THE BETA WEIBULL-FRECHET DISTRIBUTION: CHARACTERIZATIONS AND APPLICATIONS

被引:1
|
作者
Badr, Majdah Mohammed [1 ]
Badawi, Amal T. [1 ,2 ]
Al-Zahrani, Amal H. [1 ]
机构
[1] Univ Jeddah, Fac Sci Girls, Stat Dept, POB 70973, Jeddah 21577, Saudi Arabia
[2] Mansoura Univ, Fac Commerce, Appl Stat & Insurance Dept, Mansoura, Egypt
关键词
beta Weibull-Frechet distribution; moments; mean deviations; Renyi entropy; maximum likelihood estimation; FAMILY;
D O I
10.17654/0972361723055
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
The aim of this article is to discuss a new model called the beta Weibull-Frechet (BW-Fr) distribution. Fundamental characteristics of this distribution are provided such as the density, cumulative, survival, and hazard functions. Several sub-models of BW-Fr are defined. Also, the quantile function, moments, some measures of central tendency, dispersion, order statistics, and Renyi entropy are obtained. The maximum likelihood (ML) estimation is employed to estimate the unknown model's parameters. Some numerical results are investigated to examine the performance of the estimates. Finally, applications for two real datasets are presented to illustrate the importance and flexibility of the new proposed model.
引用
收藏
页码:141 / 173
页数:33
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