The comparison between the bayes estimator and the maximum likelihood estimator of the reliability function for negative exponential distribution

المؤلفون المشاركون

Kazim, Raghad Ibrahim
Kurkis, Hazim Mansur
Ali, Bushra Abd al-Rasul

المصدر

مجلة ابن الهيثم للعلوم الصرفة و التطبيقية

الناشر

جامعة بغداد كلية التربية ابن الهيثم

تاريخ النشر

2017-12-31

دولة النشر

العراق

عدد الصفحات

6

التخصصات الرئيسية

الرياضيات

الملخص الإنجليزي

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

نوع البيانات

أوراق مؤتمرات

رقم السجل

BIM-851618

نمط استشهاد جمعية علماء النفس الأمريكية (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

نمط استشهاد الجمعية الأمريكية للغات الحديثة (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

نمط استشهاد الجمعية الطبية الأمريكية (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