An Extended Pareto Distribution

被引:12
|
作者
Mead, M. E. [1 ]
机构
[1] Zagazig Univ, Fac Commerce, Dept Stat & Insurance, Zagazig, Egypt
关键词
Beta-Generated class; Pareto type I distribution; Lorenz; Bonferroni and Zenga curves; Renyi entropy; Maximum likelihood estimation;
D O I
10.18187/pjsor.v10i3.766
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
For the first time, a new continuous distribution, called the generalized beta exponentiated Pareto type I (GBEP) [ McDonald exponentiated Pareto] distribution, is defined and investigated. The new distribution contains as special sub-models some well-known and not known distributions, such as the generalized beta Pareto (GBP) [McDonald Pareto], the Kumaraswamy exponentiated Pareto (KEP), Kumaraswamy Pareto (KP), beta exponentiated Pareto (BEP), beta Pareto (BP), exponentiated Pareto (EP) and Pareto, among several others. Various structural properties of the new distribution are derived, including explicit expressions for the moments, moment generating function, incomplete moments, quantile function, mean deviations and Renyi entropy. Lorenz, Bonferroni and Zenga curves are derived. The method of maximum likelihood is proposed for estimating the model parameters. We obtain the observed information matrix. The usefulness of the new model is illustrated by means of two real data sets. We hope that this generalization may attract wider applications in reliability, biology and lifetime data analysis.
引用
收藏
页码:313 / 329
页数:17
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