An affine invariant \(k\)-nearest neighbor regression estimate

DOI10.1016/j.jmva.2012.05.020zbMath1274.62275arXiv1201.0586OpenAlexW2066059053MaRDI QIDQ450849

Adam Krzyżak, Vida Dujmović, Gérard Biau, Luc P. Devroye

Publication date: 26 September 2012

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1201.0586

zbMATH Keywords

nonparametric estimationregression function estimationaffine invariancemathematical statisticsnearest neighbor methods

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Nonparametric estimation (62G05)

Related Items

Stochastic temporal data upscaling using the generalized \(k\)-nearest neighbor algorithm, Multivariate goodness-of-fit on flat and curved spaces via nearest neighbor distances, Nonparametrically consistent depth-based classifiers

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