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    • Nonparametric Independence Screening via Favored Smoothing Bandwidth 

      Feng, Yang; Wu, Yichao; Stefanski, Leonard (Elsevier, 2017-11-23)
      We propose a flexible nonparametric regression method for ultrahigh-dimensional data. As a first step, we propose a fast screening method based on the favored smoothing bandwidth of the marginal local constant regression. ...