Comparison of Bayes Estimators for Parameter and Relia-bility Function for Inverse Rayleigh Distribution by Using Generalized Square Error Loss Function
In the current study, we have been derived some Basyian estimators for the parameter and relia-bility function of the inverse Rayleigh distribution under Generalized squared error loss function. In order to get the best understanding of the behavior of Bayesian analysis, we consider non-informative...
| Main Author: | |
|---|---|
| Format: | Article |
| Language: | Arabic |
| Published: |
Al-Mustansiriyah University
2018-04-01
|
| Series: | Mustansiriyah Journal of Science |
| Subjects: | |
| Online Access: | http://mjs.uomustansiriyah.edu.iq/ojs1/index.php/MJS/article/view/512 |
| _version_ | 1811268597255766016 |
|---|---|
| author | Huda A. Rasheed |
| author_facet | Huda A. Rasheed |
| author_sort | Huda A. Rasheed |
| collection | DOAJ |
| description | In the current study, we have been derived some Basyian estimators for the parameter and relia-bility function of the inverse Rayleigh distribution under Generalized squared error loss function. In order to get the best understanding of the behavior of Bayesian analysis, we consider non-informative prior for the scale parameter using Jefferys prior Information as well as informative prior density represented by Gamma distribution. Monte-Carlo simulation have been employed to compare the behavior of different estimates for the scale parameter and reliability function of in-verse Rayleigh distribution based on mean squared errors and Integrated mean squared errors, respectively. In the current study, we observed that more occurrence of Bayesian estimate using Generalized squared error loss function using Gamma prior is better than other estimates for all cases |
| first_indexed | 2024-04-12T21:25:47Z |
| format | Article |
| id | doaj.art-714edb090c5040b9b86e19bae2335c71 |
| institution | Directory Open Access Journal |
| issn | 1814-635X 2521-3520 |
| language | Arabic |
| last_indexed | 2024-04-12T21:25:47Z |
| publishDate | 2018-04-01 |
| publisher | Al-Mustansiriyah University |
| record_format | Article |
| series | Mustansiriyah Journal of Science |
| spelling | doaj.art-714edb090c5040b9b86e19bae2335c712022-12-22T03:16:11ZaraAl-Mustansiriyah UniversityMustansiriyah Journal of Science1814-635X2521-35202018-04-0128216216810.23851/mjs.v28i2.512104Comparison of Bayes Estimators for Parameter and Relia-bility Function for Inverse Rayleigh Distribution by Using Generalized Square Error Loss FunctionHuda A. Rasheed0Department of Mathmetics, College of Science, Mustansiriyah University, IRAQ.In the current study, we have been derived some Basyian estimators for the parameter and relia-bility function of the inverse Rayleigh distribution under Generalized squared error loss function. In order to get the best understanding of the behavior of Bayesian analysis, we consider non-informative prior for the scale parameter using Jefferys prior Information as well as informative prior density represented by Gamma distribution. Monte-Carlo simulation have been employed to compare the behavior of different estimates for the scale parameter and reliability function of in-verse Rayleigh distribution based on mean squared errors and Integrated mean squared errors, respectively. In the current study, we observed that more occurrence of Bayesian estimate using Generalized squared error loss function using Gamma prior is better than other estimates for all caseshttp://mjs.uomustansiriyah.edu.iq/ojs1/index.php/MJS/article/view/512Inverse Rayleigh distribution, Bayesian estimator, Generalized Squared error loss Function, Jefferys prior and Gamma prior |
| spellingShingle | Huda A. Rasheed Comparison of Bayes Estimators for Parameter and Relia-bility Function for Inverse Rayleigh Distribution by Using Generalized Square Error Loss Function Mustansiriyah Journal of Science Inverse Rayleigh distribution, Bayesian estimator, Generalized Squared error loss Function, Jefferys prior and Gamma prior |
| title | Comparison of Bayes Estimators for Parameter and Relia-bility Function for Inverse Rayleigh Distribution by Using Generalized Square Error Loss Function |
| title_full | Comparison of Bayes Estimators for Parameter and Relia-bility Function for Inverse Rayleigh Distribution by Using Generalized Square Error Loss Function |
| title_fullStr | Comparison of Bayes Estimators for Parameter and Relia-bility Function for Inverse Rayleigh Distribution by Using Generalized Square Error Loss Function |
| title_full_unstemmed | Comparison of Bayes Estimators for Parameter and Relia-bility Function for Inverse Rayleigh Distribution by Using Generalized Square Error Loss Function |
| title_short | Comparison of Bayes Estimators for Parameter and Relia-bility Function for Inverse Rayleigh Distribution by Using Generalized Square Error Loss Function |
| title_sort | comparison of bayes estimators for parameter and relia bility function for inverse rayleigh distribution by using generalized square error loss function |
| topic | Inverse Rayleigh distribution, Bayesian estimator, Generalized Squared error loss Function, Jefferys prior and Gamma prior |
| url | http://mjs.uomustansiriyah.edu.iq/ojs1/index.php/MJS/article/view/512 |
| work_keys_str_mv | AT hudaarasheed comparisonofbayesestimatorsforparameterandreliabilityfunctionforinverserayleighdistributionbyusinggeneralizedsquareerrorlossfunction |