Uniform consistency in number of neighbors of the \(k\)NN estimator of the conditional quantile model

DOI10.1007/s00184-021-00806-5zbMath1475.62133OpenAlexW3127782619MaRDI QIDQ2230662

Mustapha Rachdi, Ali Laksaci, Elias Ould Saïd

Publication date: 28 September 2021

Published in: Metrika (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s00184-021-00806-5

zbMATH Keywords

quantile regressionfunctional data analysis\(k\)NN methodalmost complete convergence ratefunctional nonparametric statisticsUNN consistencyfuel qualitynear-infrared spectroscopy

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Nonparametric hypothesis testing (62G10) Functional data analysis (62R10) Nonparametric robustness (62G35) Nonparametric estimation (62G05) Applications of statistics in engineering and industry; control charts (62P30)

Uses Software

• fda (R)

Cites Work

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