Gompertz-Topp Leone-G族分布及其应用

Journal of Probability and Statistical Science Pub Date : 2022-10-03 DOI:10.37119/jpss2022.v20i1.630

Kethamile Rannona, B. Oluyede, Simbarashe Chamunorwa

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引用次数: 2

摘要

我们引入了一个新的分布族，称为Gompertz-Topp-Leone-G (goml - g)分布。新的分布族可以表示为Exp-G分布的无限线性组合。它可以处理极尾数据，并具有单调和非单调的风险率函数。通过仿真研究对该估计方法进行了验证。为了说明问题，分析了一些真实的数据示例。

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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The Gompertz-Topp Leone-G Family of Distributions with Applications

We introduce a new family of distributions, referred to as the Gompertz-Topp-Leone-G (Gom-TL-G) distribution. The new family of distributions can be expressed as an infinite linear combination of the Exp-G distributions. It can handle extremely tailed data and has both monotonic and non-monotonic hazard rate functions. A simulation study is used to assess the estimation method. Some real data examples are analyzed for illustrative purposes.

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Journal of Probability and Statistical Science

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