log using ed_attain.log, replace use ed_attain * generate student teacher ratio gen pupil_staff=enroll/staff label var pupil_staff "pupil staff ratio" * run unrestricted model reg droprate lnchprg pupil_staff salary benefit expend * test that purchased inputs are all zero test pupil_staff salary benefits expend * run the brute force ftest * unrestricted model is one without * purchased inputs reg droprate lnchprg * is this a problem of multicollinearity corr pupil_staff salary benefits expend log close