Root-n-consistent semiparametric estimation of partially linear models based on k-nn method

Zhenjuan Liu, Xuewen Lu, Zhenjuan Liu and Xuewen Lu

Econometric Reviews, 1997, vol. 16, issue 4, 411-420

Abstract: In the context of the partially linear semiparametric model examined by Robinson (1988), we show that root-n-consisten estimation results established using kernel and series methods can also be obtained by using k-nearest-neighbor (k-nn) method.

Keywords: Semiparametric regression; nearest neighbor nonparametric regression; partially linear model (search for similar items in EconPapers)
Date: 1997
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DOI: 10.1080/07474939708800396

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