Type II Half Logistic Kumaraswamy Distribution with Applications

被引：10
|
作者：
ZeinEldin, Ramadan A. [1 ,2 ]
ul Haq, Muhammad Ahsan [3 ,4 ]
Hashmi, Sharqa [4 ,5 ]
Elsehety, Mahmoud [6 ]
Elgarhy, M. [7 ]
机构：
[1] King Abdulaziz Univ, Deanship Sci Res, Jeddah, Saudi Arabia
[2] Cairo Univ, Fac Grad Studies Stat Res, Giza, Egypt
[3] Univ Punjab, Coll Stat & Actuarial Sci, Lahore, Pakistan
[4] Natl Coll Arts, Qual Enhancement Cell, Lahore, Pakistan
[5] Lahore Coll Women Univ LCWU, Lahore, Pakistan
[6] King Abdulaziz Univ, Jeddah, Saudi Arabia
[7] Valley High Inst Management Finance & Informat Sy, Obour 11828, Qaliubia, Egypt
来源：
JOURNAL OF FUNCTION SPACES | 2020年 / 2020卷
关键词：
D O I：
10.1155/2020/1343596
中图分类号：
O29 [应用数学];
学科分类号：
070104 ;
摘要：
In this paper, a new distribution with a unit interval named type II half logistic Kumaraswamy (TIIHLKw) distribution is proposed. Its density and distribution functions are presented using alternate expressions. This distribution is obtained by adding an extra parameter in the existing model to rise its ability fitting complex data sets. Some important statistical properties of TIIHLKw distribution are derived. The estimation of the parameters is obtained by numerous well-recognized approaches and simulation study confirmed the efficiencies of estimates such obtained. We apply the related model to practical datasets, and it is concluded that the proposed model is the best by model selection criteria than other competitive models.
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收藏
页数：15
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