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Kernel estimation of entropy function under length-biased sampling.

Authors :
Rajesh, G.
Sunoj, S. M.
Rajesh, Richu
Source :
Communications in Statistics: Theory & Methods. 2022, Vol. 51 Issue 24, p8684-8693. 10p.
Publication Year :
2022

Abstract

In this paper, we propose nonparametric kernel estimators for Shannon differential entropy function under length-biased sampling. Asymptotic properties of the estimators are established under suitable regularity conditions. A simulation study is accomplished to compare the performance of proposed estimators. The usefulness of the estimators are also examined using a real data. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
03610926
Volume :
51
Issue :
24
Database :
Academic Search Index
Journal :
Communications in Statistics: Theory & Methods
Publication Type :
Academic Journal
Accession number :
160164852
Full Text :
https://doi.org/10.1080/03610926.2021.1904987