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Estimation of Pianka Overlapping Coefficient for Two Exponential Distributions.

Authors :
Alhihi, Suad
Almheidat, Maalee
Source :
Mathematics (2227-7390). Oct2023, Vol. 11 Issue 19, p4152. 14p.
Publication Year :
2023

Abstract

Overlapping coefficients (OVL) are commonly used to estimate the similarity between populations in terms of their density functions. In this paper, we consider Pianka's overlap coefficient for two exponential populations. The methods for statistical inference of Pianka's coefficient are presented. The bias and mean square error (MSE) of the maximum likelihood estimator (MLE) and the Bayes estimator of Pianka's overlap coefficient are investigated by simulation. Confidence intervals for Pianka's overlap measure are constructed. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
22277390
Volume :
11
Issue :
19
Database :
Academic Search Index
Journal :
Mathematics (2227-7390)
Publication Type :
Academic Journal
Accession number :
172986163
Full Text :
https://doi.org/10.3390/math11194152