Suppr超能文献

加权幂律 Maxwell 分布:统计推断及其在 COVID-19 中的应用。

Weighted power Maxwell distribution: Statistical inference and COVID-19 applications.

机构信息

Department of Mathematics, Faculty of Science in Zulfi, Majmaah University, Al Majma'ah, Kingdom of Saudi Arabia.

Department of Basic Sciences, College of Science and Theoretical Studies, Saudi Electronic University, Riyadh, Saudi Arabia.

出版信息

PLoS One. 2023 Jan 3;18(1):e0278659. doi: 10.1371/journal.pone.0278659. eCollection 2023.

Abstract

During the course of this research, we came up with a brand new distribution that is superior; we then presented and analysed the mathematical properties of this distribution; finally, we assessed its fuzzy reliability function. Because the novel distribution provides a number of advantages, like the reality that its cumulative distribution function and probability density function both have a closed form, it is very useful in a wide range of disciplines that are related to data science. One of these fields is machine learning, which is a sub field of data science. We used both traditional methods and Bayesian methodologies in order to generate a large number of different estimates. A test setup might have been carried out to assess the effectiveness of both the classical and the Bayesian estimators. At last, three different sets of Covid-19 death analysis were done so that the effectiveness of the new model could be demonstrated.

摘要

在这项研究过程中,我们提出了一种全新的分布,它具有优越性;然后,我们展示并分析了这种分布的数学性质;最后,我们评估了它的模糊可靠性函数。由于新分布具有许多优点,例如其累积分布函数和概率密度函数都具有闭式形式,因此它在与数据科学相关的许多学科中都非常有用。其中一个领域是机器学习,它是数据科学的一个分支。我们使用了传统方法和贝叶斯方法来生成大量不同的估计值。可能进行了测试设置以评估经典估计器和贝叶斯估计器的有效性。最后,对三组不同的新冠死亡分析进行了研究,以展示新模型的有效性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ef39/9810183/8b31b0890ffd/pone.0278659.g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验