Asymptotics For High Dimensional Regression M-Estimates: Fixed Design Results

Lihua Lei, Peter J. Bickel, Noureddine El Karoui

We investigate the asymptotic distributions of coordinates of regression M-estimates in the moderate $p/n$ regime, where the number of covariates $p$ grows proportionally with the…