Generalized Linear Models (GLMs) provide an extension to OLR since response variables can be continuous or discrete (e.g. binary or frequency). What are GLMs? When should we use them? How GLM works.

specifically binary and count data. The most common way to analyze a binary response (Yes/No or 0/1 outcomes) is the logistic regression model, which is a linear model with a logit transform of the ...