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  • 标题:On the Alpha Power Kumaraswamy Distribution: Properties, Simulation and Application
  • 本地全文:下载
  • 作者:Mohamed Ali Ahmed
  • 期刊名称:Revista Colombiana de Estadística
  • 印刷版ISSN:2389-8976
  • 出版年度:2020
  • 卷号:43
  • 期号:2
  • 页码:285-313
  • DOI:10.15446/rce.v43n2.83598
  • 出版社:Universidad Nacional de Colombia, sede Bogotá
  • 摘要:Adding new parameters to classical distributions becomes one of the most important methods for increasing distributions flexibility, especially, in simulation studies and real data sets. In this paper, alpha power transformation (APT) is used and applied to the Kumaraswamy (K) distribution and a proposed distribution, so called the alpha power Kumaraswamy (AK) distribution, is presented. Some important mathematical properties are derived, parameters estimation of the AK distribution using maximum likelihood method is considered. A simulation study and a real data set are used to illustrate the flexibility of the AK distribution compared with other distributions.
  • 关键词:Transformación de potencia alfa;Estimación de máxima verosimilitud;Momentos;Estadísticas de pedidos;La distribución de Kumaraswamy
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