The cumulative Kolmogorov filter for model-free screening in ultrahigh dimensional data

Arlene K. H. Kim, Seung Jun Shin

We propose a cumulative Kolmogorov filter to improve the fused Kolmogorov filter proposed by Zou (2015) via cumulative slicing. We establish an improved asymptotic result under rel…