Please use this identifier to cite or link to this item: http://hdl.handle.net/10316/43978
Title: Fourier series-based direct plug-in bandwidth selectors for kernel density estimation
Authors: Tenreiro, Carlos 
Issue Date: 2011
Project: CMUC/FCT 
Serial title, monograph or event: Journal of Nonparametric Statistics
Volume: 23
Issue: 2
Abstract: A class of Fourier series based direct plug-in bandwidth selectors for kernel density estimation is considered in this paper. The proposed bandwidth estimators have a relative convergence rate $n^{-1/2}$ whenever the underlying density is smooth enough and the simulation results testify that they present a very good finite sample performance against the most recommended bandwidth selection methods in the literature.
URI: http://hdl.handle.net/10316/43978
Other Identifiers: 10.1080/10485252.2010.537337
Rights: embargoedAccess
Appears in Collections:I&D CMUC - Artigos em Revistas Internacionais

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