Asymptotic expansions of the \(k\) nearest neighbor risk
type: Item
instance of: scholarly article
title: Asymptotic expansions of the \(k\) nearest neighbor risk
zbMATH Open document ID: 0929.62070
author: Robert R. Snapp
author: Santosh S. Venkatesh
published in: The Annals of Statistics
publication date: 1999-11-09T00:00:00Z
Mathematics Subject Classification ID: 62H30
Mathematics Subject Classification ID: 62G20
Mathematics Subject Classification ID: 41A60
zbMATH DE Number: 1359549
zbMATH Keywords: k-nearest neighbor classifier
zbMATH Keywords: finite-sample risk
zbMATH Keywords: asymptotic expansions
zbMATH Keywords: Laplace's method
zbMATH Keywords: simulations
MaRDI profile type: Publication
full work available at URL: https://doi.org/10.1214/aos/1024691080
OpenAlex ID: W2035981651
cites work: Q3327527
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cites work: On the finite sample performance of the nearest neighbor classifier
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DOI: 10.1214/AOS/1024691080
description: scientific article; zbMATH DE number 1359549