## Illustration of Profile Likelihood Confidence Intervals and ## comparison with Wald based CI. ## From example(glm) (needs MASS to be present on the system) counts <- c(18,17,15,20,10,20,25,13,12) outcome <- gl(3,1,9); treatment <- gl(3,3) glm.D93 <- glm(counts ~ outcome + treatment, family=poisson()) glm.D93$coefficients confint(glm.D93) # based on profile likelihood confint.default(glm.D93) # based on asymptotic normality