Scalar-on-Function Relative Error Regression for Weak Dependent Case

Scalar-on-Function Relative Error Regression for Weak Dependent Case

Analyzing the co-variability between the Hilbert regressor and the scalar output variable is crucial in functional statistics. In this contribution, the kernel smoothing of the Relative Error Regression (RE-regression) is used to resolve this problem. Precisely, we use the relative square error to e...

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Bibliographic Details
Main Authors: Zouaoui Chikr Elmezouar, Fatimah Alshahrani, Ibrahim M. Almanjahie, Zoulikha Kaid, Ali Laksaci, Mustapha Rachdi
Format: Article
Language:English
Published: MDPI AG 2023-06-01
Series:Axioms
Subjects:
complete convergence (a.co.)
relative error regression
nonparametric prediction
kernel method
bandwidth parameter
functional data
Online Access:https://www.mdpi.com/2075-1680/12/7/613

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