Bayes estimator for exponential distribution with extension of Jeffery prior information
In this paper the extension of Jeffery prior information with new loss function for estimating the parameter of exponential distribution of life time is presented. Through simulation study the performance of this estimator was co mpared to the standard Bayes with Jeffery prior information with r...
| Main Authors: | , |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Institute for Mathematical Research, Universiti Putra Malaysia
2009
|
| Online Access: | http://psasir.upm.edu.my/id/eprint/13372/1/Bayes%20Estimator%20for%20Exponential%20Distribution%20with%20Extension.pdf |
| _version_ | 1825945224054046720 |
|---|---|
| author | Al-Kutubi, Hadeel Salim Ibrahim, Noor Akma |
| author_facet | Al-Kutubi, Hadeel Salim Ibrahim, Noor Akma |
| author_sort | Al-Kutubi, Hadeel Salim |
| collection | UPM |
| description | In this paper the extension of Jeffery prior information with new loss function for estimating the parameter of exponential distribution of life time is presented. Through
simulation study the performance of this estimator was co
mpared to the standard Bayes with Jeffery prior information with respect to the mean square error(MSE)and mean percentage error (MPE). We found the extension of Jeffery prior information gives the best estimator. |
| first_indexed | 2024-03-06T07:28:10Z |
| format | Article |
| id | upm.eprints-13372 |
| institution | Universiti Putra Malaysia |
| language | English |
| last_indexed | 2024-03-06T07:28:10Z |
| publishDate | 2009 |
| publisher | Institute for Mathematical Research, Universiti Putra Malaysia |
| record_format | dspace |
| spelling | upm.eprints-133722015-08-30T00:39:14Z http://psasir.upm.edu.my/id/eprint/13372/ Bayes estimator for exponential distribution with extension of Jeffery prior information Al-Kutubi, Hadeel Salim Ibrahim, Noor Akma In this paper the extension of Jeffery prior information with new loss function for estimating the parameter of exponential distribution of life time is presented. Through simulation study the performance of this estimator was co mpared to the standard Bayes with Jeffery prior information with respect to the mean square error(MSE)and mean percentage error (MPE). We found the extension of Jeffery prior information gives the best estimator. Institute for Mathematical Research, Universiti Putra Malaysia 2009 Article PeerReviewed application/pdf en http://psasir.upm.edu.my/id/eprint/13372/1/Bayes%20Estimator%20for%20Exponential%20Distribution%20with%20Extension.pdf Al-Kutubi, Hadeel Salim and Ibrahim, Noor Akma (2009) Bayes estimator for exponential distribution with extension of Jeffery prior information. Malaysian Journal of Mathematical Sciences, 3 (2). pp. 297-313. ISSN 1823-8343; ESSN: 2289-750X http://einspem.upm.edu.my/journal/fullpaper/vol3no2/10[1].%20hadeel.pdf |
| spellingShingle | Al-Kutubi, Hadeel Salim Ibrahim, Noor Akma Bayes estimator for exponential distribution with extension of Jeffery prior information |
| title | Bayes estimator for exponential distribution with extension of Jeffery prior information |
| title_full | Bayes estimator for exponential distribution with extension of Jeffery prior information |
| title_fullStr | Bayes estimator for exponential distribution with extension of Jeffery prior information |
| title_full_unstemmed | Bayes estimator for exponential distribution with extension of Jeffery prior information |
| title_short | Bayes estimator for exponential distribution with extension of Jeffery prior information |
| title_sort | bayes estimator for exponential distribution with extension of jeffery prior information |
| url | http://psasir.upm.edu.my/id/eprint/13372/1/Bayes%20Estimator%20for%20Exponential%20Distribution%20with%20Extension.pdf |
| work_keys_str_mv | AT alkutubihadeelsalim bayesestimatorforexponentialdistributionwithextensionofjefferypriorinformation AT ibrahimnoorakma bayesestimatorforexponentialdistributionwithextensionofjefferypriorinformation |