E-Bayesian Estimation for the Exponential Model Based on Record Statistics
This paper is concerned with using the E-Bayesian method for computing estimates for the parameter and reliability function of the Exponential distribution based on a set of upper record statistics values. The estimates are derived based on a conjugate prior for the scale parameter and squared error...
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| Format: | Article |
| Language: | English |
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Springer
2019-09-01
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| Series: | Journal of Statistical Theory and Applications (JSTA) |
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| Online Access: | https://www.atlantis-press.com/article/125917183/view |
| _version_ | 1811290804020314112 |
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| author | Hassan M. Okasha |
| author_facet | Hassan M. Okasha |
| author_sort | Hassan M. Okasha |
| collection | DOAJ |
| description | This paper is concerned with using the E-Bayesian method for computing estimates for the parameter and reliability function of the Exponential distribution based on a set of upper record statistics values. The estimates are derived based on a conjugate prior for the scale parameter and squared error loss function. A comparisons between the new method and the corresponding Bayes technique are made using the Monte Carlo simulation. |
| first_indexed | 2024-04-13T04:19:00Z |
| format | Article |
| id | doaj.art-d01fd117ff98429d83580c885d74d140 |
| institution | Directory Open Access Journal |
| issn | 2214-1766 |
| language | English |
| last_indexed | 2024-04-13T04:19:00Z |
| publishDate | 2019-09-01 |
| publisher | Springer |
| record_format | Article |
| series | Journal of Statistical Theory and Applications (JSTA) |
| spelling | doaj.art-d01fd117ff98429d83580c885d74d1402022-12-22T03:02:52ZengSpringerJournal of Statistical Theory and Applications (JSTA)2214-17662019-09-0118310.2991/jsta.d.190820.001E-Bayesian Estimation for the Exponential Model Based on Record StatisticsHassan M. OkashaThis paper is concerned with using the E-Bayesian method for computing estimates for the parameter and reliability function of the Exponential distribution based on a set of upper record statistics values. The estimates are derived based on a conjugate prior for the scale parameter and squared error loss function. A comparisons between the new method and the corresponding Bayes technique are made using the Monte Carlo simulation.https://www.atlantis-press.com/article/125917183/viewE-Bayes estimationBayes estimationExponential distributionUpper record statistics valuesSquared error loss functionMonte Carlo simulation |
| spellingShingle | Hassan M. Okasha E-Bayesian Estimation for the Exponential Model Based on Record Statistics Journal of Statistical Theory and Applications (JSTA) E-Bayes estimation Bayes estimation Exponential distribution Upper record statistics values Squared error loss function Monte Carlo simulation |
| title | E-Bayesian Estimation for the Exponential Model Based on Record Statistics |
| title_full | E-Bayesian Estimation for the Exponential Model Based on Record Statistics |
| title_fullStr | E-Bayesian Estimation for the Exponential Model Based on Record Statistics |
| title_full_unstemmed | E-Bayesian Estimation for the Exponential Model Based on Record Statistics |
| title_short | E-Bayesian Estimation for the Exponential Model Based on Record Statistics |
| title_sort | e bayesian estimation for the exponential model based on record statistics |
| topic | E-Bayes estimation Bayes estimation Exponential distribution Upper record statistics values Squared error loss function Monte Carlo simulation |
| url | https://www.atlantis-press.com/article/125917183/view |
| work_keys_str_mv | AT hassanmokasha ebayesianestimationfortheexponentialmodelbasedonrecordstatistics |