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A simple bias reduction method for density estimation

By M C Jones, Oliver Linton and J P Nielsen

Abstract

A new method for bias reduction in nonparametric density estimation is proposed. The method is a simple, two-stage multiplicative bias correction. Its theoretical properties are investigated, and simulations indicate its practical potential. The method is easy to compute and to analyse, and extends simply to multivariate and other estimation problems

Topics: HB Economic Theory
Publisher: Oxford University Press on behalf of the Biometrika Trust
Year: 1995
DOI identifier: 10.1093/biomet
OAI identifier: oai:eprints.lse.ac.uk:1256
Provided by: LSE Research Online
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