cnt=c(16,7,15,34,5,3,1,1,3,8,1,3) ii=c(1,1,1,1,1,1,2,2,2,2,2,2) jj=c(1,2,1,2,1,2,1,2,1,2,1,2) kk=c(1,1,2,2,3,3,1,1,2,2,3,3) II=factor(ii) JJ=factor(jj) KK=factor(kk) sv <- glm(cnt ~ II+JJ+KK+JJ:KK,family = poisson) anova(sv)