Comparison of some suggested estimators based on differencing technique in the partial linear model using simulation
Other Title(s)
مقارنة بعض المقدرات المقترحة على أساس تقنية الفروق في النموذج الخطي الجزئي باستخدام المحاكاة
Author
Source
Issue
Vol. 16, Issue 4 (31 Dec. 2019), pp.918-927, 10 p.
Publisher
University of Baghdad College of Science for Women
Publication Date
2019-12-31
Country of Publication
Iraq
No. of Pages
10
Main Subjects
Natural & Life Sciences (Multidisciplinary)
Abstract EN
In this paper new methods were presented based on technique of differences which is the differencebased modified jackknifed generalized ridge regression estimator(DMJGR) and difference-based generalized jackknifed ridge regression estimator(DGJR), in estimating the parameters of linear part of the partially linear model.
As for the nonlinear part represented by the nonparametric function, it was estimated using Nadaraya Watson smoother.
The partially linear model was compared using these proposed methods with other estimators based on differencing technique through the MSE comparison criterion in simulation study.
American Psychological Association (APA)
Husayn, Saja Muhammad. 2019. Comparison of some suggested estimators based on differencing technique in the partial linear model using simulation. Baghdad Science Journal،Vol. 16, no. 4, pp.918-927.
https://search.emarefa.net/detail/BIM-935774
Modern Language Association (MLA)
Husayn, Saja Muhammad. Comparison of some suggested estimators based on differencing technique in the partial linear model using simulation. Baghdad Science Journal Vol. 16, no. 4 (2019), pp.918-927.
https://search.emarefa.net/detail/BIM-935774
American Medical Association (AMA)
Husayn, Saja Muhammad. Comparison of some suggested estimators based on differencing technique in the partial linear model using simulation. Baghdad Science Journal. 2019. Vol. 16, no. 4, pp.918-927.
https://search.emarefa.net/detail/BIM-935774
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 926-927
Record ID
BIM-935774