Asymptotic results for nonparametric regression estimators after sufficient dimension reduction estimation

Liliana Forzani, Daniela Rodriguez, Mariela Sued

Prediction, in regression and classification, is one of the main aims in modern data science. When the number of predictors is large, a common first step is to reduce the dimension…