扩展Gumbel类型-2分布:属性和应用

A. A. Ogunde, Taiwo Stephen Fayose, B. Ajayi, D. Omosigho
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引用次数: 9

摘要

本文利用广义指数分布,提出了一种新的四参数扩展Gumbel 2型分布,该分布可进一步分为Lehman I型和II型Gumbel 2型分布。研究了所提出的分布的分布性质。我们推导力矩;因此,我们概括了文献中的一些结果。得到了阶统计量的密度、矩生成函数和矩的表达式。讨论了用极大似然法估计参数的问题,并给出了已开发分布的信息矩阵。利用猪的癌症缓解时间和生存时间这两个生命数据,证明了扩展Gumbel 2型分布在真实生活数据建模中的适用性,发现新模型比它的子模型更灵活。
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Extended Gumbel Type-2 Distribution: Properties and Applications
In this paper, we proposed a new four-parameter Extended Gumbel type-2 distribution which can further be split into the Lehman type I and type II Gumbel type-2 distribution by using a generalized exponentiated distribution. The distributional properties of the proposed distribution have been studied. We derive the th moment; thus, we generalize some results in the literature. Expressions for the density, moment-generating function, and th moment of the order statistics are also obtained. We discuss estimation of the parameters by maximum likelihood and provide the information matrix of the developed distribution. Two life data, which consist of data on cancer remission times and survival times of pigs, were used to show the applicability of the Extended Gumbel type-2 distribution in modelling real life data, and we found out that the new model is more flexible than its submodels.
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