The k nearest neighbors smoothing of the relative-error regression with functional regressor-Reference-Cited by-同舟云学术

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The k nearest neighbors smoothing of the relative-error regression with functional regressor

Published:2020-09-03 Issue: Volume: Page:1-14
ISSN:0361-0926
Container-title:Communications in Statistics - Theory and Methods
language:en
Short-container-title:Communications in Statistics - Theory and Methods

Author:

Almanjahie Ibrahim M.¹²^ORCID,Aissiri Khlood A.³,Laksaci Ali¹²,Chikr Elmezouar Zouaoui¹²⁴

Affiliation:

1. Department of Mathematics, College of Science, King Khalid University, Abha, Saudi Arabia

2. Statistical Research and Studies Support Unit, King Khalid University, Abha, Saudi Arabia

3. Department of Mathematics, College of Sciences and Arts, King Khalid University, Muhail Asir, Saudi Arabia

4. Department de Mathematique, Université Tahri Mohammed, Béchar, Algeria

Funder

King Khalid University

Publisher

Informa UK Limited

Subject

Statistics and Probability

Link

https://www.tandfonline.com/doi/pdf/10.1080/03610926.2020.1811870

Reference30 articles.

1. Strong approximations for the p-fold integrated empirical process with applications to statistical tests

2. Partial linear modelling with multi-functional covariates

3. Nonparametric relative error regression for spatial random variables

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1. Robust kernel regression function with uncertain scale parameter for high dimensional ergodic data using $ k $-nearest neighbor estimation;AIMS Mathematics;2023

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3. Freight Cost Prediction Using Machine Learning Algorithms;Lecture Notes in Electrical Engineering;2023

4. $ k $NN local linear estimation of the conditional density and mode for functional spatial high dimensional data;AIMS Mathematics;2023

5. kNN robustification equivariant nonparametric regression estimators for functional ergodic data;Hacettepe Journal of Mathematics and Statistics;2022-12-31

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