K-Nearest Neighbor Estimation of Functional Nonparametric Regression Model under NA Samples

K-Nearest Neighbor Estimation of Functional Nonparametric Regression Model under NA Samples

Functional data, which provides information about curves, surfaces or anything else varying over a continuum, has become a commonly encountered type of data. The k-nearest neighbor (kNN) method, as a nonparametric method, has become one of the most popular supervised machine learning algorithms used...

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Bibliographic Details
Main Authors:	Xueping Hu, Jingya Wang, Liuliu Wang, Keming Yu
Format:	Article
Language:	English
Published:	MDPI AG 2022-02-01
Series:	Axioms
Subjects:	convergence rate NA samples functional data nonparametric regression model k-nearest neighbor estimator
Online Access:	https://www.mdpi.com/2075-1680/11/3/102

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