Cubic Transmuted Pareto Distribution

被引：1
|
作者：
Rahman M.M. [1 ,2 ]
Al-Zahrani B. [1 ]
Shahbaz M.Q. [1 ]
机构：
[1] Department of Statistics, King Abdulaziz University, Jeddah
[2] Department of Statistics, Islamic University, Kushtia
来源：
Annals of Data Science | 2020年 / 7卷 / 01期
关键词：
Cubic transmutation; Entropy; Maximum likelihood estimation; Order statistics; Pareto distribution; Reliability analysis;
D O I：
10.1007/s40745-018-0178-8
中图分类号：
O21 [概率论与数理统计];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
In this article, we have proposed the cubic transmuted Pareto distribution, by using the cubic transmuted family of distributions introduced by Rahman et al. (in Pak J Stat Oper Res 14:451–469, 2018). We have explored the distribution in detail and statistical properties of the distribution have been studied. The parameter estimation for the distribution has been discussed and the performance of estimators is studied by conducting extensive simulation study. Finally, the cubic transmuted Pareto distribution has been fitted on two real datasets to investigate it’s applicability. © 2018, Springer-Verlag GmbH Germany, part of Springer Nature.
引用
收藏
页码：91 / 108
页数：17
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