A sure independence screening procedure for ultra-high dimensional partially linear additive models

M. Kazemi, D. Shahsavani, M. Arashi

We introduce a two-step procedure, in the context of ultra-high dimensional additive models, which aims to reduce the size of covariates vector and distinguish linear and nonlinear…