Pointwise adaptive estimation for robust and quantile regression

Markus Reiss, Yves Rozenholc, Charles-Andre Cuenod

A nonparametric procedure for robust regression estimation and for quantile regression is proposed which is completely data-driven and adapts locally to the regularity of the regre…