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    • GRID for model structure discovering in high dimensional regression 

      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 ...