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
相关论文
共 50 条
  • [21] Pareto law and Pareto index in the income distribution of Japanese companies
    Ishikawa, A
    PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2005, 349 (3-4) : 597 - 608
  • [22] Extended generalised Pareto models for tail estimation
    Papastathopoulos, Ioannis
    Tawn, Jonathan A.
    JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2013, 143 (01) : 131 - 143
  • [23] Inliers detection in pareto distribution
    Khabia, Arti.
    Muralidharan, K.
    JOURNAL OF INTERDISCIPLINARY MATHEMATICS, 2012, 15 (4-5) : 261 - 274
  • [24] ON ESTIMATION OF THE TRUNCATED PARETO DISTRIBUTION
    Huang, Mei Ling
    Zhao, Ke
    ADVANCES AND APPLICATIONS IN STATISTICS, 2010, 16 (01) : 83 - 102
  • [25] Estimation of the generalized Pareto distribution
    del Castillo, Joan
    Daoudi, Jalila
    STATISTICS & PROBABILITY LETTERS, 2009, 79 (05) : 684 - 688
  • [26] ESTIMATION OF PARAMETERS OF PARETO DISTRIBUTION
    MALIK, HJ
    ANNALS OF MATHEMATICAL STATISTICS, 1966, 37 (03): : 765 - &
  • [27] On the Extension of Exponentiated Pareto Distribution
    Hassan, Amal S.
    Hemeda, Saeed Elsayed
    Nassr, Said G.
    JOURNAL OF MODERN APPLIED STATISTICAL METHODS, 2020, 19 (01)
  • [28] The Kumaraswamy Pareto IV Distribution
    Tahir, M. H.
    Cordeiro, Gauss M.
    Mansoor, M.
    Zubair, M.
    Alzaatreh, A.
    AUSTRIAN JOURNAL OF STATISTICS, 2021, 50 (05) : 1 - 22
  • [29] Control charts for the Pareto distribution
    GUO Bao-cai
    WANG Bing-xing
    AppliedMathematics:AJournalofChineseUniversities(SeriesB), 2015, 30 (04) : 379 - 396
  • [30] A CHARACTERIZATION OF THE MULTIVARIATE PARETO DISTRIBUTION
    JUPP, PE
    MARDIA, KV
    ANNALS OF STATISTICS, 1982, 10 (03): : 1021 - 1024