TITLE: CACE estimation under MAR

DATA: FILE = ps09jhu.dat;

VARIABLE:

NAMES = Z S R shy6 shy0 male health black;

USEV = Z S shy6 shy0 male health black;

!USEOBS = (shy6 NE 999);

CATEGORICAL = S;

!binary compliance indicator S (0/1, missing=999)

CLASSES = C(2); !two compliance strata

MISSING = all (999); !missing values coded as 999

ANALYSIS:TYPE = MIXTURE;

MODEL:

%OVERALL%

shy6 ON Z shy0-black;

!shy6 regressed on randomization Z and covariates

C#1 ON shy0-black;

!compliance class C regressed on covariates

%C#1%

[S$1@-15]; !compliers

shy6 ON Z;

!compliers’ outcome varies across Z

%C#2%

[S$1@15]; !never-takers

shy6 ON Z@0;

!never-takers’ outcome is stable across Z (OER)