The comparison between the bayes estimator and the maximum likelihood estimator of the reliability function for negative exponential distribution
Joint Authors
Kazim, Raghad Ibrahim
Kurkis, Hazim Mansur
Ali, Bushra Abd al-Rasul
Source
مجلة ابن الهيثم للعلوم الصرفة و التطبيقية
Publisher
University of Baghdad College of Education for Pure Science / Ibn al-Haitham
Publication Date
2017-12-31
Country of Publication
Iraq
No. of Pages
6
Main Subjects
English Abstract
In this paper, the maximum likelihood estimator and the Bayes estimator of the reliability function for negative exponential distribution has been derived, then a Monte –Carlo simulation technique was employed to compare the performance of such estimators.
The integral mean square error (IMSE) was used as a criterion for this comparison.
The simulation results displayed that the Bayes estimator performed better than the maximum likelihood estimator for different samples sizes
Data Type
Conference Papers
Record ID
BIM-851618
American Psychological Association (APA)
Kurkis, Hazim Mansur& Ali, Bushra Abd al-Rasul& Kazim, Raghad Ibrahim. 2017-12-31. The comparison between the bayes estimator and the maximum likelihood estimator of the reliability function for negative exponential distribution. International Conference on Biology, Chemistry, Computer Science, Mathematics, and Physics, will take place (2017 : Ibn Al Haitham University of Baghdad, Iraq). . Special issue (2017), pp.420-425.Baghdad Iraq : University of Baghdad College of Education for Pure Science / Ibn al-Haitham.
https://search.emarefa.net/detail/BIM-851618
Modern Language Association (MLA)
Kurkis, Hazim Mansur…[et al.]. The comparison between the bayes estimator and the maximum likelihood estimator of the reliability function for negative exponential distribution. . Baghdad Iraq : University of Baghdad College of Education for Pure Science / Ibn al-Haitham. 2017-12-31.
https://search.emarefa.net/detail/BIM-851618
American Medical Association (AMA)
Kurkis, Hazim Mansur& Ali, Bushra Abd al-Rasul& Kazim, Raghad Ibrahim. The comparison between the bayes estimator and the maximum likelihood estimator of the reliability function for negative exponential distribution. . International Conference on Biology, Chemistry, Computer Science, Mathematics, and Physics, will take place (2017 : Ibn Al Haitham University of Baghdad, Iraq).
https://search.emarefa.net/detail/BIM-851618
