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Wiley StatsRef: Statistics Reference Online· 2014

Generalized Additive Models

Trevor Hastie, Robert Tibshirani

Short summary

Generalized Additive Models (GAMs) extend linear models by replacing linear terms with smooth, nonlinear functions, allowing for flexible modeling of complex relationships without prespecifying their form.

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Field: Statistics and Probability

Statistics and ProbabilityMathematics