Nonparametric Regression and Classification with Functional, Categorical, and Mixed Covariates

Leonie Selk, Jan Gertheiss

We consider nonparametric prediction with multiple covariates, in particular categorical or functional predictors, or a mixture of both. The method proposed bases on an extension o…