Comparison of four non-Bayesian methods to estimate the scale parameter for modified weibull distribution by using the Simulation
Other Title(s)
مقارنة بين أربع طرق لابيزية لتقدير معلمة القياس لتوزيع و يبل المعدل باستخدام المحاكاة
Joint Authors
Husayn, Idin Hasan
Kalt, Hazim Ghdhaib
Source
al-Qadisiyah Journal for Computer Science and Mathematics
Issue
Vol. 10, Issue 2 (31 Dec. 2018), pp.22-27, 6 p.
Publisher
University of al-Qadisiyah College of computer Science and Information Technology
Publication Date
2018-12-31
Country of Publication
Iraq
No. of Pages
6
Main Subjects
Abstract EN
In this paper, four methods were obtained to estimate the scale parameter of Modified Weibull distribution using complete data, which are the Modified Moments Estimator (MME), the Maximum Likelihood Estimator (MLE), White Estimator (WE) and Least Squares Estimator (LSE), Monte Carlo simulation is used to compare these four estimators with respect to the Mean Square Error criteria (MSE), and the results on simulated samples of the comparison showed that for all the varying sample size in this study, and in all cases for the four methods The MLE method is best followed by the OLSE method then the WE method and the MME method .
American Psychological Association (APA)
Husayn, Idin Hasan& Kalt, Hazim Ghdhaib. 2018. Comparison of four non-Bayesian methods to estimate the scale parameter for modified weibull distribution by using the Simulation. al-Qadisiyah Journal for Computer Science and Mathematics،Vol. 10, no. 2, pp.22-27.
https://search.emarefa.net/detail/BIM-839732
Modern Language Association (MLA)
Husayn, Idin Hasan& Kalt, Hazim Ghdhaib. Comparison of four non-Bayesian methods to estimate the scale parameter for modified weibull distribution by using the Simulation. al-Qadisiyah Journal for Computer Science and Mathematics Vol. 10, no. 2 (2018), pp.22-27.
https://search.emarefa.net/detail/BIM-839732
American Medical Association (AMA)
Husayn, Idin Hasan& Kalt, Hazim Ghdhaib. Comparison of four non-Bayesian methods to estimate the scale parameter for modified weibull distribution by using the Simulation. al-Qadisiyah Journal for Computer Science and Mathematics. 2018. Vol. 10, no. 2, pp.22-27.
https://search.emarefa.net/detail/BIM-839732
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 26-27
Record ID
BIM-839732