Strong convergence of robust equivariant nonparametric functional regression estimators

DOI10.1016/j.spl.2015.01.028zbMath1328.62298OpenAlexW2002143671MaRDI QIDQ2348310

Alejandra Vahnovan, Graciela Boente

Publication date: 11 June 2015

Published in: Statistics \& Probability Letters (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.spl.2015.01.028

zbMATH Keywords

robust estimationfunctional datakernel weights\(M\)-location functionals

Mathematics Subject Classification ID

Asymptotic properties of parametric estimators (62F12) Nonparametric robustness (62G35)

Related Items (12)

The trimmed mean in non-parametric regression function estimation ⋮ Robust testing for superiority between two regression curves ⋮ Robust equivariant non parametric regression estimators for functional ergodic data ⋮ Nonparametric modelling for functional data: selected survey and tracks for future ⋮ Robust nonparametric equivariant regression for functional data with responses missing at random ⋮ kNN robustification equivariant nonparametric regression estimators for functional ergodic data ⋮ Local linear estimate of the nonparametric robust regression in functional data ⋮ Unnamed Item ⋮ Estimation and inference in semi-functional partially linear measurement error models ⋮ Robust estimators in semi-functional partial linear regression models ⋮ Unnamed Item ⋮ Asymptotic normality of a robust kernel estimator of the regression function for functional ergodic data: case of an unknown scale parameter

Uses Software

• fda (R)
• robustbase

Cites Work

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• Asymptotic Distribution of Robust Estimator for Functional Nonparametric Models
• Robust Statistics
• Robust Estimation of a Location Parameter
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