On the strong universal consistency of nearest neighbor regression function estimates
type: Item
instance of: scholarly article
title: On the strong universal consistency of nearest neighbor regression function estimates
zbMATH Open document ID: 0817.62038
author: László Györfi
author: Adam Krzyżak
author: Gábor Lugosi
author: Luc Devroye
published in: The Annals of Statistics
publication date: 1995-07-03T00:00:00Z
Mathematics Subject Classification ID: 62G20
Mathematics Subject Classification ID: 62G07
zbMATH DE Number: 756498
zbMATH Keywords: regression function
zbMATH Keywords: strong convergence
zbMATH Keywords: \(k\)-nearest neighbor regression estimate
zbMATH Keywords: consistency
zbMATH Keywords: modes of convergence
zbMATH Keywords: probability
zbMATH Keywords: almost sure
zbMATH Keywords: complete
zbMATH Keywords: strong universal consistency
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1214/aos/1176325633
OpenAlex ID: W2092260586
DOI: 10.1214/AOS/1176325633
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description: scientific article; zbMATH DE number 756498