Generalized Topp-Leone-G power series class of distributions: properties and applications

被引：0
|
作者：
Warahena-Liyanage, Gayan [1 ]
Gabanakgosi, Morongwa [2 ]
Oluyede, Broderick [2 ]
机构：
[1] Univ Dayton, Dept Math, Dayton, OH 45469 USA
[2] Botswana Int Univ Sci & Technol, Dept Math & Stat Sci, Palapye, Botswana
来源：
ELECTRONIC JOURNAL OF APPLIED STATISTICAL ANALYSIS | 2023年 / 16卷 / 03期
关键词：
Generalized Topp-Leone-G; power series distribution; maximum likelihood estimation;
D O I：
10.1285/i20705948v16n3p564
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：
This note is concerned with the construction, development and applications of a new class of distributions referred to as the Generalized Topp-Leone-G Power Series class of distributions. More importantly, this new generalized class of distributions can be expressed as an infinite linear combination of exponentiated-G distributions, which allows us to develop and obtain the important statistical and mathematical properties. Monte Carlo simulations are conducted to established the consistency of the estimation process. Applications in several areas are presented to illustrate the importance and usefulness of this new class of distributions.
引用
收藏
页码：564 / 583
页数：21
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