The Kumaraswamy-transmuted exponentiated modified Weibull distribution

被引:13
|
作者
Al-babtain, Abdulhakim [1 ]
Fattah, Ahmed A. [2 ]
Ahmed, A-Hadi N. [2 ]
Merovci, Faton [3 ]
机构
[1] King Saud Univ, Dept Stat & Operat Res, Riyadh, Saudi Arabia
[2] Cairo Univ, Inst Stat Studies & Res, Giza 12613, Egypt
[3] Univ Prishtina, Dept Math, Prishtina, Kosovo
关键词
Exponentiated exponential; Exponentiated weibull; Kumaraswamy distribution; Maximum likelihood estimation; Order statistics; Survival function; Transmutation; 62N01; 62N02; 62E10; FAMILY; RELIABILITY;
D O I
10.1080/03610918.2015.1011338
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 article introduces a new generalization of the transmuted exponentiated modified Weibull distribution introduced by Eltehiwy and Ashour in 2013, using Kumaraswamy distribution introduced by Cordeiro and de Castro in 2011. We refer to the new distribution as Kumaraswamy-transmuted exponentiated modified Weibull (Kw-TEMW) distribution. The new model contains 54 lifetime distributions as special cases such as the KumaraswamyWeibull, exponentiated modified Weibull, exponentiated Weibull, exponentiated exponential, transmuted Weibull, Rayleigh, linear failure rate, and exponential distributions, among others. The properties of the new model are discussed and the maximum likelihood estimation is used to evaluate the parameters. Explicit expressions are derived for the moments and examine the order statistics. This model is capable of modeling various shapes of aging and failure criteria.
引用
收藏
页码:3812 / 3832
页数:21
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