Mplus VERSION 5.2
MUTHEN & MUTHEN
12/02/2008 9:50 AM
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
SUMMARY OF CATEGORICAL DATA PROPORTIONS
U3
Category 1 0.980
Category 2 0.020
U4
Category 1 0.977
Category 2 0.023
U5
Category 1 0.960
Category 2 0.040
U6
Category 1 0.936
Category 2 0.064
U7
Category 1 0.825
Category 2 0.175
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