The discrete power-Ailamujia distribution: properties, inference, and applications

被引:15
作者
Alghamdi, Abdulaziz S. [1 ]
Ahsan-ul-Haq, Muhammad [2 ,3 ]
Babar, Ayesha [4 ]
Aljohani, Hassan M. [5 ]
Afify, Ahmed Z. [6 ]
机构
[1] King Abdulaziz Univ, Coll Sci & Arts, Dept Math, POB 344, Rabigh 21911, Saudi Arabia
[2] Univ Punjab, Coll Stat & Actuarial Sci, Lahore, Pakistan
[3] Natl Coll Arts, Qual Enhancement Cell, Lahore, Pakistan
[4] Minhaj Univ Lahore, Sch Stat, Lahore, Pakistan
[5] Taif Univ, Coll Sci, Dept Math & Stat, POB 11099, At Taif 21944, Saudi Arabia
[6] Benha Univ, Dept Stat Math & Insurance, Banha 13511, Egypt
来源
AIMS MATHEMATICS | 2022年 / 7卷 / 05期
关键词
power-Ailamujia distribution; discretization; reliability analysis; parameter estimation; mean residual life; EXPONENTIAL-DISTRIBUTION;
D O I
10.3934/math.2022465
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this article, a new two-parameter discrete power-Ailamujia (DsPA) distribution is derived using the survival discretization technique. Some key distributional properties and reliability measures are explored in closed forms, such as probability generating function, first four moments and mean residual life. The DsPA parameters are estimated using the maximum likelihood approach. The performance of this estimation method is assessed via a simulation study. The flexibility of the DsPA distribution is shown using three count datasets. The DsPA distribution provides a better fit than some recent discrete models such as the discrete Burr-XII, uniform Poisson-Ailamujia, Poisson, discrete-Pareto, discrete-Rayleigh, discrete inverse-Rayleigh, and discrete Burr-Hutke distributions.
引用
收藏
页码:8344 / 8360
页数:17
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