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  • 标题:The Marshall-Olkin Topp Leone-G family of distributions: A family for generalizing probability models
  • 本地全文:下载
  • 作者:Mundher A. Khaleel ; Pelumi E. Oguntunde ; Jamal N. Al Abbasi
  • 期刊名称:Scientific African
  • 印刷版ISSN:2468-2276
  • 出版年度:2020
  • 卷号:8
  • 页码:1-19
  • DOI:10.1016/j.sciaf.2020.e00470
  • 语种:English
  • 出版社:Elsevier
  • 摘要:AbstractThis paper introduced a family of distributions which is flexible and capable of yielding more robust compound probability models when used in modeling real life events. General statistical properties of the family; Marshall-Olkin Topp Leone-G family of distributions were adequately provided. For illustration purpose, the Marshall-Olkin Topp Leone Weibull distribution was applied to three real life data sets and it is undoubtedly better than its competitors; Marshall Olkin Topp Leone Burr XII, Marshall Olkin Topp Leone Lomax, Beta Weibull, Kumaraswamy Weibull (KuWe), Exponentiated Generalized Weibull (EGWe) and Weibull Weibull (WeWe) distributions. Simulation studies were also provided to investigate the behavior of the parameters.
  • 关键词:KeywordsGeneralized modelsTopp Leone family of distributionsMarshall-Olkin family of distributionsMarshall-Olkin Topp Leone-G family of distributionsMathematical statisticsSimulation
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