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Strong convergence of robust equivariant nonparametric functional regression estimators.

Authors :
Boente, Graciela
Vahnovan, Alejandra
Source :
Statistics & Probability Letters. May2015, Vol. 100, p1-11. 11p.
Publication Year :
2015

Abstract

Robust nonparametric equivariant M -estimators for the regression function have been extensively studied when the covariates are in R k . In this paper, we derive strong uniform convergence rates for kernel-based robust equivariant M -regression estimator when the covariates are functional. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
01677152
Volume :
100
Database :
Academic Search Index
Journal :
Statistics & Probability Letters
Publication Type :
Periodical
Accession number :
101920201
Full Text :
https://doi.org/10.1016/j.spl.2015.01.028