Learn Generalized Linear Models (GLM) using R

Generalized Linear Model (GLM) helps represent the dependent variable as a linear combination of independent variables. Simple linear regression is the traditional form of GLM. Simple linear regression works well when the dependent variable is normally distributed. The assumption of normally distributed dependent variable is often violated in real situations. For example, consider a case where dependent variable can take only positive values and has fat tail.