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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 […]

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