FILENAME goptions URL "http://192.38.117.59/~linearpredictors/datafiles/goptions.sas";
%include goptions;

FILENAME url URL "http://192.38.117.59/~linearpredictors/datafiles/readVitaminD.sas";
%include url;

/*
Women from Ireland and Poland
*/ 

PROC FORMAT;
    VALUE bmigroupf
        0 = "Normal weight"
        1 = "Over weight";
RUN;

DATA irpo;
	SET vitamind (WHERE = (country in (4,6) and category=2));
    if bmi > 0 then bmigroup = 0;
    if bmi >= 25 then bmigroup = 1;

    logvitd=log10(vitd);

RUN;

title 'Expected levels in additive model';
PROC GLM DATA=irpo;
    CLASS country bmigroup;
    MODEL logvitd = country bmigroup;
    format country countryf.;
    format bmigroup bmigroupf.;
estimate 'Expected level, Normal weight Polish women'
          intercept 1 country 0 1 bmigroup 1 0;
estimate 'Expected level, Normal weight Irish women'
          intercept 1 country 1 0 bmigroup 1 0;
estimate 'Expected level, Over weight Polish women'
          intercept 1 country 0 1 bmigroup 0 1;
estimate 'Expected level, Over weight Irish women'
          intercept 1 country 1 0 bmigroup 0 1;
RUN;