加权胆汁分布的贝叶斯推断:回归模型

IF 1.1 Q3 STATISTICS & PROBABILITY Pakistan Journal of Statistics and Operation 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。
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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
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.
期刊最新文献
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