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  • 标题:Classes of Ordinary Differential Equations Obtained for the Probability Functions of Kumaraswamy Kumaraswamy Distribution
  • 本地全文:下载
  • 作者:Hilary I. Okagbue ; Pelumi E. Oguntunde ; Abiodun A. Opanuga
  • 期刊名称:Lecture Notes in Engineering and Computer Science
  • 印刷版ISSN:2078-0958
  • 电子版ISSN:2078-0966
  • 出版年度:2018
  • 卷号:2233&2234
  • 页码:207-213
  • 出版社:Newswood and International Association of Engineers
  • 摘要:Kumaraswamy Kumaraswamy distribution was obtained by compounding two Kumaraswamy random variables. In this paper, homogenous ordinary differential equations (ODES) of different orders were obtained for the probability density function, quantile function, survival function and hazard function of Kumaraswamy Kumaraswamy distribution. This is possible since the aforementioned probability functions are differentiable. Differentiation and modified product rule were used to obtain the required ordinary differential equations, whose solutions are the respective probability functions. The different conditions necessary for the existence of the ODEs were obtained and it is almost in consistent with the support that defined the various probability functions considered. The parameters that defined each distribution greatly affect the nature of the ODEs obtained. This method provides new ways of classifying and approximating other probability distributions apart from Kumaraswamy Kumaraswamy distribution considered in this research.
  • 关键词:Differentiation; product rule; quantile; function; survival function; approximation; hazard function.
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