Robust estimation in single index models when the errors have a unimodal density with unknown nuisance parameter

Claudio Agostinelli, Ana M. Bianco, Graciela Boente

In this paper, we propose a robust profile estimation method for the parametric and nonparametric components of a single index model when the errors have a strongly unimodal densit…