A New Four-Parameter Weibull Model for Lifetime Data

被引:17
|
作者
Haitham M. Yousof
Ahmed Z. Afify
Gauss M. Cordeiro
Ayman Alzaatreh
Mohammad Ahsanullah
机构
[1] Benha University,Department of Statistics, Mathematics and Insurance
[2] Universidade Federal de Pernambuco,Departamento de Estatstica
[3] Nazarbayev University,Department of Mathematics
[4] Rider University,Department of Management Sciences
来源
关键词
Entropy; Exponentiated Generalized Family; Generating Function; Maximum Likelihood; Order Statistic; Transmuted Family; 60E05; 62E10;
D O I
10.2991/jsta.2017.16.4.3
中图分类号
学科分类号
摘要
We introduce a new four-parameter distribution with constant, decreasing, increasing, bathtub and upside-down bathtub failure rate called the transmuted exponentiated generalized Weibull model. Some of its mathematical properties including explicit expressions for the ordinary and incomplete moments, generating function, Rényi and Shannon entropies, order statistics and probability weighted moments are derived. The estimation of the model parameters is performed by maximum likelihood. The flexibility of the new model is illustrated by means of three applications to real data.
引用
收藏
页码:448 / 466
页数:18
相关论文
共 50 条