Bias assessment in local regression

DOI10.1080/03610918.2021.1907409OpenAlexW3155256660MaRDI QIDQ6172598

Wenkai Ma, W. John Braun

Publication date: 20 July 2023

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://figshare.com/articles/journal_contribution/Bias_assessment_in_local_regression/14396339

zbMATH Keywords

visualizationlocal polynomial regressionbias assessment

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• A simple bootstrap method for constructing nonparametric confidence bands for functions
• Bandwidth choice for nonparametric regression
• Nonparametric regression estimation with general parametric error covariance
• Double-smoothing for bias reduction in local linear regression
• Multivariate locally weighted least squares regression
• Data sharpening methods for bias reduction in nonparametric regression.
• On bias reduction in local linear smoothing
• Estimating the Variance In Nonparametric Regression—What is a Reasonable Choice?
• Multivariate local polynomial regression for estimating average derivatives
• Bias Reduction for Nonparametric and Semiparametric Regression Models
• High-order data sharpening with dependent errors for regression bias reduction

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