Using approximation non-bayesian computation with fuzzy data to estimation inverse weibull parameters and reliability function
Joint Authors
al-Nur, Nadiyah Hashim
al-Sultani, Shuruq A. K.
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
14
Main Subjects
English Abstract
In real situations all observations and measurements are not exact numbers but more or less non-exact, also called fuzzy.
So, in this paper, we use approximate non-Bayesian computational methods to estimate inverse Weibull parameters and reliability function with fuzzy data.
The maximum likelihood and moment estimations are obtained as non-Bayesian estimation.
The maximum likelihood estimators have been derived numerically based on two iterative techniques namely “Newton-Raphson” and the “Expectation-Maximization” techniques.
In addition, we provide compared numerically through Monte-Carlo simulation study to obtained estimates of the parameters and reliability function in terms of their mean squared error values and integrated mean squared error values respectively.
Data Type
Conference Papers
Record ID
BIM-851614
American Psychological Association (APA)
al-Nur, Nadiyah Hashim& al-Sultani, Shuruq A. K.. 2017-12-31. Using approximation non-bayesian computation with fuzzy data to estimation inverse weibull parameters and reliability function. 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.378-391.Baghdad Iraq : University of Baghdad College of Education for Pure Science / Ibn al-Haitham.
https://search.emarefa.net/detail/BIM-851614
Modern Language Association (MLA)
al-Nur, Nadiyah Hashim& al-Sultani, Shuruq A. K.. Using approximation non-bayesian computation with fuzzy data to estimation inverse weibull parameters and reliability function. . Baghdad Iraq : University of Baghdad College of Education for Pure Science / Ibn al-Haitham. 2017-12-31.
https://search.emarefa.net/detail/BIM-851614
American Medical Association (AMA)
al-Nur, Nadiyah Hashim& al-Sultani, Shuruq A. K.. Using approximation non-bayesian computation with fuzzy data to estimation inverse weibull parameters and reliability function. . 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-851614
