Mplus Users Guide v6.. - Muthén & Muthén

Examples: Monte Carlo Simulation StudiesEXAMPLE 12.3: MONTE CARLO SIMULATION STUDY FORA GROWTH MIXTURE MODEL WITH TWO CLASSES AND AMISSPECIFIED MODELTITLE: this is an example of a Monte Carlosimulation study for a growth mixturemodel with two classes and a misspecifiedmodelMONTECARLO:NAMES ARE u y1-y4 x;NOBSERVATIONS = 500;NREPS = 10;SEED = 53487;GENERATE = u (1);CATEGORICAL = u;GENCLASSES = c (2);CLASSES = c (1);MODEL POPULATION:%OVERALL%[x@0];x@1;i s | y1@0 y2@1 y3@2 y4@3;i*.25 s*.04;i WITH s*0;y1*.4 y2*.35 y3*.3 y4*.25;i ON x*.5;s ON x*.1;c#1 ON x*.2;[c#1*0];%c#1%[u$1*1 i*3 s*.5];%c#2%[u$1*-1 i*1 s*0];371