Uniform consistency of kNN regressors for functional variables

This paper is devoted to nonparametric analysis of functional data. We give asymptotic results for a kNN generalized regression estimator when the observed variables take values in any abstract space. The main novelty is our uniform consistency result (with rates).

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Year of publication:	2013
Authors:	Kudraszow, Nadia L. ; Vieu, Philippe
Published in:	Statistics & Probability Letters. - Elsevier, ISSN 0167-7152. - Vol. 83.2013, 8, p. 1863-1870
Publisher:	Elsevier
Subject:	Functional data analysis \| kNN regression \| Nonparametric statistics \| Uniform consistency

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Type of publication:	Article
Source:	RePEc - Research Papers in Economics

Persistent link: https://www.econbiz.de/10010678715