Confirmatory Factor Analysis of Bullying Indicators
Confirmatory Factor Analysis of Bullying Indicators
Tags:
2019-02-04
Abstract:
Table of Contents
1 TITLE Command
TITLE: Example 7 Health Behavior in School Children Confirmatory Factor Analysis with Categorical Data using MLR with FIML 1-Factor CFA Model for Got Bullied by Others;
2 DATA Command
DATA: FILE IS "../../../data/hbsc-subset2/hbsc-subset2.dat";
3 VARIABLE Command
VARIABLE: NAMES ARE stud_id schl_id Gender Age Grade body1r body2 body3r body4 body5r phyhlth1 phyhlth2 phyhlth3 phyhlth4 phyhlth5 phyhlth6 phyhlth7 phyhlth8 Depress1 Depress2 Depress3 Depress4 Depress5 Depress6 Bullied1 Bullied2 Bullied3 Bullied4 Bullied5 Bullied6 Bullied7 Bullied8 Bullied9 Bullier1 Bullier2 Bullier3 Bullier4 Bullier5 Bullier6 Bullier7 Bullier8 Bullier9 Alc1 Alc2 Alc3 Alc4 Alc5; USEVARIABLES ARE Bullied1-Bullied9; CATEGORICAL ARE Bullied1-Bullied9; USEOBSERVATIONS ARE Grade EQ 6 OR Grade EQ 7; MISSING ARE all(-999);
4 ANALYSIS Command
ANALYSIS: ESTIMATOR = MLR;
5 MODEL Command
MODEL: Bulliedy BY Bullied1* Bullied2-Bullied9; Bulliedy@1;
6 OUTPUT Command
OUTPUT: TECH1; STDYX;
7 Run the Model
mplus cfa-bullied-mlr-cat.inp
Mplus VERSION 8.2 (Linux) MUTHEN & MUTHEN Running input file 'cfa-bullied-mlr-cat.inp'... Dimensions of integration: 1 Total number of integration points: 15 ITER LOGLIKELIHOOD ABS CHANGE REL CHANGE ALGO TIME TOTAL TIME 1 -0.18086390D+05 0.0000000 0.0000000 EM 0.01 0.0 2 -0.17320763D+05 765.6270826 0.0423317 EM 0.01 0.0 3 -0.17078990D+05 241.7728033 0.0139586 EM 0.02 0.0 4 -0.16998381D+05 80.6092170 0.0047198 EM 0.02 0.1 5 -0.16964081D+05 34.2994042 0.0020178 EM 0.02 0.1 6 -0.16947893D+05 16.1882918 0.0009543 EM 0.02 0.1 7 -0.16939980D+05 7.9127798 0.0004669 EM 0.02 0.1 8 -0.16936026D+05 3.9537331 0.0002334 EM 0.02 0.1 9 -0.16934011D+05 2.0149512 0.0001190 EM 0.02 0.1 10 -0.16932962D+05 1.0489586 0.0000619 EM 0.02 0.2 11 -0.16931693D+05 1.2697954 0.0000750 FS 0.02 0.2 12 -0.16931580D+05 0.1123412 0.0000066 FS 0.02 0.2 13 -0.16931564D+05 0.0160216 0.0000009 FS 0.02 0.2 14 -0.16931561D+05 0.0028203 0.0000002 FS 0.02 0.2 15 -0.16931561D+05 0.0004383 0.0000000 FS 0.02 0.2 Parameters 8 9 38 2 42 Derivatives 0.24D-03 -0.15D-03 -0.14D-03 -0.12D-03 0.93D-04 Beginning Time: 15:09:57 Ending Time: 15:09:59 Elapsed Time: 00:00:02 Refer to 'cfa-bullied-mlr-cat.out' for warning(s).
8 Review the Results
Click cfa-bullied-mlr-cat.out to see the output.