Consistency of the \(k\)-nearest neighbor classifier for spatially dependent data

DOI10.1007/s40304-021-00261-8MaRDI QIDQ6169173

Ziad Kanaya, Nour Azhari, Ahmad Younso

Publication date: 14 August 2023

Published in: Communications in Mathematics and Statistics (Search for Journal in Brave)

zbMATH Keywords

consistencymixing conditionspatial dataBayes ruletraining data\(k\)-nearest neighbor rule

Mathematics Subject Classification ID

Directional data; spatial statistics (62H11) Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20)

Cites Work

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• Nonparametric discrimination of areal functional data
• On the consistency of a new kernel rule for spatially dependent data
• On nonparametric classification for weakly dependent functional processes
• Strong consistency of a kernel-based rule for spatially dependent data
• Logistic Regression with Network Structure

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