TITLE: CACE estimation under MAR II

DATA: FILE = ps09jhu.dat;

VARIABLE:

NAMES = Z S R shy6 shy0 male health black;

USEV = Z S R shy6 shy0 male health black;

CATEGORICAL = S R;

! binary missing indicator R for shy6

CLASSES = C(2); !two compliance strata

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

ANALYSIS:TYPE = MIXTURE;

MODEL:

%OVERALL%

shy6 ON Z shy0-black;

C#1 ON shy0-black;

R ON Z shy0-black;

!R is related to observed information

%C#1%

[S$1@-15]; !compliers

[R$1] (1);

!R stable across C under the control (MAR)

shy6 ON Z;

R ON Z;

!compliers’ R status varies across Z

%C#2%

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

[R$1] (1);

!R stable across C under the control (MAR)

shy6 ON Z@0; !OER

R ON Z;

!never-takers’ R status varies across Z