%include catdata(cowles); data cowles; set cowles; format Sex sex. Volunteer volun.; proc print data=cowles(obs=20); run; *-- main effects model; proc logistic data=cowles outest=parm descending ; class Sex; model Volunteer = Sex Extraver Neurot / lackfit ; run; *-- all two-way model; proc logistic data=cowles outest=parm descending ; class Sex; model Volunteer = Sex | Extraver | Neurot @2 /lackfit ; run; *-- reduced model; proc logistic data=cowles outest=parm descending ; class Sex; model Volunteer = Sex Extraver | Neurot / lackfit ; run;