Tight conditions for consistent variable selection in high dimensional nonparametric regression

Laëtitia Comminges, Arnak Dalalyan

We address the issue of variable selection in the regression model with very high ambient dimension, i.e., when the number of covariates is very large. The main focus is on the sit…