THE ODD LOG-LOGISTIC POWER SERIES FAMILY OF DISTRIBUTIONS: PROPERTIES AND APPLICATIONS

被引：0
|
作者：
Goldoust, Mehdi [1 ]
Rezaei, Sadegh [1 ]
Alizadeh, Mojtaba [2 ]
Nadarajah, Saralees [3 ]
机构：
[1] Amirkabir Univ Technol, Tehran, Iran
[2] Persian Gulf Univ Bushehr, Bushehr, Iran
[3] Univ Manchester, Manchester M13 9PL, Lancs, England
来源：
STATISTICA | 2019年 / 79卷 / 01期
关键词：
Estimation; Odd log-logistic family of distributions; Power series distribution; Sensitivity analysis;
D O I：
暂无
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：
A new family of continuous distributions obtained by compounding the odd log-logistic and power series distributions is introduced. The mathematical properties of the proposed family are discussed. The estimation of the parameters is considered by the maximum likelihood method. In order to assess the finite sample performance of maximum likelihood estimators, simulation studies are performed. Finally, the potentiality of the family is illustrated by means of applications to two real data sets.
引用
收藏
页码：77 / 107
页数：31
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