Comparing some methods of estimating the parameters and survival function of a log-logistic distribution with a practical application
Other Title(s)
مقارنة بعض طرائق تقدير المعلمات و دالة البقاء لتوزيع Log-Logistic مع تطبيق عملي
Parallel Title
مقارنة بعض طرائق تقدير المعلمات و دالة البقاء لتوزيع Log-Logistic مع تطبيق عملي
Joint Authors
al-Duri, Intisar Uraybi Fadam
al-Amiri, Samah Sabah Hasan
Source
Journal of Economics and Administrative Science
Issue
Vol. 28, Issue 131 (31 Mar. 2022), pp.180-192, 13 p.
Publisher
University of Baghdad College of Administration and Economics
Publication Date
2022-02-28
Country of Publication
Iraq
No. of Pages
13
Main Subjects
Topics
Abstract EN
The Log-Logistic distribution is one of the important statistical distributions as it can be applied in many fields and biological experiments and other experiments, and its importance comes from the importance of determining the survival function of those experiments.
The research will be summarized in making a comparison between the method of maximum likelihood and the method of least squares and the method of weighted least squares to estimate the parameters and survival function of the log-logistic distribution using the comparison criteria MSE, MAPE, IMSE, and this research was applied to real data for breast cancer patients.
The results showed that the method of Maximum likelihood best in the case of estimating the parameters of the distribution and survival function
American Psychological Association (APA)
al-Amiri, Samah Sabah Hasan& al-Duri, Intisar Uraybi Fadam. 2022. Comparing some methods of estimating the parameters and survival function of a log-logistic distribution with a practical application. Journal of Economics and Administrative Science،Vol. 28, no. 131, pp.180-192.
https://search.emarefa.net/detail/BIM-1339973
Modern Language Association (MLA)
al-Amiri, Samah Sabah Hasan& al-Duri, Intisar Uraybi Fadam. Comparing some methods of estimating the parameters and survival function of a log-logistic distribution with a practical application. Journal of Economics and Administrative Science Vol. 28, no. 131 (Mar. 2022), pp.180-192.
https://search.emarefa.net/detail/BIM-1339973
American Medical Association (AMA)
al-Amiri, Samah Sabah Hasan& al-Duri, Intisar Uraybi Fadam. Comparing some methods of estimating the parameters and survival function of a log-logistic distribution with a practical application. Journal of Economics and Administrative Science. 2022. Vol. 28, no. 131, pp.180-192.
https://search.emarefa.net/detail/BIM-1339973
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 191
Record ID
BIM-1339973
