A variant ofKnearest neighbor quantile regression

DOI10.1080/02664763.2015.1070807OpenAlexW2233836505MaRDI QIDQ5138012

Xue-Jun Ma, Xiaoqun He, Xiaokang Shi

Publication date: 3 December 2020

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2015.1070807

zbMATH Keywords

mean squared errorlocal polynomial regressionquantile regressioncross-validationmean absolute error\(K\) nearest neighbor regression

Mathematics Subject Classification ID

Statistics (62-XX)

Uses Software

• SiZer

Cites Work

• Unnamed Item
• Adaptive local linear quantile regression
• Kernel and nearest-neighbor estimation of a conditional quantile
• A comparison of local constant and local linear regression quantile estimators
• Simultaneous multiple non-crossing quantile regression estimation using kernel constraints
• Noncrossing quantile regression curve estimation
• Adapting to Unknown Smoothness via Wavelet Shrinkage
• Nonparametric estimators for percentile regression functions
• Local Linear Quantile Regression
• Regression Quantiles
• SiZer for Exploration of Structures in Curves

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