On robust regression with high-dimensional predictors

April, 2012
Report Number: 
811
Authors: 
Noureddine El Karoui, Derek Bean, Peter Bickel, Chingwhay Lim, Bin Yu
Abstract: 

We consider the problem of understanding the properties of robust regression estimators in the high-dimensional setting. This is the long version of the paper.

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