Flexible Reduced Logarithmic-Inverse Lomax Distribution with Application for Bladder Cancer

M. M. Buzaridah, Dina A. Ramadan, B. El-Desouky
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引用次数: 3

Abstract

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.
柔性约对数逆Lomax分布在膀胱癌中的应用
本文将一种新的方法应用于逆Lomax分布(IFD),该方法可以在已建立的分布中增加参数以获得更灵活的新分布族。这种方法被称为柔性简化对数- x分布族(FRL-X)。所提出的分布可称为柔性简化对数逆洛max分布(FRL-IL)。研究了模型的统计特性和可靠性,包括矩量、阶统计量、矩生成函数和分位数函数。讨论了用极大似然法和观测信息矩阵估计模型参数的方法。以评估新创建的分布的潜力。将该扩展模型应用于实际数据,并与其他模型进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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