The Inverse Epsilon Distribution as an Alternative to Inverse Exponential Distribution with a Survival Times Data Example

IF 0.3 Q4 COMPUTER SCIENCE, CYBERNETICS
T. Jónás, C. Chesneau, J. Dombi, H. Bakouch
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引用次数: 0

Abstract

This paper is devoted to a new flexible two-parameter lower-truncated distribution, which is based on the inversion of the so-called epsilon distribution. It is called the inverse epsilon distribution. In some senses, it can be viewed as an alternative to the inverse exponential distribution, which has many applications in reliability theory and biology. Diverse properties of the new lower-truncated distribution are derived including relations with existing distributions, hazard and reliability functions, survival and reverse hazard rate functions, stochastic ordering, quantile function with related skewness and kurtosis measures, and moments. A demonstrative survival times data example is used to show the applicability of the new model.
反Epsilon分布作为反指数分布的替代——以生存时间数据为例
本文致力于一种新的灵活的双参数下截断分布,它是基于所谓的ε分布的反演。它被称为反ε分布。在某些意义上,它可以被视为反指数分布的一种替代方案,反指数分布在可靠性理论和生物学中有许多应用。导出了新的下截断分布的各种性质,包括与现有分布的关系、风险和可靠性函数、生存和反向风险率函数、随机排序、具有相关偏度和峰度测度的分位数函数以及矩。使用一个演示生存时间数据示例来说明新模型的适用性。
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来源期刊
Acta Cybernetica
Acta Cybernetica COMPUTER SCIENCE, CYBERNETICS-
CiteScore
1.10
自引率
0.00%
发文量
17
期刊介绍: Acta Cybernetica publishes only original papers in the field of Computer Science. Manuscripts must be written in good English.
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