A simple bias reduction method for density estimation

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

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LSE Research Online

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Last time updated on 10/02/2012

This paper was published in LSE Research Online.

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