Local independence feature screening for nonparametric and semiparametric models by marginal empirical likelihood

Jinyuan Chang, Cheng Yong Tang, Yichao Wu

We consider an independence feature screening technique for identifying explanatory variables that locally contribute to the response variable in high-dimensional regression analys…