most citedRobust variable screening for regression using factor profiling

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stat.ME2017★ 1 cited

Robust variable screening for regression using factor profiling

Yixin Wang, Stefan Van Aelst

Sure Independence Screening is a fast procedure for variable selection in ultra-high dimensional regression analysis. Unfortunately, its performance greatly deteriorates with incre…