Juliana B. de Souza, Valdério A. Reisen, Glaura C. Franco, Márton Ispány, Pascal Bondon, Jane Meri Santos, Generalized additive models with principal component analysis: an application to time series ...

Generalized additive models (GAMs) let researchers fit each independent variable with arbitrary nonparametric functions, but subject to the constraint that the nonparametric effects combine additively ...

Interpretability has drawn increasing attention in machine learning. Partially linear additive models provide an attractive middle ground between the simplicity of generalized linear model and the ...