Fuzzy sets in semiparametric bayes regression
Other Title(s)
المجموعات الضبابية في الانحدار شبه المعلمي البيزي
Joint Authors
Muhaysin, Amirah Jabir
Abd al-Husayn, Ammar Muslim
Source
Issue
Vol. 32, Issue 1A (30 Jun. 2014), pp.141-167, 27 p.
Publisher
University of Basrah College of Science
Publication Date
2014-06-30
Country of Publication
Iraq
No. of Pages
27
Main Subjects
Topics
Abstract AR
في هذا البحث تم دراسة التحليل البيزي لنموذج الانحدار شبه المعلمي بوجود مجموعات ضبابية ودوال انتماا .
ان دوال الانتما استخدمت كدوال ترجيح للنموذج .
التحليل البيازي اساتخدم للولاول الات اساتدلالات حاول نتاا معالم النموذج المختلط ، وبرهنا بعض النظريات الخالة بالتوزيع اللاحق وعامل بيز.
Abstract EN
In this paper, we consider semi parametric regression model where the mean function of this model has two part, the parametric ( first part ) is assumed to be linear function of p-dimensional covariates and nonparametric ( second part ) is assumed to be a smooth penalized spline.
By using a convenient connection between penalized splines and mixed models, we can representation semi parametric regression model as mixed model.
Bayesian approach to semi parametric regression is described using fuzzy sets and membership functions.
The membership functions are interpretedas likelihood functions for the model.
Bayesian approach is employed to making inferences on the resulting mixed model coefficients, and we prove some theorems about posterior and Bayes factor.
American Psychological Association (APA)
Muhaysin, Amirah Jabir& Abd al-Husayn, Ammar Muslim. 2014. Fuzzy sets in semiparametric bayes regression. Basrah Journal of Science،Vol. 32, no. 1A, pp.141-167.
https://search.emarefa.net/detail/BIM-516666
Modern Language Association (MLA)
Muhaysin, Amirah Jabir& Abd al-Husayn, Ammar Muslim. Fuzzy sets in semiparametric bayes regression. Basrah Journal of Science Vol. 32, no. 1A (2014), pp.141-167.
https://search.emarefa.net/detail/BIM-516666
American Medical Association (AMA)
Muhaysin, Amirah Jabir& Abd al-Husayn, Ammar Muslim. Fuzzy sets in semiparametric bayes regression. Basrah Journal of Science. 2014. Vol. 32, no. 1A, pp.141-167.
https://search.emarefa.net/detail/BIM-516666
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 165-166
Record ID
BIM-516666