Robust Sure Independence Screening for Non-polynomial dimensional Generalized Linear Models

Abhik Ghosh, Erica Ponzi, Torkjel Sandanger +1

We consider the problem of variable screening in ultra-high dimensional generalized linear models (GLMs) of non-polynomial orders. Since the popular SIS approach is extremely unsta…