TITLE:  
Mplus Logistic Regression for OHC Survey data;
COMPLEX type analysis for cluster correlated data;

DATA:
FILE IS 
"Z:\Documents\My SAS Files\9.2\Social Statistics Course 2011\OHC.inp";
TYPE IS INDIVIDUAL;

VARIABLE:
  NAMES ARE ID STRATUM SEX AGE AGE2 PHYS CHRON PSYCH2 PSU;
  USEVARIABLES ARE STRATUM PSU PSYCH2 AGE PHYS CHRON SEX01 INT;
  CATEGORICAL IS PSYCH2;
  STRATIFICATION IS STRATUM;
  CLUSTER IS PSU;

DEFINE:
  SEX01=SEX-1;
  INT=SEX01*AGE; 

ANALYSIS:
  TYPE IS COMPLEX;
  ESTIMATOR IS MLR;
  LINK IS LOGIT;
  ITERATIONS = 1000;
  CONVERGENCE = 0.00005;

MODEL:
   PSYCH2 ON SEX01 AGE PHYS CHRON INT;
   
OUTPUT:  SAMPSTAT CINTERVAL;