Ridge partial correlation screening for ultrahigh-dimensional data

Run Wang, An Nguyen, Somak Dutta +1

Variable selection in ultrahigh-dimensional linear regression is challenging due to its high computational cost. Therefore, a screening step is usually conducted before variable se…