Integrating Complex Covariate Transformations in Generalized Additive Models

Claudia Collarin, Matteo Fasiolo, Yannig Goude +1

Transformations of covariates are widely used in applied statistics to improve interpretability and to satisfy assumptions required for valid inference. More broadly, feature engin…