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Extended Half-Power Exponential Distribution with Applications to COVID-19 Data.

Authors :
Santoro, Karol I.
Gómez, Héctor J.
Barranco-Chamorro, Inmaculada
Gómez, Héctor W.
Source :
Mathematics (2227-7390). Mar2022, Vol. 10 Issue 6, p942. 16p.
Publication Year :
2022

Abstract

In this paper, the Extended Half-Power Exponential (EHPE) distribution is built on the basis of the Power Exponential model. The properties of the EHPE model are discussed: the cumulative distribution function, the hazard function, moments, and the skewness and kurtosis coefficients. Estimation is carried out by applying maximum likelihood (ML) methods. A Monte Carlo simulation study is carried out to assess the performance of ML estimates. To illustrate the usefulness and applicability of EHPE distribution, two real applications to COVID-19 data in Chile are discussed. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
22277390
Volume :
10
Issue :
6
Database :
Academic Search Index
Journal :
Mathematics (2227-7390)
Publication Type :
Academic Journal
Accession number :
156071961
Full Text :
https://doi.org/10.3390/math10060942