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Robust Nonparametric Estimation for Functional Spatial Regression
Conference proceeding

Robust Nonparametric Estimation for Functional Spatial Regression

Mohammed K. Attouch, Abdelkader Gheriballah and Ali Laksaci
RECENT ADVANCES IN FUNCTIONAL DATA ANALYSIS AND RELATED TOPICS, pp.27-31
Contributions to Statistics
01/01/2011

Abstract

Mathematics Physical Sciences Science & Technology Statistics & Probability
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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