y2 0.011 0.015
Y3 -0.037 -0.025 -0.037
Y4 -0.024 -0.013 0.011 -0.048
INTGROUP -0.013 0.000 -0.030 0.015 0.000
MALE -0.007 -0.032 -0.101 -0.098 0.000
WHITE -0.002 -0.021 0.048 0.048 0.000
LUNCH -0.007 0.001 0.026 0.010 0.000
CAVLUNCH 0.000 0.010 0.017 0.012 0.000
CAVTOC1F -0.008 0.018 0.009 -0.030 0.000
Residuals for Covariances
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0.000
WHITE 0.000 0.000
LUNCH 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
RESIDUALS FOR DEPENDENT VARIABLES ARE NOT AVAILABLE FOR MODELS WITH
COVARIATES BECAUSE THE RESIDUAL VALUES VARY AS A FUNCTION OF THE
COVARIATE VALUES.
TECHNICAL 1 OUTPUT
PARAMETER SPECIFICATION FOR LATENT CLASS 1
NU
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
Y1 0 0 0 0 0
Y2 0 0 0 0 0
Y3 0 0 0 0 0
Y4 0 0 0 0 0
INTGROUP 0 0 0 0 0
MALE 0 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
LAMBDA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
Y1 0 0 0
Y2 0 0 0
Y3 0 0 0
Y4 0 0 0
INTGROUP 0 0 0
MALE 0 0 0
WHITE 0 0 0
LUNCH 0 0 0
CAVLUNCH 0 0 0
CAVTOC1F 0 0 0
THETA
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 1
Y2 0 2
Y3 0 0 3
Y4 0 0 0 4
INTGROUP 0 0 0 0 0
MALE 0 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
THETA
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0
WHITE 0 0
LUNCH 0 0 0
CAVLUNCH 0 0 0 0
CAVTOC1F 0 0 0 0 0
ALPHA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
1 5 6 0 0 0
ALPHA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
1 0 0 0
BETA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 0 0 7 8 9
S 0 0 13 14 15
INTGROUP 0 0 0 0 0
MALE 0 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
BETA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
I 10 11 12
S 16 17 18
INTGROUP 0 0 0
MALE 0 0 0
WHITE 0 0 0
LUNCH 0 0 0
CAVLUNCH 0 0 0
CAVTOC1F 0 0 0
PSI
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 19
S 20 21
INTGROUP 0 0 0
MALE 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
PSI
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
LUNCH 0
CAVLUNCH 0 0
CAVTOC1F 0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS 2
NU
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
Y1 0 0 0 0 0
Y2 0 0 0 0 0
Y3 0 0 0 0 0
Y4 0 0 0 0 0
INTGROUP 0 0 0 0 0
MALE 0 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
LAMBDA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
Y1 0 0 0
Y2 0 0 0
Y3 0 0 0
Y4 0 0 0
INTGROUP 0 0 0
MALE 0 0 0
WHITE 0 0 0
LUNCH 0 0 0
CAVLUNCH 0 0 0
CAVTOC1F 0 0 0
THETA
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 1
Y2 0 2
Y3 0 0 3
Y4 0 0 0 4
INTGROUP 0 0 0 0 0
MALE 0 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
THETA
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0
WHITE 0 0
LUNCH 0 0 0
CAVLUNCH 0 0 0 0
CAVTOC1F 0 0 0 0 0
ALPHA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
1 22 23 0 0 0
ALPHA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
1 0 0 0
BETA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 0 0 7 8 9
S 0 0 13 14 15
INTGROUP 0 0 0 0 0
MALE 0 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
BETA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
I 10 11 12
S 16 17 18
INTGROUP 0 0 0
MALE 0 0 0
WHITE 0 0 0
LUNCH 0 0 0
CAVLUNCH 0 0 0
CAVTOC1F 0 0 0
PSI
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 19
S 20 21
INTGROUP 0 0 0
MALE 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
PSI
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
LUNCH 0
CAVLUNCH 0 0
CAVTOC1F 0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS 3
NU
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
Y1 0 0 0 0 0
Y2 0 0 0 0 0
Y3 0 0 0 0 0
Y4 0 0 0 0 0
INTGROUP 0 0 0 0 0
MALE 0 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
LAMBDA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
Y1 0 0 0
Y2 0 0 0
Y3 0 0 0
Y4 0 0 0
INTGROUP 0 0 0
MALE 0 0 0
WHITE 0 0 0
LUNCH 0 0 0
CAVLUNCH 0 0 0
CAVTOC1F 0 0 0
THETA
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 1
Y2 0 2
Y3 0 0 3
Y4 0 0 0 4
INTGROUP 0 0 0 0 0
MALE 0 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
THETA
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0
WHITE 0 0
LUNCH 0 0 0
CAVLUNCH 0 0 0 0
CAVTOC1F 0 0 0 0 0
ALPHA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
1 22 23 0 0 0
ALPHA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
1 0 0 0
BETA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 0 0 7 8 9
S 0 0 13 14 15
INTGROUP 0 0 0 0 0
MALE 0 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
BETA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
I 10 11 12
S 16 17 18
INTGROUP 0 0 0
MALE 0 0 0
WHITE 0 0 0
LUNCH 0 0 0
CAVLUNCH 0 0 0
CAVTOC1F 0 0 0
PSI
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 19
S 20 21
INTGROUP 0 0 0
MALE 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
PSI
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
LUNCH 0
CAVLUNCH 0 0
CAVTOC1F 0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS 4
NU
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
Y1 0 0 0 0 0
Y2 0 0 0 0 0
Y3 0 0 0 0 0
Y4 0 0 0 0 0
INTGROUP 0 0 0 0 0
MALE 0 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
LAMBDA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
Y1 0 0 0
Y2 0 0 0
Y3 0 0 0
Y4 0 0 0
INTGROUP 0 0 0
MALE 0 0 0
WHITE 0 0 0
LUNCH 0 0 0
CAVLUNCH 0 0 0
CAVTOC1F 0 0 0
THETA
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 24
Y2 0 25
Y3 0 0 26
Y4 0 0 0 27
INTGROUP 0 0 0 0 0
MALE 0 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
THETA
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0
WHITE 0 0
LUNCH 0 0 0
CAVLUNCH 0 0 0 0
CAVTOC1F 0 0 0 0 0
ALPHA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
1 28 29 0 0 0
ALPHA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
1 0 0 0
BETA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 0 0 7 8 9
S 0 0 13 14 15
INTGROUP 0 0 0 0 0
MALE 0 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
BETA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
I 10 11 12
S 16 17 18
INTGROUP 0 0 0
MALE 0 0 0
WHITE 0 0 0
LUNCH 0 0 0
CAVLUNCH 0 0 0
CAVTOC1F 0 0 0
PSI
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 30
S 31 32
INTGROUP 0 0 0
MALE 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
PSI
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
LUNCH 0
CAVLUNCH 0 0
CAVTOC1F 0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS 5
NU
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 0 0 0 0 0
NU
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0 0 0 0 0
LAMBDA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
Y1 0 0 0 0 0
Y2 0 0 0 0 0
Y3 0 0 0 0 0
Y4 0 0 0 0 0
INTGROUP 0 0 0 0 0
MALE 0 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
LAMBDA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
Y1 0 0 0
Y2 0 0 0
Y3 0 0 0
Y4 0 0 0
INTGROUP 0 0 0
MALE 0 0 0
WHITE 0 0 0
LUNCH 0 0 0
CAVLUNCH 0 0 0
CAVTOC1F 0 0 0
THETA
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 24
Y2 0 25
Y3 0 0 26
Y4 0 0 0 27
INTGROUP 0 0 0 0 0
MALE 0 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
THETA
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0
WHITE 0 0
LUNCH 0 0 0
CAVLUNCH 0 0 0 0
CAVTOC1F 0 0 0 0 0
ALPHA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
1 28 29 0 0 0
ALPHA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
1 0 0 0
BETA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 0 0 7 8 9
S 0 0 13 14 15
INTGROUP 0 0 0 0 0
MALE 0 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
BETA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
I 10 11 12
S 16 17 18
INTGROUP 0 0 0
MALE 0 0 0
WHITE 0 0 0
LUNCH 0 0 0
CAVLUNCH 0 0 0
CAVTOC1F 0 0 0
PSI
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 30
S 31 32
INTGROUP 0 0 0
MALE 0 0 0 0
WHITE 0 0 0 0 0
LUNCH 0 0 0 0 0
CAVLUNCH 0 0 0 0 0
CAVTOC1F 0 0 0 0 0
PSI
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
LUNCH 0
CAVLUNCH 0 0
CAVTOC1F 0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR MODEL PART
TAU(U) FOR LATENT CLASS 1
U3$1 U4$1 U5$1 U6$1 U7$1
________ ________ ________ ________ ________
1 33 34 35 36 37
TAU(U) FOR LATENT CLASS 2
U3$1 U4$1 U5$1 U6$1 U7$1
________ ________ ________ ________ ________
1 33 34 35 36 37
TAU(U) FOR LATENT CLASS 3
U3$1 U4$1 U5$1 U6$1 U7$1
________ ________ ________ ________ ________
1 0 0 0 0 0
TAU(U) FOR LATENT CLASS 4
U3$1 U4$1 U5$1 U6$1 U7$1
________ ________ ________ ________ ________
1 33 34 35 36 37
TAU(U) FOR LATENT CLASS 5
U3$1 U4$1 U5$1 U6$1 U7$1
________ ________ ________ ________ ________
1 0 0 0 0 0
PARAMETER SPECIFICATION FOR LATENT CLASS REGRESSION MODEL PART
ALPHA(C)
C#1 C#2 C#3 C#4 C#5
________ ________ ________ ________ ________
1 46 47 48 49 0
GAMMA(C)
INTGROUP MALE WHITE LUNCH CAVLUNCH
________ ________ ________ ________ ________
C#1 50 51 52 53 54
C#2 56 57 58 59 60
C#3 62 63 64 65 66
C#4 68 69 70 71 72
C#5 0 0 0 0 0
GAMMA(C)
CAVTOC1F
________
C#1 55
C#2 61
C#3 67
C#4 73
C#5 0
PARAMETER SPECIFICATION FOR LATENT CLASS INDICATOR GROWTH MODEL PART
LAMBDA(F) FOR LATENT CLASS 1
F
________
U3 0
U4 0
U5 0
U6 0
U7 0
ALPHA(F) FOR LATENT CLASS 1
F
________
1 38
GAMMA(F) FOR LATENT CLASS 1
INTGROUP MALE WHITE LUNCH CAVLUNCH
________ ________ ________ ________ ________
F 39 40 41 42 43
GAMMA(F) FOR LATENT CLASS 1
CAVTOC1F
________
F 44
LAMBDA(F) FOR LATENT CLASS 2
F
________
U3 0
U4 0
U5 0
U6 0
U7 0
ALPHA(F) FOR LATENT CLASS 2
F
________
1 45
GAMMA(F) FOR LATENT CLASS 2
INTGROUP MALE WHITE LUNCH CAVLUNCH
________ ________ ________ ________ ________
F 39 40 41 42 43
GAMMA(F) FOR LATENT CLASS 2
CAVTOC1F
________
F 44
LAMBDA(F) FOR LATENT CLASS 3
F
________
U3 0
U4 0
U5 0
U6 0
U7 0
ALPHA(F) FOR LATENT CLASS 3
F
________
1 0
GAMMA(F) FOR LATENT CLASS 3
INTGROUP MALE WHITE LUNCH CAVLUNCH
________ ________ ________ ________ ________
F 0 0 0 0 0
GAMMA(F) FOR LATENT CLASS 3
CAVTOC1F
________
F 0
LAMBDA(F) FOR LATENT CLASS 4
F
________
U3 0
U4 0
U5 0
U6 0
U7 0
ALPHA(F) FOR LATENT CLASS 4
F
________
1 0
GAMMA(F) FOR LATENT CLASS 4
INTGROUP MALE WHITE LUNCH CAVLUNCH
________ ________ ________ ________ ________
F 39 40 41 42 43
GAMMA(F) FOR LATENT CLASS 4
CAVTOC1F
________
F 44
LAMBDA(F) FOR LATENT CLASS 5
F
________
U3 0
U4 0
U5 0
U6 0
U7 0
ALPHA(F) FOR LATENT CLASS 5
F
________
1 0
GAMMA(F) FOR LATENT CLASS 5
INTGROUP MALE WHITE LUNCH CAVLUNCH
________ ________ ________ ________ ________
F 0 0 0 0 0
GAMMA(F) FOR LATENT CLASS 5
CAVTOC1F
________
F 0
STARTING VALUES FOR LATENT CLASS 1
NU
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
Y1 1.000 0.000 0.000 0.000 0.000
Y2 1.000 1.000 0.000 0.000 0.000
Y3 1.000 2.000 0.000 0.000 0.000
Y4 1.000 3.000 0.000 0.000 0.000
INTGROUP 0.000 0.000 1.000 0.000 0.000
MALE 0.000 0.000 0.000 1.000 0.000
WHITE 0.000 0.000 0.000 0.000 1.000
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
LAMBDA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
Y1 0.000 0.000 0.000
Y2 0.000 0.000 0.000
Y3 0.000 0.000 0.000
Y4 0.000 0.000 0.000
INTGROUP 0.000 0.000 0.000
MALE 0.000 0.000 0.000
WHITE 0.000 0.000 0.000
LUNCH 1.000 0.000 0.000
CAVLUNCH 0.000 1.000 0.000
CAVTOC1F 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 0.439
Y2 0.000 0.382
Y3 0.000 0.000 0.382
Y4 0.000 0.000 0.000 0.465
INTGROUP 0.000 0.000 0.000 0.000 0.000
MALE 0.000 0.000 0.000 0.000 0.000
WHITE 0.000 0.000 0.000 0.000 0.000
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
THETA
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0.000
WHITE 0.000 0.000
LUNCH 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
ALPHA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
1 3.900 0.170 0.000 0.000 0.000
ALPHA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
1 0.000 0.000 0.000
BETA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 0.000 0.000 0.000 0.000 0.000
S 0.000 0.000 0.000 0.000 0.000
INTGROUP 0.000 0.000 0.000 0.000 0.000
MALE 0.000 0.000 0.000 0.000 0.000
WHITE 0.000 0.000 0.000 0.000 0.000
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
BETA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
I 0.000 0.000 0.000
S 0.000 0.000 0.000
INTGROUP 0.000 0.000 0.000
MALE 0.000 0.000 0.000
WHITE 0.000 0.000 0.000
LUNCH 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000
PSI
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 0.050
S 0.000 0.050
INTGROUP 0.000 0.000 0.117
MALE 0.000 0.000 0.000 0.125
WHITE 0.000 0.000 0.000 0.000 0.109
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
PSI
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
LUNCH 0.124
CAVLUNCH 0.000 0.066
CAVTOC1F 0.000 0.000 0.083
STARTING VALUES FOR LATENT CLASS 2
NU
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
Y1 1.000 0.000 0.000 0.000 0.000
Y2 1.000 1.000 0.000 0.000 0.000
Y3 1.000 2.000 0.000 0.000 0.000
Y4 1.000 3.000 0.000 0.000 0.000
INTGROUP 0.000 0.000 1.000 0.000 0.000
MALE 0.000 0.000 0.000 1.000 0.000
WHITE 0.000 0.000 0.000 0.000 1.000
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
LAMBDA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
Y1 0.000 0.000 0.000
Y2 0.000 0.000 0.000
Y3 0.000 0.000 0.000
Y4 0.000 0.000 0.000
INTGROUP 0.000 0.000 0.000
MALE 0.000 0.000 0.000
WHITE 0.000 0.000 0.000
LUNCH 1.000 0.000 0.000
CAVLUNCH 0.000 1.000 0.000
CAVTOC1F 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 0.439
Y2 0.000 0.382
Y3 0.000 0.000 0.382
Y4 0.000 0.000 0.000 0.465
INTGROUP 0.000 0.000 0.000 0.000 0.000
MALE 0.000 0.000 0.000 0.000 0.000
WHITE 0.000 0.000 0.000 0.000 0.000
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
THETA
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0.000
WHITE 0.000 0.000
LUNCH 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
ALPHA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
1 2.100 0.350 0.000 0.000 0.000
ALPHA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
1 0.000 0.000 0.000
BETA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 0.000 0.000 0.000 0.000 0.000
S 0.000 0.000 0.000 0.000 0.000
INTGROUP 0.000 0.000 0.000 0.000 0.000
MALE 0.000 0.000 0.000 0.000 0.000
WHITE 0.000 0.000 0.000 0.000 0.000
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
BETA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
I 0.000 0.000 0.000
S 0.000 0.000 0.000
INTGROUP 0.000 0.000 0.000
MALE 0.000 0.000 0.000
WHITE 0.000 0.000 0.000
LUNCH 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000
PSI
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 0.050
S 0.000 0.050
INTGROUP 0.000 0.000 0.117
MALE 0.000 0.000 0.000 0.125
WHITE 0.000 0.000 0.000 0.000 0.109
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
PSI
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
LUNCH 0.124
CAVLUNCH 0.000 0.066
CAVTOC1F 0.000 0.000 0.083
STARTING VALUES FOR LATENT CLASS 3
NU
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
Y1 1.000 0.000 0.000 0.000 0.000
Y2 1.000 1.000 0.000 0.000 0.000
Y3 1.000 2.000 0.000 0.000 0.000
Y4 1.000 3.000 0.000 0.000 0.000
INTGROUP 0.000 0.000 1.000 0.000 0.000
MALE 0.000 0.000 0.000 1.000 0.000
WHITE 0.000 0.000 0.000 0.000 1.000
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
LAMBDA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
Y1 0.000 0.000 0.000
Y2 0.000 0.000 0.000
Y3 0.000 0.000 0.000
Y4 0.000 0.000 0.000
INTGROUP 0.000 0.000 0.000
MALE 0.000 0.000 0.000
WHITE 0.000 0.000 0.000
LUNCH 1.000 0.000 0.000
CAVLUNCH 0.000 1.000 0.000
CAVTOC1F 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 0.439
Y2 0.000 0.382
Y3 0.000 0.000 0.382
Y4 0.000 0.000 0.000 0.465
INTGROUP 0.000 0.000 0.000 0.000 0.000
MALE 0.000 0.000 0.000 0.000 0.000
WHITE 0.000 0.000 0.000 0.000 0.000
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
THETA
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0.000
WHITE 0.000 0.000
LUNCH 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
ALPHA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
1 2.100 0.350 0.000 0.000 0.000
ALPHA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
1 0.000 0.000 0.000
BETA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 0.000 0.000 0.000 0.000 0.000
S 0.000 0.000 0.000 0.000 0.000
INTGROUP 0.000 0.000 0.000 0.000 0.000
MALE 0.000 0.000 0.000 0.000 0.000
WHITE 0.000 0.000 0.000 0.000 0.000
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
BETA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
I 0.000 0.000 0.000
S 0.000 0.000 0.000
INTGROUP 0.000 0.000 0.000
MALE 0.000 0.000 0.000
WHITE 0.000 0.000 0.000
LUNCH 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000
PSI
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 0.050
S 0.000 0.050
INTGROUP 0.000 0.000 0.117
MALE 0.000 0.000 0.000 0.125
WHITE 0.000 0.000 0.000 0.000 0.109
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
PSI
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
LUNCH 0.124
CAVLUNCH 0.000 0.066
CAVTOC1F 0.000 0.000 0.083
STARTING VALUES FOR LATENT CLASS 4
NU
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
Y1 1.000 0.000 0.000 0.000 0.000
Y2 1.000 1.000 0.000 0.000 0.000
Y3 1.000 2.000 0.000 0.000 0.000
Y4 1.000 3.000 0.000 0.000 0.000
INTGROUP 0.000 0.000 1.000 0.000 0.000
MALE 0.000 0.000 0.000 1.000 0.000
WHITE 0.000 0.000 0.000 0.000 1.000
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
LAMBDA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
Y1 0.000 0.000 0.000
Y2 0.000 0.000 0.000
Y3 0.000 0.000 0.000
Y4 0.000 0.000 0.000
INTGROUP 0.000 0.000 0.000
MALE 0.000 0.000 0.000
WHITE 0.000 0.000 0.000
LUNCH 1.000 0.000 0.000
CAVLUNCH 0.000 1.000 0.000
CAVTOC1F 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 0.439
Y2 0.000 0.382
Y3 0.000 0.000 0.382
Y4 0.000 0.000 0.000 0.465
INTGROUP 0.000 0.000 0.000 0.000 0.000
MALE 0.000 0.000 0.000 0.000 0.000
WHITE 0.000 0.000 0.000 0.000 0.000
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
THETA
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0.000
WHITE 0.000 0.000
LUNCH 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
ALPHA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
1 1.300 0.280 0.000 0.000 0.000
ALPHA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
1 0.000 0.000 0.000
BETA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 0.000 0.000 0.000 0.000 0.000
S 0.000 0.000 0.000 0.000 0.000
INTGROUP 0.000 0.000 0.000 0.000 0.000
MALE 0.000 0.000 0.000 0.000 0.000
WHITE 0.000 0.000 0.000 0.000 0.000
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
BETA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
I 0.000 0.000 0.000
S 0.000 0.000 0.000
INTGROUP 0.000 0.000 0.000
MALE 0.000 0.000 0.000
WHITE 0.000 0.000 0.000
LUNCH 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000
PSI
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 0.050
S 0.000 0.050
INTGROUP 0.000 0.000 0.117
MALE 0.000 0.000 0.000 0.125
WHITE 0.000 0.000 0.000 0.000 0.109
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
PSI
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
LUNCH 0.124
CAVLUNCH 0.000 0.066
CAVTOC1F 0.000 0.000 0.083
STARTING VALUES FOR LATENT CLASS 5
NU
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
NU
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
LAMBDA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
Y1 1.000 0.000 0.000 0.000 0.000
Y2 1.000 1.000 0.000 0.000 0.000
Y3 1.000 2.000 0.000 0.000 0.000
Y4 1.000 3.000 0.000 0.000 0.000
INTGROUP 0.000 0.000 1.000 0.000 0.000
MALE 0.000 0.000 0.000 1.000 0.000
WHITE 0.000 0.000 0.000 0.000 1.000
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
LAMBDA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
Y1 0.000 0.000 0.000
Y2 0.000 0.000 0.000
Y3 0.000 0.000 0.000
Y4 0.000 0.000 0.000
INTGROUP 0.000 0.000 0.000
MALE 0.000 0.000 0.000
WHITE 0.000 0.000 0.000
LUNCH 1.000 0.000 0.000
CAVLUNCH 0.000 1.000 0.000
CAVTOC1F 0.000 0.000 1.000
THETA
Y1 Y2 Y3 Y4 INTGROUP
________ ________ ________ ________ ________
Y1 0.439
Y2 0.000 0.382
Y3 0.000 0.000 0.382
Y4 0.000 0.000 0.000 0.465
INTGROUP 0.000 0.000 0.000 0.000 0.000
MALE 0.000 0.000 0.000 0.000 0.000
WHITE 0.000 0.000 0.000 0.000 0.000
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
THETA
MALE WHITE LUNCH CAVLUNCH CAVTOC1F
________ ________ ________ ________ ________
MALE 0.000
WHITE 0.000 0.000
LUNCH 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
ALPHA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
1 1.300 0.280 0.000 0.000 0.000
ALPHA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
1 0.000 0.000 0.000
BETA
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 0.000 0.000 0.000 0.000 0.000
S 0.000 0.000 0.000 0.000 0.000
INTGROUP 0.000 0.000 0.000 0.000 0.000
MALE 0.000 0.000 0.000 0.000 0.000
WHITE 0.000 0.000 0.000 0.000 0.000
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
BETA
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
I 0.000 0.000 0.000
S 0.000 0.000 0.000
INTGROUP 0.000 0.000 0.000
MALE 0.000 0.000 0.000
WHITE 0.000 0.000 0.000
LUNCH 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000
PSI
I S INTGROUP MALE WHITE
________ ________ ________ ________ ________
I 0.050
S 0.000 0.050
INTGROUP 0.000 0.000 0.117
MALE 0.000 0.000 0.000 0.125
WHITE 0.000 0.000 0.000 0.000 0.109
LUNCH 0.000 0.000 0.000 0.000 0.000
CAVLUNCH 0.000 0.000 0.000 0.000 0.000
CAVTOC1F 0.000 0.000 0.000 0.000 0.000
PSI
LUNCH CAVLUNCH CAVTOC1F
________ ________ ________
LUNCH 0.124
CAVLUNCH 0.000 0.066
CAVTOC1F 0.000 0.000 0.083
STARTING VALUES FOR LATENT CLASS INDICATOR MODEL PART
TAU(U) FOR LATENT CLASS 1
U3$1 U4$1 U5$1 U6$1 U7$1
________ ________ ________ ________ ________
1 3.000 3.000 2.000 2.000 1.000
TAU(U) FOR LATENT CLASS 2
U3$1 U4$1 U5$1 U6$1 U7$1
________ ________ ________ ________ ________
1 3.000 3.000 2.000 2.000 1.000
TAU(U) FOR LATENT CLASS 3
U3$1 U4$1 U5$1 U6$1 U7$1
________ ________ ________ ________ ________
1 10.000 10.000 10.000 10.000 10.000
TAU(U) FOR LATENT CLASS 4
U3$1 U4$1 U5$1 U6$1 U7$1
________ ________ ________ ________ ________
1 3.000 3.000 2.000 2.000 1.000
TAU(U) FOR LATENT CLASS 5
U3$1 U4$1 U5$1 U6$1 U7$1
________ ________ ________ ________ ________
1 10.000 10.000 10.000 10.000 10.000
STARTING VALUES FOR LATENT CLASS REGRESSION MODEL PART
ALPHA(C)
C#1 C#2 C#3 C#4 C#5
________ ________ ________ ________ ________
1 0.000 0.000 0.000 0.000 0.000
GAMMA(C)
INTGROUP MALE WHITE LUNCH CAVLUNCH
________ ________ ________ ________ ________
C#1 0.000 0.000 0.000 0.000 0.000
C#2 0.000 0.000 0.000 0.000 0.000
C#3 0.000 0.000 0.000 0.000 0.000
C#4 0.000 0.000 0.000 0.000 0.000
C#5 0.000 0.000 0.000 0.000 0.000
GAMMA(C)
CAVTOC1F
________
C#1 0.000
C#2 0.000
C#3 0.000
C#4 0.000
C#5 0.000
STARTING VALUES FOR LATENT CLASS INDICATOR GROWTH MODEL PART
LAMBDA(F) FOR CLASS LATENT CLASS 1
F
________
U3 1.000
U4 1.000
U5 1.000
U6 1.000
U7 1.000
ALPHA(F) FOR LATENT CLASS 1
F
________
1 2.400
GAMMA(F) FOR LATENT CLASS 1
INTGROUP MALE WHITE LUNCH CAVLUNCH
________ ________ ________ ________ ________
F 0.000 0.000 0.000 0.000 0.000
GAMMA(F) FOR LATENT CLASS 1
CAVTOC1F
________
F 0.000
LAMBDA(F) FOR CLASS LATENT CLASS 2
F
________
U3 1.000
U4 1.000
U5 1.000
U6 1.000
U7 1.000
ALPHA(F) FOR LATENT CLASS 2
F
________
1 0.800
GAMMA(F) FOR LATENT CLASS 2
INTGROUP MALE WHITE LUNCH CAVLUNCH
________ ________ ________ ________ ________
F 0.000 0.000 0.000 0.000 0.000
GAMMA(F) FOR LATENT CLASS 2
CAVTOC1F
________
F 0.000
LAMBDA(F) FOR CLASS LATENT CLASS 3
F
________
U3 1.000
U4 1.000
U5 1.000
U6 1.000
U7 1.000
ALPHA(F) FOR LATENT CLASS 3
F
________
1 0.000
GAMMA(F) FOR LATENT CLASS 3
INTGROUP MALE WHITE LUNCH CAVLUNCH
________ ________ ________ ________ ________
F 0.000 0.000 0.000 0.000 0.000
GAMMA(F) FOR LATENT CLASS 3
CAVTOC1F
________
F 0.000
LAMBDA(F) FOR CLASS LATENT CLASS 4
F
________
U3 1.000
U4 1.000
U5 1.000
U6 1.000
U7 1.000
ALPHA(F) FOR LATENT CLASS 4
F
________
1 0.000
GAMMA(F) FOR LATENT CLASS 4
INTGROUP MALE WHITE LUNCH CAVLUNCH
________ ________ ________ ________ ________
F 0.000 0.000 0.000 0.000 0.000
GAMMA(F) FOR LATENT CLASS 4
CAVTOC1F
________
F 0.000
LAMBDA(F) FOR CLASS LATENT CLASS 5
F
________
U3 1.000
U4 1.000
U5 1.000
U6 1.000
U7 1.000
ALPHA(F) FOR LATENT CLASS 5
F
________
1 0.000
GAMMA(F) FOR LATENT CLASS 5
INTGROUP MALE WHITE LUNCH CAVLUNCH
________ ________ ________ ________ ________
F 0.000 0.000 0.000 0.000 0.000
GAMMA(F) FOR LATENT CLASS 5
CAVTOC1F
________
F 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 -0.19302414D+04 0.0000000 0.0000000 25.843 67.156 EM
76.619 112.088
121.295
2 -0.15081855D+04 422.0558851 0.2186545 28.240 63.052 EM
70.315 109.733
131.660
3 -0.14658264D+04 42.3591416 0.0280862 28.367 65.378 EM
73.338 106.634
129.282
4 -0.14546266D+04 11.1997344 0.0076406 28.290 68.277 EM
78.302 102.952
125.179
5 -0.14474377D+04 7.1889228 0.0049421 28.406 70.713 EM
83.397 99.305
121.179
6 -0.14411625D+04 6.2752029 0.0043354 28.728 72.465 EM
88.168 95.973
117.667
7 -0.14358683D+04 5.2941983 0.0036736 29.127 73.643 EM
92.435 92.974
114.822
8 -0.14320208D+04 3.8474797 0.0026795 29.505 74.526 EM
96.142 90.202
112.625
9 -0.14292247D+04 2.7960980 0.0019526 29.822 75.352 EM
99.282 87.594
110.950
10 -0.14270849D+04 2.1398781 0.0014972 30.064 76.225 EM
101.898 85.162
109.650
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.46649422D+05 0.0000000 0.0000000 8.234 10.498 EM
99.084 6.786
278.397
2 -0.20070325D+04 ************ 0.9569763 43.449 37.802 EM
64.624 24.479
232.645
3 -0.16044965D+04 402.5359413 0.2005627 51.059 37.859 EM
58.180 32.342
223.560
4 -0.15294559D+04 75.0405954 0.0467689 41.251 32.479 EM
60.717 51.520
217.034
5 -0.14954722D+04 33.9837587 0.0222195 39.938 30.212 EM
66.232 56.161
210.457
6 -0.14818402D+04 13.6319571 0.0091155 39.713 28.870 EM
73.003 58.484
202.930
7 -0.14734691D+04 8.3711072 0.0056491 39.745 28.541 EM
80.078 59.208
195.427
8 -0.14653220D+04 8.1470754 0.0055292 39.012 29.737 EM
87.117 58.944
188.190
9 -0.14570397D+04 8.2823115 0.0056522 37.201 32.651 EM
93.842 57.867
181.440
10 -0.14493694D+04 7.6703109 0.0052643 34.874 36.717 EM
99.914 56.088
175.408
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 2
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.19933298D+05 0.0000000 0.0000000 44.264 21.212 EM
1.435 7.392
328.697
2 -0.19975535D+04 ************ 0.8997881 98.933 35.656 EM
1.870 15.709
250.832
3 -0.17126002D+04 284.9533069 0.1426512 105.241 33.646 EM
2.873 18.068
243.173
4 -0.16516130D+04 60.9871562 0.0356109 107.243 31.250 EM
3.311 19.019
242.176
5 -0.16243795D+04 27.2335764 0.0164891 107.457 30.407 EM
3.759 19.153
242.225
6 -0.15963954D+04 27.9840065 0.0172275 109.651 30.088 EM
3.423 18.008
241.829
7 -0.15746465D+04 21.7489611 0.0136238 115.584 29.333 EM
3.204 16.319
238.560
8 -0.15581830D+04 16.4635021 0.0104554 124.214 28.454 EM
3.098 15.449
231.785
9 -0.15444772D+04 13.7057648 0.0087960 133.211 28.293 EM
3.044 15.355
223.098
10 -0.15320530D+04 12.4242066 0.0080443 140.843 29.372 EM
3.017 15.684
214.084
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 3
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.66567404D+05 0.0000000 0.0000000 23.361 90.301 EM
242.617 23.361
23.361
2 -0.17596715D+04 ************ 0.9735656 28.339 132.509 EM
189.600 29.601
22.951
3 -0.16915316D+04 68.1398396 0.0387230 23.861 146.988 EM
179.259 27.615
25.277
4 -0.16653501D+04 26.1815629 0.0154780 22.601 145.073 EM
179.001 29.451
26.874
5 -0.16390932D+04 26.2568569 0.0157666 21.143 138.664 EM
179.748 36.672
26.773
6 -0.15960039D+04 43.0893392 0.0262885 19.323 128.151 EM
180.957 48.442
26.127
7 -0.15565761D+04 39.4277634 0.0247041 17.444 120.545 EM
180.546 57.059
27.405
8 -0.15301436D+04 26.4325319 0.0169812 15.836 113.911 EM
177.230 64.612
31.410
9 -0.15087046D+04 21.4390017 0.0140111 14.706 107.969 EM
173.317 71.654
35.353
10 -0.14966176D+04 12.0869761 0.0080115 14.380 103.158 EM
169.420 77.517
38.526
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 4
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.59971732D+05 0.0000000 0.0000000 38.478 24.091 EM
37.898 261.301
41.231
2 -0.16893484D+04 ************ 0.9718309 38.995 25.900 EM
38.189 261.898
38.018
3 -0.16675729D+04 21.7755858 0.0128899 42.884 27.488 EM
44.369 251.938
36.321
4 -0.16294639D+04 38.1090040 0.0228530 53.943 29.897 EM
54.744 231.821
32.596
5 -0.15642937D+04 65.1701685 0.0399949 71.765 32.344 EM
66.742 202.991
29.158
6 -0.15069503D+04 57.3433709 0.0366577 85.488 33.448 EM
72.867 183.311
27.885
7 -0.14840763D+04 22.8740450 0.0151790 91.400 33.352 EM
74.196 175.363
28.689
8 -0.14756957D+04 8.3805307 0.0056470 93.661 32.782 EM
73.958 172.079
30.520
9 -0.14713484D+04 4.3473212 0.0029459 94.317 32.133 EM
73.387 170.469
32.694
10 -0.14685682D+04 2.7802621 0.0018896 94.150 31.586 EM
72.911 169.539
34.815
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 5
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.85922750D+05 0.0000000 0.0000000 47.161 62.646 EM
204.913 41.403
46.877
2 -0.17209760D+04 ************ 0.9799707 55.023 83.555 EM
173.386 50.240
40.797
3 -0.16593668D+04 61.6091687 0.0357990 52.139 83.365 EM
173.467 53.521
40.508
4 -0.16045420D+04 54.8248003 0.0330396 49.440 82.152 EM
176.439 58.066
36.903
5 -0.15642115D+04 40.3305021 0.0251352 46.081 80.830 EM
176.547 62.704
36.838
6 -0.15340578D+04 30.1537275 0.0192773 41.941 79.415 EM
173.553 67.516
40.576
7 -0.15106300D+04 23.4277103 0.0152717 38.719 78.129 EM
169.061 70.749
46.342
8 -0.14979190D+04 12.7110766 0.0084144 36.177 76.999 EM
164.671 72.829
52.323
9 -0.14902050D+04 7.7139929 0.0051498 33.990 75.990 EM
160.559 74.297
58.164
10 -0.14837680D+04 6.4370095 0.0043195 32.104 75.141 EM
156.688 75.333
63.734
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 6
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.82195148D+05 0.0000000 0.0000000 38.002 38.566 EM
121.140 156.408
48.884
2 -0.17107761D+04 ************ 0.9791864 45.615 47.548 EM
103.351 168.427
38.060
3 -0.16565877D+04 54.1884650 0.0316748 46.277 48.256 EM
115.942 158.423
34.102
4 -0.16129214D+04 43.6662330 0.0263591 48.196 51.203 EM
128.395 146.927
28.279
5 -0.15616803D+04 51.2411430 0.0317692 49.121 54.085 EM
136.473 136.996
26.326
6 -0.15192492D+04 42.4310285 0.0271701 49.228 55.942 EM
137.507 132.471
27.852
7 -0.14999405D+04 19.3087778 0.0127094 48.755 56.736 EM
134.480 132.462
30.567
8 -0.14908098D+04 9.1306938 0.0060874 48.148 56.960 EM
130.068 134.498
33.326
9 -0.14855976D+04 5.2121731 0.0034962 47.522 56.907 EM
125.574 137.627
35.370
10 -0.14822928D+04 3.3048367 0.0022246 46.896 56.725 EM
121.329 141.312
36.737
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 7
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.58481060D+05 0.0000000 0.0000000 177.204 78.271 EM
119.463 12.502
15.559
2 -0.17229783D+04 ************ 0.9705378 188.745 87.427 EM
87.296 29.142
10.390
3 -0.16387846D+04 84.1937286 0.0488652 183.882 83.477 EM
90.843 34.861
9.936
4 -0.15938638D+04 44.9207593 0.0274110 171.735 81.579 EM
87.981 50.722
10.983
5 -0.15592179D+04 34.6459153 0.0217371 163.798 80.315 EM
84.684 61.368
12.835
6 -0.15392713D+04 19.9466719 0.0127927 157.068 78.919 EM
80.774 70.716
15.523
7 -0.15267851D+04 12.4861109 0.0081117 151.386 77.165 EM
76.896 78.702
18.851
8 -0.15165663D+04 10.2188184 0.0066930 146.273 74.892 EM
73.293 86.201
22.341
9 -0.15080510D+04 8.5152959 0.0056149 141.879 72.363 EM
69.984 93.226
25.549
10 -0.15013171D+04 6.7338967 0.0044653 138.183 69.890 EM
66.871 99.755
28.302
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 8
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.31937709D+05 0.0000000 0.0000000 2.000 132.378 EM
2.915 29.777
235.929
2 -0.17729280D+04 ************ 0.9444879 4.017 159.379 EM
2.288 52.642
184.675
3 -0.16677916D+04 105.1364275 0.0593010 6.649 147.889 EM
2.630 61.868
183.963
4 -0.15801812D+04 87.6103677 0.0525308 6.951 136.329 EM
5.772 66.036
187.912
5 -0.15367554D+04 43.4258511 0.0274816 8.040 130.050 EM
8.439 71.796
184.675
6 -0.15124729D+04 24.2824969 0.0158011 8.509 128.267 EM
10.621 77.912
177.691
7 -0.14998347D+04 12.6381695 0.0083560 8.621 129.405 EM
13.291 82.423
169.260
8 -0.14918092D+04 8.0254989 0.0053509 8.494 132.515 EM
15.449 85.314
161.228
9 -0.14866029D+04 5.2062820 0.0034899 8.338 136.834 EM
16.732 87.130
153.966
10 -0.14828563D+04 3.7466219 0.0025203 8.214 141.507 EM
17.575 88.320
147.384
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 9
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.38955550D+05 0.0000000 0.0000000 213.104 4.475 EM
131.224 3.532
50.666
2 -0.17078005D+04 ************ 0.9561603 227.023 5.678 EM
117.132 3.611
49.557
3 -0.16700405D+04 37.7599790 0.0221103 214.755 5.820 EM
118.832 3.678
59.914
4 -0.16481552D+04 21.8853058 0.0131047 204.082 5.335 EM
113.928 3.440
76.216
5 -0.16179344D+04 30.2207840 0.0183361 192.086 4.645 EM
103.759 4.303
98.206
6 -0.15774002D+04 40.5341770 0.0250530 182.841 3.880 EM
92.233 5.887
118.159
7 -0.15481251D+04 29.2750818 0.0185591 178.007 3.390 EM
86.765 7.328
127.509
8 -0.15364677D+04 11.6574044 0.0075300 175.114 3.346 EM
85.774 8.528
130.238
9 -0.15281277D+04 8.3399785 0.0054280 172.356 3.930 EM
86.186 9.698
130.830
10 -0.15207966D+04 7.3311694 0.0047975 169.690 4.898 EM
86.939 10.911
130.562
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 10
ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE CLASS COUNTS ALGORITHM
1 -0.99730225D+05 0.0000000 0.0000000 172.738 72.690 EM
53.674 51.949
51.949
2 -0.16971894D+04 ************ 0.9829822 177.751 75.897 EM
46.664 55.553
47.135
3 -0.16761468D+04 21.0425781 0.0123985 176.340 73.517 EM
47.586 56.194
49.363
4 -0.16596288D+04 16.5180275 0.0098548 175.738 72.163 EM
48.472 57.283
49.343
5 -0.16432426D+04 16.3861992 0.0098734 174.557 71.814 EM
51.029 58.012
47.588
6 -0.16242289D+04 19.0137418 0.0115709 171.179 72.405 EM
54.853 59.705
44.857
7 -0.15971645D+04 27.0643609 0.0166629 165.474 73.550 EM
59.061 62.532
42.383
8 -0.15682166D+04 28.9479106 0.0181246 158.598 74.185 EM
62.074 66.375
41.768
9 -0.15421185D+04 26.0981247 0.0166419 150.883 73.941 EM
63.508 71.623
43.045
10 -0.15199026D+04 22.2158937 0.0144061 143.031 73.017 EM
63.731 77.802
45.419
FINAL STAGE ITERATIONS
TECHNICAL 8 OUTPUT FOR UNPERTURBED STARTING VALUE SET
10 -0.14270849D+04 2.1398781 0.0014972 30.064 76.225 EM
101.898 85.162
109.650
11 -0.14254378D+04 1.6470733 0.0011542 30.227 77.151 EM
104.047 82.949
108.625
12 -0.14241837D+04 1.2540676 0.0008798 30.307 78.102 EM
105.794 80.981
107.816
13 -0.14232200D+04 0.9636669 0.0006766 30.294 79.046 EM
107.213 79.260
107.187
14 -0.14224402D+04 0.7798695 0.0005480 30.183 79.959 EM
108.378 77.760
106.721
15 -0.14217519D+04 0.6882490 0.0004839 29.981 80.824 EM
109.343 76.447
106.406
16 -0.14211086D+04 0.6433666 0.0004525 29.725 81.635 EM
110.123 75.287
106.230
17 -0.14205315D+04 0.5770214 0.0004060 29.466 82.387 EM
110.711 74.265
106.171
18 -0.14200673D+04 0.4642133 0.0003268 29.233 83.075 EM
111.117 73.383
106.192
19 -0.14197276D+04 0.3397278 0.0002392 29.038 83.684 EM
111.381 72.646
106.251
20 -0.14194916D+04 0.2360481 0.0001663 28.876 84.203 EM
111.548 72.053
106.320
21 -0.14193314D+04 0.1601098 0.0001128 28.744 84.629 EM
111.654 71.592
106.380
22 -0.14192244D+04 0.1070418 0.0000754 28.638 84.968 EM
111.725 71.246
106.424
23 -0.14191537D+04 0.0707325 0.0000498 28.552 85.231 EM
111.774 70.994
106.450
24 -0.14191074D+04 0.0463167 0.0000326 28.483 85.431 EM
111.810 70.818
106.457
25 -0.14190772D+04 0.0301684 0.0000213 28.428 85.581 EM
111.839 70.703
106.448
26 -0.14190575D+04 0.0196424 0.0000138 28.384 85.691 EM
111.862 70.636
106.427
27 -0.14190447D+04 0.0128589 0.0000091 28.349 85.770 EM
111.882 70.604
106.394
28 -0.14190362D+04 0.0085207 0.0000060 28.321 85.825 EM
111.900 70.601
106.354
29 -0.14190304D+04 0.0057565 0.0000041 28.298 85.863 EM
111.915 70.617
106.307
30 -0.14190264D+04 0.0039941 0.0000028 28.280 85.886 EM
111.929 70.650
106.256
31 -0.14190235D+04 0.0028641 0.0000020 28.264 85.900 EM
111.941 70.693
106.201
32 -0.14190214D+04 0.0021314 0.0000015 28.252 85.906 EM
111.952 70.745
106.145
33 -0.14190198D+04 0.0016480 0.0000012 28.241 85.907 EM
111.961 70.802
106.088
34 -0.14190184D+04 0.0013212 0.0000009 28.232 85.904 EM
111.970 70.862
106.031
35 -0.14190174D+04 0.0010932 0.0000008 28.224 85.898 EM
111.978 70.925
105.975
36 -0.14190164D+04 0.0009283 0.0000007 28.218 85.891 EM
111.984 70.989
105.919
37 -0.14190156D+04 0.0008042 0.0000006 28.212 85.882 EM
111.990 71.053
105.864
38 -0.14190149D+04 0.0007070 0.0000005 28.206 85.873 EM
111.995 71.116
105.810
39 -0.14190143D+04 0.0006282 0.0000004 28.201 85.863 EM
111.999 71.178
105.759
40 -0.14190137D+04 0.0005622 0.0000004 28.197 85.853 EM
112.002 71.239
105.708
41 -0.14190132D+04 0.0005057 0.0000004 28.193 85.844 EM
112.005 71.298
105.660
42 -0.14190128D+04 0.0004564 0.0000003 28.189 85.835 EM
112.007 71.356
105.613
43 -0.14190123D+04 0.0004128 0.0000003 28.186 85.826 EM
112.009 71.411
105.568
44 -0.14190120D+04 0.0003738 0.0000003 28.183 85.818 EM
112.010 71.465
105.525
45 -0.14190116D+04 0.0003388 0.0000002 28.180 85.810 EM
112.010 71.517
105.483
46 -0.14190113D+04 0.0003073 0.0000002 28.177 85.803 EM
112.010 71.566
105.443
47 -0.14190111D+04 0.0002787 0.0000002 28.175 85.796 EM
112.010 71.614
105.405
48 -0.14190108D+04 0.0002528 0.0000002 28.173 85.790 EM
112.009 71.659
105.369
49 -0.14190106D+04 0.0002294 0.0000002 28.170 85.785 EM
112.008 71.703
105.334
50 -0.14190104D+04 0.0002081 0.0000001 28.168 85.780 EM
112.006 71.745
105.300
51 -0.14190102D+04 0.0001887 0.0000001 28.166 85.776 EM
112.005 71.785
105.268
52 -0.14190100D+04 0.0001711 0.0000001 28.165 85.772 EM
112.003 71.823
105.238
53 -0.14190098D+04 0.0001552 0.0000001 28.163 85.768 EM
112.001 71.860
105.208
54 -0.14190097D+04 0.0001407 0.0000001 28.161 85.765 EM
111.999 71.895
105.180
55 -0.14190096D+04 0.0001276 0.0000001 28.160 85.762 EM
111.996 71.928
105.154
56 -0.14190095D+04 0.0001157 0.0000001 28.158 85.760 EM
111.993 71.960
105.128
57 -0.14190094D+04 0.0001048 0.0000001 28.157 85.758 EM
111.991 71.990
105.104
58 -0.14190093D+04 0.0000950 0.0000001 28.156 85.756 EM
111.988 72.019
105.081
59 -0.14190092D+04 0.0000861 0.0000001 28.155 85.755 EM
111.985 72.047
105.058
60 -0.14190091D+04 0.0000781 0.0000001 28.154 85.753 EM
111.982 72.073
105.037
61 -0.14190090D+04 0.0000707 0.0000000 28.153 85.753 EM
111.979 72.098
105.017
62 -0.14190090D+04 0.0000641 0.0000000 28.152 85.752 EM
111.976 72.122
104.998
63 -0.14190089D+04 0.0000581 0.0000000 28.151 85.751 EM
111.973 72.145
104.979
64 -0.14190089D+04 0.0000526 0.0000000 28.150 85.751 EM
111.970 72.167
104.962
65 -0.14190088D+04 0.0000477 0.0000000 28.150 85.751 EM
111.966 72.188
104.945
66 -0.14190088D+04 0.0000432 0.0000000 28.149 85.751 EM
111.963 72.208
104.929
67 -0.14190087D+04 0.0000392 0.0000000 28.148 85.751 EM
111.960 72.226
104.914
68 -0.14190087D+04 0.0000355 0.0000000 28.148 85.752 EM
111.957 72.244
104.899
69 -0.14190087D+04 0.0000322 0.0000000 28.147 85.752 EM
111.954 72.262
104.885
70 -0.14190086D+04 0.0000292 0.0000000 28.147 85.753 EM
111.951 72.278
104.872
71 -0.14190086D+04 0.0000264 0.0000000 28.146 85.753 EM
111.947 72.293
104.860
72 -0.14190086D+04 0.0000240 0.0000000 28.146 85.754 EM
111.944 72.308
104.848
73 -0.14190086D+04 0.0000217 0.0000000 28.146 85.755 EM
111.941 72.322
104.836
74 -0.14190085D+04 0.0000197 0.0000000 28.145 85.756 EM
111.938 72.336
104.825
75 -0.14190085D+04 0.0000179 0.0000000 28.145 85.757 EM
111.935 72.349
104.815
76 -0.14190085D+04 0.0000162 0.0000000 28.145 85.758 EM
111.933 72.361
104.805
77 -0.14190085D+04 0.0000147 0.0000000 28.144 85.759 EM
111.930 72.372
104.795
78 -0.14190083D+04 0.0001458 0.0000001 28.144 85.815 QN
111.836 72.610
104.596
79 -0.14190083D+04 0.0000000 0.0000000 28.144 85.815 EM
111.836 72.610
104.596
TECHNICAL 8 OUTPUT FOR STARTING VALUE SET 1
10 -0.14493694D+04 7.6703109 0.0052643 34.874 36.717 EM
99.914 56.088
175.408
11 -0.14426425D+04 6.7268945 0.0046413 32.655 41.131 EM
105.244 53.897
170.073
12 -0.14366565D+04 5.9859881 0.0041493 30.845 45.179 EM
109.941 51.733
165.302
13 -0.14317350D+04 4.9215715 0.0034257 29.493 48.450 EM
114.035 49.921
161.101
14 -0.14284513D+04 3.2836253 0.0022935 28.509 50.977 EM
117.547 48.489
157.478
15 -0.14264067D+04 2.0446233 0.0014314 27.782 52.985 EM
120.528 47.318
154.387
16 -0.14249918D+04 1.4148766 0.0009919 27.229 54.649 EM
123.067 46.323
151.733
17 -0.14239301D+04 1.0617813 0.0007451 26.801 56.062 EM
125.247 45.464
149.426
18 -0.14231155D+04 0.8146111 0.0005721 26.469 57.274 EM
127.116 44.725
147.416
19 -0.14224994D+04 0.6160542 0.0004329 26.214 58.317 EM
128.695 44.095
145.679
20 -0.14220476D+04 0.4518368 0.0003176 26.022 59.212 EM
130.002 43.569
144.196
21 -0.14217261D+04 0.3215061 0.0002261 25.880 59.978 EM
131.063 43.139
142.939
22 -0.14215018D+04 0.2242709 0.0001577 25.780 60.633 EM
131.910 42.800
141.878
23 -0.14213464D+04 0.1554180 0.0001093 25.710 61.193 EM
132.576 42.543
140.978
24 -0.14212381D+04 0.1083066 0.0000762 25.665 61.671 EM
133.095 42.360
140.208
25 -0.14211614D+04 0.0766952 0.0000540 25.638 62.083 EM
133.494 42.244
139.542
26 -0.14211057D+04 0.0557102 0.0000392 25.624 62.439 EM
133.795 42.185
138.957
27 -0.14210638D+04 0.0418819 0.0000295 25.621 62.752 EM
134.016 42.177
138.435
28 -0.14210309D+04 0.0328449 0.0000231 25.625 63.029 EM
134.171 42.212
137.963
29 -0.14210039D+04 0.0270169 0.0000190 25.634 63.281 EM
134.273 42.284
137.528
30 -0.14209806D+04 0.0233466 0.0000164 25.648 63.512 EM
134.329 42.389
137.123
31 -0.14209594D+04 0.0211360 0.0000149 25.664 63.728 EM
134.347 42.523
136.738
32 -0.14209395D+04 0.0199214 0.0000140 25.683 63.934 EM
134.332 42.682
136.370
33 -0.14209201D+04 0.0193938 0.0000136 25.703 64.133 EM
134.289 42.863
136.012
34 -0.14209008D+04 0.0193471 0.0000136 25.724 64.329 EM
134.220 43.065
135.661
35 -0.14208811D+04 0.0196434 0.0000138 25.747 64.524 EM
134.130 43.286
135.313
36 -0.14208609D+04 0.0201901 0.0000142 25.770 64.719 EM
134.021 43.524
134.966
37 -0.14208400D+04 0.0209254 0.0000147 25.793 64.918 EM
133.893 43.778
134.618
38 -0.14208182D+04 0.0218074 0.0000153 25.818 65.121 EM
133.748 44.047
134.266
39 -0.14207954D+04 0.0228082 0.0000161 25.843 65.329 EM
133.588 44.331
133.909
40 -0.14207715D+04 0.0239086 0.0000168 25.868 65.544 EM
133.412 44.630
133.546
41 -0.14207464D+04 0.0250955 0.0000177 25.895 65.767 EM
133.222 44.941
133.175
42 -0.14207200D+04 0.0263593 0.0000186 25.922 65.999 EM
133.018 45.266
132.795
43 -0.14206923D+04 0.0276927 0.0000195 25.949 66.240 EM
132.800 45.604
132.407
44 -0.14206632D+04 0.0290894 0.0000205 25.978 66.491 EM
132.568 45.954
132.009
45 -0.14206327D+04 0.0305431 0.0000215 26.007 66.754 EM
132.322 46.317
131.600
46 -0.14206007D+04 0.0320469 0.0000226 26.037 67.028 EM
132.063 46.691
131.181
47 -0.14205671D+04 0.0335927 0.0000236 26.068 67.314 EM
131.789 47.077
130.752
48 -0.14205319D+04 0.0351704 0.0000248 26.100 67.613 EM
131.502 47.475
130.311
49 -0.14204951D+04 0.0367676 0.0000259 26.132 67.925 EM
131.200 47.883
129.860
50 -0.14204568D+04 0.0383688 0.0000270 26.166 68.249 EM
130.885 48.301
129.399
51 -0.14204168D+04 0.0399553 0.0000281 26.201 68.587 EM
130.555 48.729
128.927
52 -0.14203753D+04 0.0415046 0.0000292 26.238 68.938 EM
130.213 49.167
128.445
53 -0.14203323D+04 0.0429908 0.0000303 26.275 69.302 EM
129.857 49.613
127.954
54 -0.14202879D+04 0.0443842 0.0000312 26.313 69.678 EM
129.488 50.067
127.454
55 -0.14202423D+04 0.0456525 0.0000321 26.353 70.066 EM
129.107 50.528
126.946
56 -0.14201955D+04 0.0467617 0.0000329 26.393 70.464 EM
128.716 50.996
126.431
57 -0.14201478D+04 0.0476776 0.0000336 26.435 70.871 EM
128.315 51.469
125.910
58 -0.14200995D+04 0.0483676 0.0000341 26.478 71.286 EM
127.905 51.947
125.384
59 -0.14200507D+04 0.0488035 0.0000344 26.522 71.708 EM
127.488 52.429
124.853
60 -0.14200017D+04 0.0489636 0.0000345 26.566 72.134 EM
127.066 52.914
124.319
61 -0.14199529D+04 0.0488344 0.0000344 26.612 72.563 EM
126.640 53.400
123.784
62 -0.14199044D+04 0.0484125 0.0000341 26.658 72.993 EM
126.213 53.888
123.248
63 -0.14198567D+04 0.0477051 0.0000336 26.705 73.421 EM
125.785 54.375
122.714
64 -0.14198100D+04 0.0467299 0.0000329 26.752 73.847 EM
125.359 54.861
122.181
65 -0.14197645D+04 0.0455131 0.0000321 26.800 74.267 EM
124.936 55.345
121.652
66 -0.14197204D+04 0.0440883 0.0000311 26.848 74.681 EM
124.517 55.827
121.127
67 -0.14196779D+04 0.0424929 0.0000299 26.895 75.088 EM
124.105 56.304
120.609
68 -0.14196372D+04 0.0407666 0.0000287 26.943 75.485 EM
123.699 56.776
120.097
69 -0.14195982D+04 0.0389480 0.0000274 26.990 75.873 EM
123.302 57.243
119.593
70 -0.14195611D+04 0.0370736 0.0000261 27.036 76.249 EM
122.913 57.704
119.098
71 -0.14195260D+04 0.0351756 0.0000248 27.082 76.615 EM
122.534 58.157
118.612
72 -0.14194927D+04 0.0332818 0.0000234 27.127 76.969 EM
122.164 58.604
118.137
73 -0.14194613D+04 0.0314149 0.0000221 27.171 77.311 EM
121.804 59.042
117.672
74 -0.14190083D+04 0.4529212 0.0003191 28.144 85.815 QN
111.836 72.610
104.596
75 -0.14190083D+04 0.0000000 0.0000000 28.144 85.815 EM
111.836 72.610
104.596
Beginning Time: 23:01:19
Ending Time: 23:01:25
Elapsed Time: 00:00:06
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