Generalized Additive Models

Abstract A Generalized Additive Model (GAM) is an extension of a generalized linear model (GLM) in which the expected value of a mean response, ⋼ = E( Y ), is linked to a set of additive nonparametric functions in the independent variables X 1 , hellip;, X p .