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两种先验下两参数逆Kum分布参数的Bayes分析

张学成 徐宝

井冈山大学学报(自然科学版)2026,Vol.47Issue(2):9-17,9.
井冈山大学学报(自然科学版)2026,Vol.47Issue(2):9-17,9.DOI:10.3969/j.issn.1674-8085.2026.02.002

两种先验下两参数逆Kum分布参数的Bayes分析

Bayesian analysis of parameters of the two-parameter inverse Kumaraswamy distribution under two different priors

张学成 1徐宝1

作者信息

  • 1. 吉林师范大学数学与计算机学院,吉林,四平 136000
  • 折叠

摘要

Abstract

Under the weighted p and q symmetric entropy loss functions,the general and exact form of Bayesian estimation for this parameter are obtained by using the Bayesian estimation method,which proves the acceptability and minimaxity of the obtained Bayesian estimation.Finally,the numerical simulation is carried out by the R program combined with the obtained estimates,and the results show that the Bayes estimation under the Jeffreys prior is more accurate than the Bayesian estimation under the conjugate prior distribution.E-Bayes estimation can reduce the influence of hyperparameters on the simulation.

关键词

逆Kum分布/损失函数/Bayes估计/可容许性/MCMC算法

Key words

inverse Kumaraswamy distribution/loss function/Bayesian estimation/admissibility/MCMC algorithm

分类

数理科学

引用本文复制引用

张学成,徐宝..两种先验下两参数逆Kum分布参数的Bayes分析[J].井冈山大学学报(自然科学版),2026,47(2):9-17,9.

基金项目

国家自然科学基金项目(11571138) (11571138)

吉林省科技发展计划项目(YDZJ202201ZYTS622) (YDZJ202201ZYTS622)

井冈山大学学报(自然科学版)

1674-8085

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