Local and Variable Bandwidths and Local Linear Regression

DOI10.1080/02331889508802511zbMath0862.62035OpenAlexW2064182414MaRDI QIDQ2785882

M. C. Jones

Publication date: 27 February 1997

Published in: Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02331889508802511

zbMATH Keywords

local polynomial fittingbias reductionvariable kernelsmean squared errorkernel smoothingcurve estimationnonparametric regressionkernel density estimatorslocal linear fittinglocal bandwidthsvariable bandwidthsweightingsnon-global bandwidth

Mathematics Subject Classification ID

Density estimation (62G07)

Cites Work

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• On plug-in rules for local smoothing of density estimators
• Variable bandwidth and local linear regression smoothers
• Consistent nonparametric regression. Discussion
• A multiplicative bias reduction method for nonparametric regression
• On bandwidth variation in kernel estimates. A square root law
• On the bias of variable bandwidth curve estimators
• A simple bias reduction method for density estimation

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