157 citations · 172 across the 6 of their papers we have counts for
Showing 2012 · math.STShow all
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math.ST2012★ 1 cited
Conditional Sure Independence Screening
Emre Barut, Jianqing Fan, Anneleen Verhasselt
Independence screening is a powerful method for variable selection for `Big Data' when the number of variables is massive. Commonly used independence screening methods are based on…
math.ST2012★ 157 cited
Adaptive robust variable selection
Jianqing Fan, Yingying Fan, Emre Barut
Heavy-tailed high-dimensional data are commonly encountered in various scientific fields and pose great challenges to modern statistical analysis. A natural procedure to address th…