2011•Contributions to statisticsRequires access

Robust Nonparametric Estimation for Functional Spatial Regression

Mohammed Kadi Attouch, Abdelkader Gheriballah, Ali Laksaci

Open publisher page 9 citations

Abstract

This contribution deals with robust nonparametric regression analysis when the regressors are functional random fields. More precisely, we propose a family of robust nonparametric estimators for nonparametric functional spatial regression based on the kernel method. The main results of this work are the establishment of the almost complete convergence rate of these estimators.

About this research paper

What this paper is about

This contribution deals with robust nonparametric regression analysis when the regressors are functional random fields. More precisely, we propose a family of robust nonparametric estimators for nonparametric functional spatial regression based on the kernel method. The main results of this work are the establishment of the almost complete convergence rate of these estimators.

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OpenAlex reports 9 citations for this work. Citation counts describe recorded attention and do not establish research quality.

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Available abstract

This contribution deals with robust nonparametric regression analysis when the regressors are functional random fields. More precisely, we propose a family of robust nonparametric estimators for nonparametric functional spatial regression based on the kernel method. The main results of this work are the establishment of the almost complete convergence rate of these estimators.

Key concepts: Nonparametric statistics, Nonparametric regression, Estimator, Kernel regression, Kernel (algebra), Kernel density estimation, Regression, Econometrics

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