A recipe for robust estimation using pseudo data

DOI10.1016/J.JKSS.2007.05.001zbMath1196.62036OpenAlexW1993655712MaRDI QIDQ1031778

Donghoh Kim, Hee-Seok Oh, Jaeyong Lee

Publication date: 30 October 2009

Published in: Journal of the Korean Statistical Society (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jkss.2007.05.001

Mathematics Subject Classification ID

Nonparametric robustness (62G35) Nonparametric estimation (62G05)

Related Items (2)

Influence diagnostics for robust P-splines using scale mixture of normal distributions ⋮ Robust estimation for boundary correction in wavelet regression

Uses Software

• KernSmooth
• SemiPar

Cites Work

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• Spline smoothing: The equivalent variable kernel method
• Asymptotics for M-type smoothing splines
• Robust regression: Asymptotics, conjectures and Monte Carlo
• Splines as local smoothers
• Smoothing methods in statistics
• The Role of Pseudo Data for Robust Smoothing with Application to Wavelet Regression
• Robust Locally Weighted Regression and Smoothing Scatterplots
• Local Regression and Likelihood
• Semiparametric Regression
• Robust Statistics

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