Please use this identifier to cite or link to this item:
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.
Other Identifiers: 10.1080/10485252.2010.537337
Rights: embargoedAccess
Appears in Collections:I&D CMUC - Artigos em Revistas Internacionais

Files in This Item:
File Description SizeFormat
four-author's version.pdf245.33 kBAdobe PDFView/Open
Show full item record

Page view(s)

checked on Jul 15, 2020


checked on Jul 15, 2020

Google ScholarTM


Items in DSpace are protected by copyright, with all rights reserved, unless otherwise indicated.