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  • 标题:Flexible Reduced Logarithmic-Inverse Lomax Distribution with Application for Bladder Cancer
  • 本地全文:下载
  • 作者:Mohamed M. Buzaridah ; Dina A. Ramadan ; Beih S. El-Desouky
  • 期刊名称:Open Journal of Modelling and Simulation
  • 印刷版ISSN:2327-4018
  • 电子版ISSN:2327-4026
  • 出版年度:2021
  • 卷号:9
  • 期号:4
  • 页码:351-369
  • DOI:10.4236/ojmsi.2021.94023
  • 语种:English
  • 出版社:Scientific Research Publishing
  • 摘要:In this paper, a new method for adding parameters to a well-established distribution to obtain more flexible new families of distributions is applied to the inverse Lomax distribution (IFD). This method is known by the flexible reduced logarithmic-X family of distribution (FRL-X). The proposed distribution can be called a flexible reduced logarithmic-inverse Lomax distribution (FRL-IL). The statistical and reliability properties of the proposed models are studied including moments, order statistics, moment generating function, and quantile function. The estimation of the model parameters by maximum likelihood and the observed information matrix are also discussed. In order to assess the potential of the newly created distribution. The extended model is applied to real data and the results are given and compared to other models.
  • 关键词:Lomax Distribution;Inverse Lomax Distribution;Hazard Rate Function;Maximum Likelihood Estimators;Skewness and Kurtosis;Moment Generating Function
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