Estimation of Entropy for Weibull Distribution Based on Record Values
- https://doi.org/10.2991/jsta.d.210610.001How to use a DOI?
- Entropy, record values, Bayes estimators, MCMC method
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 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.
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- This is an open access article distributed under the CC BY-NC 4.0 license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - JOUR AU - Manoj Chacko AU - P. S. Asha PY - 2021 DA - 2021/07/10 TI - Estimation of Entropy for Weibull Distribution Based on Record Values JO - Journal of Statistical Theory and Applications SP - 279 EP - 288 VL - 20 IS - 2 SN - 2214-1766 UR - https://doi.org/10.2991/jsta.d.210610.001 DO - https://doi.org/10.2991/jsta.d.210610.001 ID - Chacko2021 ER -