Generalized Linear Models

The purpose of this handout is to briefly show that several seemingly unrelated models are actually all special cases of the generalized linear model. (Indeed, I think most of these techniques were initially developed without people realizing they were interconnected.) We will also briefly introduce the use of factor variables and the margins command, both of which will be used heavily during the course.