Fitting Generalized Linear Models (Bernoulli Response)

Link function other than the logit link that makes the GLM an exponential family are covered on slides 54–61, deck 6. Here is the R syntax for making the plot on slide 59, deck 6.

The model is a GLM with just one predictor. The only thing that changes is the link function. Here is how this model is fit in R.

Documentation for the various link functions is on the on-line help for the R function binomial. This page also shows the various link functions for other families that can be used with the R function glm.