Some common and dynamic properties of logarithmic Pareto distribution with applications

被引:0
|
作者
Kayid, Mohamed [1 ]
机构
[1] King Saud Univ, Dept Stat & Operat Res, Coll Sci, Riyadh, Saudi Arabia
来源
OPEN PHYSICS | 2021年 / 19卷 / 01期
关键词
Pareto distribution; logarithmic transformation; maximum likelihood estimation; POWER LAWS; CRITICALITY;
D O I
10.1515/phys-2021-0082
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
The Pareto distribution satisfies the power law, which is widely used in physics, biology, earth and plane-tary 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, per-centiles, skewness, kurtosis, and some dynamic measures such as hazard rate, mean residual life, and quantile resi-dual life are discussed. The parameters were estimated by quantile and maximum likelihood methods. A simulation study was conducted to investigate the efficiency, consis-tency, and behavior of the maximum likelihood estimator. Finally, the proposed distribution was fitted to some data-sets to show its usefulness.
引用
收藏
页码:669 / 678
页数:10
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