remission<-data.frame(rem=c(18,27,14,25),sex=factor(c(1,1,2,2)), treat=factor(c(1,2,1,2)),n=c(30,30,30,30)) remission fit1<-glm(cbind(rem,n-rem)~sex*treat,family = binomial(link = logit), data=remission) summary(fit1) anova(fit1,test="Chisq") fit2<-update(fit1,.~.-sex:treat) summary(fit2) anova(fit2,test="Chisq")