Nonparametric Independence Screening via Favored Smoothing Bandwidth

28 Nov 2017Yang FengYichao WuLeonard Stefanski

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... (read more)

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