加权胆汁分布的贝叶斯推断：回归模型

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2023-03-04 DOI:10.18187/pjsor.v19i1.4140

Yupapin Atikankul

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引用次数: 0

摘要

本文提出了一种新的寿命分布。给出了该分布的各种统计性质，如生存函数、危险率函数、平均剩余寿命函数、矩、矩生成函数、Bonferroni曲线、Lorenz曲线和阶统计量。给出了分布参数的贝叶斯估计量。通过仿真研究评估了贝叶斯估计器的性能。在此基础上建立了回归模型。通过对实际数据应用的分析，证明了所提模型的可行性。

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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Bayesian Inference for a Weighted Bilal Distribution: Regression Model

In this paper, a new lifetime distribution is proposed. Various statistical properties of the proposed distribution such as survival function, hazard rate function, mean residual life function, moments, moment generating function, Bonferroni curve, Lorenz curve, and order statistic are presented. The Bayesian estimator of the distribution parameter is derived. The behavior of the Bayesian estimator is assessed by a simulation study. Furthermore, a regression model is developed based on the proposed distribution. Some real data applications are analyzed to show the potentiality of the proposedmodels.

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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.