Topp-Leone moment exponential distribution: properties and applications

被引：3
|
作者：
Abbas, S. [1 ]
Jahngeer, A. [2 ]
Shahbaz, S. H. [3 ]
Afify, A. Z. [4 ]
Shahbaz, M. Q. [3 ]
机构：
[1] COMSATS Univ Islambad, Dept Stat, Lahore Campus, Lahore, Pakistan
[2] COMSATS Univ Islambad, Dept Math, Wah Campus, Islamabad, Pakistan
[3] King Abdulaziz Univ, Dept Stat, Jeddah, Saudi Arabia
[4] Benha Univ, Dept Stat Math & Insurance, Banha, Egypt
来源：
JOURNAL OF THE NATIONAL SCIENCE FOUNDATION OF SRI LANKA | 2020年 / 48卷 / 03期
关键词：
Characterisation; estimation; moment exponential; reliability; Topp-Leone-G family; FAMILY;
D O I：
10.4038/jnsfsr.v48i3.8836
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 this article, a new three parameter lifetime model is proposed as a generalisation of the moment exponential distribution. The proposed model is named as Topp-Leone moment exponential distribution. The induction of two additional shape parameters will enhance the capability of the proposed model to handle the complex scenarios in modelling. Several properties of the proposed model are discussed. The model parameters are estimated using method of maximum likelihood. Real life applications of the proposed model have been carried out by using datasets from the fields of botany, archaeology and ecology.
引用
收藏
页码：265 / 274
页数：10
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