Local linear estimate of the nonparametric robust regression in functional data

DOI10.1016/j.spl.2017.11.003zbMath1436.62714OpenAlexW2768953469MaRDI QIDQ1698263

Ali Laksaci, Faiza Belarbi, Souheyla Chemikh

Publication date: 15 February 2018

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2017.11.003

zbMATH Keywords

asymptotic normalityrobust estimationfunctional data analysisalmost complete convergencelocal linear method

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Functional data analysis (62R10) Nonparametric robustness (62G35)

Related Items (2)

Local linear estimate of the nonparametric robust regression in functional data ⋮ FDA: strong consistency of the kNN local linear estimation of the functional conditional density and mode

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