Alpha-Power Pareto distribution: Its properties and applications

被引:36
|
作者
Ihtisham, Shumaila [1 ]
Khalil, Alamgir [2 ]
Manzoor, Sadaf [1 ]
Khan, Sajjad Ahmad [1 ]
Ali, Amjad [1 ]
机构
[1] Islamia Coll, Dept Stat, Peshawar, Khyber Pakhtunk, Pakistan
[2] Univ Peshawar, Dept Stat, Peshawar, Khyber Pakhtunk, Pakistan
来源
PLOS ONE | 2019年 / 14卷 / 06期
关键词
GENERATING FAMILIES; UNIVARIATE;
D O I
10.1371/journal.pone.0218027
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
In Statistical theory, inclusion of an additional parameter to standard distributions is a usual practice. In this study, a new distribution referred to as Alpha-Power Pareto distribution is introduced by including an extra parameter. Several properties of the proposed distribution, including moment generating function, mode, quantiles, entropies, mean residual life function, stochastic orders and order statistics are obtained. Parameters of the proposed distribution have been estimated using maximum likelihood estimation technique. Two real datasets have been considered to examine the usefulness of the proposed distribution. It has been observed that the proposed distribution outperforms different variants of Pareto distribution on the basis of model selection criteria.
引用
收藏
页数:15
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