library(aster) ifam <- fam.bernoulli() p <- seq(0.1, 0.9, 0.1) theta <- log(p) - log(1 - p) zeroth <- double(length(p)) first <- double(length(p)) second <- double(length(p)) for (i in seq(along = p)) { zeroth[i] <- famfun(ifam, 0, theta[i]) first[i] <- famfun(ifam, 1, theta[i]) second[i] <- famfun(ifam, 2, theta[i]) } all.equal(zeroth, - log(1 - p)) all.equal(first, p) all.equal(second, p * (1 - p))