On reliability estimation for the exponential distribution based on Monte Carlo simulation
Joint Authors
Taha, Taha Anwar
Salman, Abbas Najim
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
11
Main Subjects
English Abstract
This Research deals with estimation the reliability function for two-parameters Exponential distribution, using different estimation methods ; Maximum likelihood, Median-First Order Statistics, Ridge Regression, Modified Thompson-Type Shrinkage and Single Stage Shrinkage methods.
Comparisons among the estimators were made using Monte Carlo Simulation based on statistical indicter mean squared error (MSE) conclude that the shrinkage method perform better than the other methods
Data Type
Conference Papers
Record ID
BIM-851617
American Psychological Association (APA)
Salman, Abbas Najim& Taha, Taha Anwar. 2017-12-31. On reliability estimation for the exponential distribution based on Monte Carlo simulation. 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.409-419.Baghdad Iraq : University of Baghdad College of Education for Pure Science / Ibn al-Haitham.
https://search.emarefa.net/detail/BIM-851617
Modern Language Association (MLA)
Salman, Abbas Najim& Taha, Taha Anwar. On reliability estimation for the exponential distribution based on Monte Carlo simulation. . Baghdad Iraq : University of Baghdad College of Education for Pure Science / Ibn al-Haitham. 2017-12-31.
https://search.emarefa.net/detail/BIM-851617
American Medical Association (AMA)
Salman, Abbas Najim& Taha, Taha Anwar. On reliability estimation for the exponential distribution based on Monte Carlo simulation. . 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-851617