Kernel Density Estimator From Ranked Set Samples

We study kernel density estimator from the ranked set samples (RSS). In the kernel density estimator, the selection of the bandwidth gives strong influence on the resulting estimate. In this article, we consider several different choices of the bandwidth and compare their asymptotic mean integrated...

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Bibliographic Details

Published in:	Communications in statistics. Theory and methods Vol. 43; no. 10-12; pp. 2156 - 2168
Main Authors:	Lim, Johan, Chen, Min, Park, Sangun, Wang, Xinlei, Stokes, Lynne
Format:	Journal Article
Language:	English
Published:	Philadelphia Taylor & Francis 15.05.2014 Taylor & Francis Ltd
Subjects:	62G07 Asymptotic properties Bandwidth Density Estimators Kernel density estimator Kernels Optimal bandwidth Ranked set sampling Samples Statistical analysis Statistical methods
ISSN:	0361-0926, 1532-415X
Online Access:	Get full text
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