\(M\)-type penalized splines with auxiliary scale estimation

DOI10.1016/j.jspi.2020.09.004zbMath1460.62052arXiv1906.08577OpenAlexW2951225729MaRDI QIDQ830684

Ioannis Kalogridis, Stefan Van Aelst

Publication date: 7 May 2021

Published in: Journal of Statistical Planning and Inference (Search for Journal in Brave)

Full work available at URL: https://arxiv.org/abs/1906.08577

zbMATH Keywords

asymptotics\(M\)-estimationpenalized splinesauxiliary scale

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) Asymptotic properties of nonparametric inference (62G20) Nonparametric robustness (62G35)

Related Items (2)

Robust and efficient estimation of nonparametric generalized linear models ⋮ Robust penalized estimators for functional linear regression

Uses Software

• R
• gss
• robustbase
• SemiPar
• gamair
• ISLR

Cites Work

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