Minimum Distance Estimation for Robust High-Dimensional Regression

Aurélie C. Lozano, Nicolai Meinshausen

We propose a minimum distance estimation method for robust regression in sparse high-dimensional settings. The traditional likelihood-based estimators lack resilience against outli…