In our example, instead of using all relevant variables, one could perform a linear regression on a couple of variables first.

That is another problem to solve and needs different approaches if you have them. Building a linear regression model So far, I have explored the dataset in detail and got familiar with it.

In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial regression model, ...