Robust regression estimation and inference in the presence of cellwise and casewise contamination

Andy Leung, Hongyang Zhang, Ruben H. Zamar

Cellwise outliers are likely to occur together with casewise outliers in modern data sets with relatively large dimension. Recent work has shown that traditional robust regression…