High-dimensional outlier detection and variable selection via adaptive weighted mean regression

Jiaqi Li, Linglong Kong, Bei Jiang +1

This paper proposes an adaptive penalized weighted mean regression for outlier detection of high-dimensional data. In comparison to existing approaches based on the mean shift mode…