Generalized Linear Models (GLM)
The generalized linear model (GLM) is a flexible generalization of ordinary least squares regression. OLS restricts the regression coefficients to have a constant effect on the dependent variable. GLM allows for the this effect to vary along the range of the explanatory variables. The basic structure of GLM estimator is as follows: g(Y) = Xβ…