一类新的概率分布在工程科学中的应用

IF 1.1 Q3 STATISTICS & PROBABILITY
Anwar Hassan, I. H. Dar, M. A. Lone
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引用次数: 0

摘要

在本手稿中,我们引入了一类新的概率分布,称为新指数变换(NET),它在不增加额外参数复杂性的情况下,为任何基线分布增加了更多灵活性。然后,我们在指数化指数分布上对 NET 进行了特殊化,得到了新指数化指数分布(NEE)。NEE 分布在密度函数方面具有更广泛的灵活性,而且还具有递增、递减和浴缸危险率函数。此外,还强调了 NEE 分布的几个数学特性。为了适用所提出的分布,我们考虑了两个工程数据集,结果发现 NEE 比所考虑的所有模型拟合得更好。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A new class of probability distributions with an application in engineering science
In this manuscript, we introduced a new class of probability distributions called new exponentiated transformation(NET) that adds more flexibility to any baseline distribution without adding the complexity of an extra parameter. NET is then specialised on exponentiated exponential distribution and a new exponentiated exponential( NEE) distribution is obtained. The NEE distribution has wider flexibility in terms of density function and also has increasing, decreasing and bathtub hazard rate function. Several mathematical properties of NEE distribution are also highlighted. For applicability of proposed distribution, two engineering data sets are considered and it is sensed that NEE leads to a better fit than all models taken under consideration
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来源期刊
CiteScore
3.30
自引率
26.70%
发文量
53
期刊介绍: Pakistan Journal of Statistics and Operation Research. PJSOR is a peer-reviewed journal, published four times a year. PJSOR publishes refereed research articles and studies that describe the latest research and developments in the area of statistics, operation research and actuarial statistics.
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