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Mplus VERSION 9
MUTHEN & MUTHEN
06/03/2026 10:17 AM
INPUT INSTRUCTIONS
TITLE:
Basic - T1
DATA:
FILE = "C:/Users/trcan/Box/lca-bookdown/basic.dat";
VARIABLE:
NAMES = bys87a bys87c bys87f bys89a bys89b bys89l bys89r bys89u f1s18a f1s18b f1s18c
f1s18d f1s18e f3bytscwt f3onet2curr bystlang stu_id;
MISSING=.;
categorical = bys87a,bys87c,bys87f,bys89a,
bys89b,bys89l,bys89r,bys89u;
usevar = bys87a,bys87c,bys87f,bys89a,
bys89b,bys89l,bys89r,bys89u;
WEIGHT = f3bytscwt;
ANALYSIS:
type = basic;
OUTPUT:
sampstat;
*** WARNING
One or more observations has a value of 0 for the WEIGHT variable. Consider using the
SUBPOPULATION option to restrict the analysis to observations with a positive weight.
*** WARNING
Data set contains cases with missing on all variables.
These cases were not included in the analysis.
Number of cases with missing on all variables: 4051
2 WARNING(S) FOUND IN THE INPUT INSTRUCTIONS
Basic - T1
SUMMARY OF ANALYSIS
Number of groups 1
Number of observations 12146
Number of dependent variables 8
Number of independent variables 0
Number of continuous latent variables 0
Observed dependent variables
Binary and ordered categorical (ordinal)
BYS87A BYS87C BYS87F BYS89A BYS89B BYS89L
BYS89R BYS89U
Variables with special functions
Weight variable F3BYTSCW
Estimator WLSMV
Maximum number of iterations 1000
Convergence criterion 0.500D-04
Maximum number of steepest descent iterations 20
Maximum number of iterations for H1 2000
Convergence criterion for H1 0.100D-03
Parameterization DELTA
Link PROBIT
Input data file(s)
C:/Users/trcan/Box/lca-bookdown/basic.dat
Input data format FREE
SUMMARY OF DATA
Number of missing data patterns 91
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
BYS87A x x x x x x x x x x x x x x x x x x x x
BYS87C x x x x x x x x x x x x x x x x x x x x
BYS87F x x x x x x x x x x x x x x x x x x x x
BYS89A x x x x x x x x x x x x x x x
BYS89B x x x x x x x x x x x x x
BYS89L x x x x x x x x x x x x
BYS89R x x x x x x x x x x
BYS89U x x x x x x x x x x
21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40
BYS87A x x x x x x x x x x x x x x x x x x x x
BYS87C x x x x x x x x x x x x x x x x x x
BYS87F x x x x x x x x x
BYS89A x x x x x x x x x
BYS89B x x x x x x x x x x
BYS89L x x x x x x x x x
BYS89R x x x x x x x x x
BYS89U x x x x x x x x x x x
41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60
BYS87A x x x x x x x x x x x x x x x
BYS87C x x x x x
BYS87F x x x x x x x x x x x x
BYS89A x x x x x x x x x x x x x x
BYS89B x x x x x x x x x
BYS89L x x x x x x x x x
BYS89R x x x x x x
BYS89U x x x x x x x x
61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80
BYS87A
BYS87C x x x x
BYS87F x x x x x x x x x x x x x x
BYS89A x x x x x x x x x x
BYS89B x x x x x x x x x x x x x
BYS89L x x x x x x x x x x
BYS89R x x x x x x x x x x x
BYS89U x x x x x x x
81 82 83 84 85 86 87 88 89 90 91
BYS87A
BYS87C
BYS87F
BYS89A x x x
BYS89B x x x x x x
BYS89L x x x x
BYS89R x x x x
BYS89U x x
MISSING DATA PATTERN FREQUENCIES
Pattern Frequency Pattern Frequency Pattern Frequency
1 10250 32 2 63 6
2 142 33 2 64 3
3 70 34 1 65 9
4 206 35 1 66 1
5 48 36 1 67 2
6 13 37 3 68 4
7 9 38 34 69 1
8 318 39 44 70 1
9 27 40 1 71 4
10 1 41 1 72 4
11 1 42 1 73 9
12 2 43 1 74 8
13 2 44 2 75 85
14 4 45 1 76 25
15 50 46 1 77 1
16 25 47 6 78 1
17 3 48 12 79 1
18 3 49 1 80 1
19 3 50 1 81 1
20 2 51 1 82 11
21 8 52 2 83 4
22 4 53 1 84 11
23 6 54 2 85 14
24 6 55 60 86 13
25 7 56 50 87 48
26 1 57 2 88 11
27 292 58 2 89 34
28 50 59 6 90 29
29 1 60 1 91 1
30 2 61 1
31 2 62 1
COVARIANCE COVERAGE OF DATA
Minimum covariance coverage value 0.100
PROPORTION OF DATA PRESENT
Covariance Coverage
BYS87A BYS87C BYS87F BYS89A BYS89B
________ ________ ________ ________ ________
BYS87A 0.967
BYS87C 0.955 0.961
BYS87F 0.952 0.953 0.968
BYS89A 0.928 0.928 0.928 0.938
BYS89B 0.924 0.924 0.925 0.929 0.941
BYS89L 0.895 0.894 0.896 0.898 0.900
BYS89R 0.877 0.876 0.877 0.880 0.882
BYS89U 0.870 0.869 0.869 0.875 0.874
Covariance Coverage
BYS89L BYS89R BYS89U
________ ________ ________
BYS89L 0.910
BYS89R 0.880 0.891
BYS89U 0.871 0.870 0.878
UNIVARIATE PROPORTIONS AND COUNTS FOR CATEGORICAL VARIABLES
BYS87A
Category 1 0.492 5798.557
Category 2 0.508 5984.521
BYS87C
Category 1 0.667 7830.675
Category 2 0.333 3905.000
BYS87F
Category 1 0.496 5851.616
Category 2 0.504 5943.889
BYS89A
Category 1 0.550 6326.217
Category 2 0.450 5170.051
BYS89B
Category 1 0.599 6910.879
Category 2 0.401 4627.208
BYS89L
Category 1 0.548 6111.953
Category 2 0.452 5041.534
BYS89R
Category 1 0.480 5265.050
Category 2 0.520 5695.871
BYS89U
Category 1 0.462 4989.969
Category 2 0.538 5802.608
RESULTS FOR BASIC ANALYSIS
ESTIMATED SAMPLE STATISTICS
MEANS/INTERCEPTS/THRESHOLDS
BYS87A$1 BYS87C$1 BYS87F$1 BYS89A$1 BYS89B$1
________ ________ ________ ________ ________
-0.020 0.432 -0.010 0.126 0.251
MEANS/INTERCEPTS/THRESHOLDS
BYS89L$1 BYS89R$1 BYS89U$1
________ ________ ________
0.121 -0.049 -0.095
CORRELATION MATRIX (WITH VARIANCES ON THE DIAGONAL)
BYS87A BYS87C BYS87F BYS89A BYS89B
________ ________ ________ ________ ________
BYS87A
BYS87C 0.610
BYS87F 0.515 0.792
BYS89A 0.323 0.484 0.424
BYS89B 0.338 0.478 0.425 0.887
BYS89L 0.378 0.513 0.477 0.799 0.863
BYS89R 0.357 0.480 0.452 0.823 0.804
BYS89U 0.354 0.478 0.470 0.807 0.818
CORRELATION MATRIX (WITH VARIANCES ON THE DIAGONAL)
BYS89L BYS89R BYS89U
________ ________ ________
BYS89R 0.879
BYS89U 0.879 0.912
STANDARD ERRORS FOR ESTIMATED SAMPLE STATISTICS
S.E. FOR MEANS/INTERCEPTS/THRESHOLDS
BYS87A$1 BYS87C$1 BYS87F$1 BYS89A$1 BYS89B$1
________ ________ ________ ________ ________
0.012 0.012 0.012 0.012 0.012
S.E. FOR MEANS/INTERCEPTS/THRESHOLDS
BYS89L$1 BYS89R$1 BYS89U$1
________ ________ ________
0.012 0.012 0.012
S.E. FOR CORRELATION MATRIX (WITH VARIANCES ON THE DIAGONAL)
BYS87A BYS87C BYS87F BYS89A BYS89B
________ ________ ________ ________ ________
BYS87A
BYS87C 0.011
BYS87F 0.012 0.008
BYS89A 0.014 0.013 0.013
BYS89B 0.014 0.013 0.013 0.005
BYS89L 0.013 0.013 0.013 0.007 0.006
BYS89R 0.014 0.013 0.013 0.007 0.007
BYS89U 0.014 0.013 0.013 0.007 0.007
S.E. FOR CORRELATION MATRIX (WITH VARIANCES ON THE DIAGONAL)
BYS89L BYS89R BYS89U
________ ________ ________
BYS89R 0.005
BYS89U 0.005 0.004
Beginning Time: 10:17:05
Ending Time: 10:17:05
Elapsed Time: 00:00:00
MUTHEN & MUTHEN
3463 Stoner Ave.
Los Angeles, CA 90066
Tel: (310) 391-9971
Fax: (310) 391-8971
Web: www.StatModel.com
Support: [email protected]
Copyright (c) 1998-2025 Muthen & Muthen