A new class of probability distributions with an application in engineering science

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2024-06-05 DOI:10.18187/pjsor.v20i2.3845

Anwar Hassan, I. H. Dar, M. A. Lone

引用次数: 0

Abstract

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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一类新的概率分布在工程科学中的应用

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。

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来源期刊

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.