Browsing Liberal Arts and Sciences, College of by Subject "bandwidth"
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(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. ...