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Strong convergence of robust equivariant nonparametric functional regression estimators.
- 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