Chen Pareto Distribution: Properties and Application

被引:1
|
作者
Awodutire, Phillip Oluwatobi [1 ]
机构
[1] Univ Africa, Dept Math Sci, Toru Orua, Nigeria
关键词
Chen-G; Pareto distribution; statistical properties; estimation; simulation;
D O I
10.18187/pjsor.v16i4.3418
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
In this work, a new distribution called the Chen Pareto distribution was derived using the Chen-G family of distributions. The mixture representation of the distribution was obtained. Furthermore, some statistical properties such as moments, moment generating functions, order statistics properties of the distribution were explored. The parameter estimation for the distribution was done using the maximum likelihood estimation method and the performance of estimators was assessed by conducting an extensive simulation study. The distribution was applied to a real data set in which it performed best when compared to some related distributions
引用
收藏
页码:812 / 826
页数:15
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