Giordano, Francesco; Lahiri, Soumendra Nath; Parrella, Maria Lucia (2014)
Given a nonparametric regression model, we assume that the number of
covariates d → ∞ but only some of these covariates are relevant for the model. Our goal
is to identify the relevant covariates and to obtain some ...