Journal
STATISTICS & PROBABILITY LETTERS
Volume 83, Issue 8, Pages 1863-1870Publisher
ELSEVIER
DOI: 10.1016/j.spl.2013.04.017
Keywords
Functional data analysis; kNN regression; Nonparametric statistics; Uniform consistency
Categories
Funding
- CONICET [PIP 216]
- ANPCyT [PICT 00899]
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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). (C) 2013 Elsevier B.V. All rights reserved.
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