30 citations · 120 across the 40 of their papers we have counts for
1 paper · 2 filters
Rajarshi Guhaniyogi, David B. Dunson
As an alternative to variable selection or shrinkage in high dimensional regression, we propose to randomly compress the predictors prior to analysis. This dramatically reduces sto…