Classical and Bayesian Approach in Estimation of Scale Parameter of Nakagami Distribution
Nakagami distribution is considered. The classical maximum likelihood estimator has been obtained. Bayesian method of estimation is employed in order to estimate the scale parameter of Nakagami distribution by using Jeffreys’, Extension of Jeffreys’, and Quasi priors under three different loss funct...
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| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2016-01-01
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| Series: | Journal of Probability and Statistics |
| Online Access: | http://dx.doi.org/10.1155/2016/7581918 |
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| _version_ | 1832556373843378176 |
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| author | Kaisar Ahmad S. P. Ahmad A. Ahmed |
| author_facet | Kaisar Ahmad S. P. Ahmad A. Ahmed |
| author_sort | Kaisar Ahmad |
| collection | DOAJ |
| description | Nakagami distribution is considered. The classical maximum likelihood estimator has been obtained. Bayesian method of estimation is employed in order to estimate the scale parameter of Nakagami distribution by using Jeffreys’, Extension of Jeffreys’, and Quasi priors under three different loss functions. Also the simulation study is conducted in R software. |
| format | Article |
| id | doaj-art-f7b3daf0bc954614807e0db5f4ae5232 |
| institution | Kabale University |
| issn | 1687-952X 1687-9538 |
| language | English |
| publishDate | 2016-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Probability and Statistics |
| spelling | doaj-art-f7b3daf0bc954614807e0db5f4ae52322025-02-03T05:45:39ZengWileyJournal of Probability and Statistics1687-952X1687-95382016-01-01201610.1155/2016/75819187581918Classical and Bayesian Approach in Estimation of Scale Parameter of Nakagami DistributionKaisar Ahmad0S. P. Ahmad1A. Ahmed2Department of Statistics, University of Kashmir, Srinagar, Jammu and Kashmir 190006, IndiaDepartment of Statistics, University of Kashmir, Srinagar, Jammu and Kashmir 190006, IndiaDepartment of Statistics and O.R., Aligarh Muslim University, Aligarh, IndiaNakagami distribution is considered. The classical maximum likelihood estimator has been obtained. Bayesian method of estimation is employed in order to estimate the scale parameter of Nakagami distribution by using Jeffreys’, Extension of Jeffreys’, and Quasi priors under three different loss functions. Also the simulation study is conducted in R software.http://dx.doi.org/10.1155/2016/7581918 |
| spellingShingle | Kaisar Ahmad S. P. Ahmad A. Ahmed Classical and Bayesian Approach in Estimation of Scale Parameter of Nakagami Distribution Journal of Probability and Statistics |
| title | Classical and Bayesian Approach in Estimation of Scale Parameter of Nakagami Distribution |
| title_full | Classical and Bayesian Approach in Estimation of Scale Parameter of Nakagami Distribution |
| title_fullStr | Classical and Bayesian Approach in Estimation of Scale Parameter of Nakagami Distribution |
| title_full_unstemmed | Classical and Bayesian Approach in Estimation of Scale Parameter of Nakagami Distribution |
| title_short | Classical and Bayesian Approach in Estimation of Scale Parameter of Nakagami Distribution |
| title_sort | classical and bayesian approach in estimation of scale parameter of nakagami distribution |
| url | http://dx.doi.org/10.1155/2016/7581918 |
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