文章基本信息

标题：The Modified Kumaraswamy Weibull Distribution Properties and Applications in Reliability and Engineering Sciences
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作者：M. E. Mead ; Ahmed Afify ; Nadeem Shafique Butt 等
期刊名称：Pakistan Journal of Statistics and Operation Research
印刷版ISSN：2220-5810
出版年度：2020
卷号：16
期号：3
页码：433-446
DOI：10.18187/pjsor.v16i3.3306
语种：English
出版社：College of Statistical and Actuarial Sciences
摘要：We introduce the Kumaraswamy alpha power-G (KAP-G) family which extends the alpha power family (Mahdavi and Kundu, 2017) and some other families. We consider the Weibull as baseline for the KAP family and generate Kumaraswamy alpha power Weibull distribution which has right-skewed, left-skewed, symmetrical, and reversed-J shaped densities, and decreasing, increasing, bathtub, upside-down bathtub, increasing-decreasing–increasing, J shaped and reversed-J shaped hazard rates. The proposed distribution can model non-monotone and monotone failure rates which are quite common in engineering and reliability studies. Some basic mathematical properties of the new model are derived. The maximum likelihood estimation method is used to evaluate the parameters and the observed information matrix is determined. The performance and flexibility of the proposed family is illustrated via two real data applications.
关键词：Alpha power family;Kumaraswamy family;Maximum likelihood estimation;Weibull distribution