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Some common and dynamic properties of logarithmic Pareto distribution with applications

Authors :
Kayid Mohamed
Source :
Open Physics, Vol 19, Iss 1, Pp 669-678 (2021)
Publication Year :
2021
Publisher :
De Gruyter, 2021.

Abstract

The Pareto distribution satisfies the power law, which is widely used in physics, biology, earth and planetary sciences, economics, finance, computer science, and many other fields. In this article, the logarithmic Pareto distribution, a logarithmic transformation of the Pareto distribution, is presented and studied. The moments, percentiles, skewness, kurtosis, and some dynamic measures such as hazard rate, mean residual life, and quantile residual life are discussed. The parameters were estimated by quantile and maximum likelihood methods. A simulation study was conducted to investigate the efficiency, consistency, and behavior of the maximum likelihood estimator. Finally, the proposed distribution was fitted to some datasets to show its usefulness.

Details

Language :
English
ISSN :
23915471
Volume :
19
Issue :
1
Database :
Directory of Open Access Journals
Journal :
Open Physics
Publication Type :
Academic Journal
Accession number :
edsdoj.09f4da9c06e45a8b3207f23497a3074
Document Type :
article
Full Text :
https://doi.org/10.1515/phys-2021-0082