Research Article | OPEN ACCESS
Bayes Estimation of Parameter of Exponential Distribution under a Bounded Loss Function
Lianwu Yang, Hui Zhou and Shaoliang Yuan
School of Mathematics and Computer Science, Yichun University, Yichun 336000, P.R. China
Research Journal of Mathematics and Statistics 2013 4:28-31
Received: August 19, 2013 | Accepted: September 02, 2013 | Published: November 30, 2013
Abstract
The aim of this study is to study the Bayes estimation of parameter of exponential distribution under a bounded loss function, named reflected gamma loss function, which proposed by Towhidi and Behboodian (1999). The inverse Gamma prior distribution is used as the prior distribution of the parameter of exponential distribution. Bayesian estimators are obtained under squared error loss and the reflected gamma loss functions. Minimum risk equivariant estimator of the parameter is also derived. Finally, a numerical simulation is used to compare the estimators obtained.
Keywords:
Bayes estimator, bounded loss function, minimum risk equivariant estimator, squared error loss,
Competing interests
The authors have no competing interests.
Open Access Policy
This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
Copyright
The authors have no competing interests.
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ISSN (Online): 2040-7505
ISSN (Print): 2042-2024 |
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