Estimation of Entropy for Weibull Distribution Based on Record Values

被引：3
|
作者：
Chacko, Manoj [1 ]
Asha, P. S. [1 ]
机构：
[1] Univ Kerala, Dept Stat, Trivandrum 695581, Kerala, India
来源：
JOURNAL OF STATISTICAL THEORY AND APPLICATIONS | 2021年 / 20卷 / 02期
关键词：
Entropy; record values; Bayes estimators; MCMC method;
D O I：
10.2991/jsta.d.210610.001
中图分类号：
O21 [概率论与数理统计]; C8 [统计学];
学科分类号：
020208 ; 070103 ; 0714 ;
摘要：
In this paper, estimation of entropy for Weibull distribution based on record values is considered. Maximum likelihood estimation and Bayes estimation for Shannon entropy and Renyi entropy have been considered based on record values. Bayes estimators are obtained using Markov Chain Monte Carlo (MCMC) method. A simulation study is performed to find the performance of the estimators developed in this paper. The inferential procedures developed in this paper have also been illustrated using real data. (C) 2021 The Authors. Published by Atlantis Press B.V.
引用
收藏
页码：279 / 288
页数：10
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