Compared of estimating two methods for nonparametric function to cluster data for the white blood cells to leukemia patients
DOI:
https://doi.org/10.33095/jeas.v23i97.317Keywords:
البيانات العنقودية ، الطريقة المقدرات اللبية غير المرتبطة ظاهريا، وطريقة المربعات الصغرى المعممة لمقدرات الشريحة التمهيدية، MSE،MAE, cluster data, the seemingly unrelated Kernel Estimators method, and the Generalized Least Squares Smoothing Spline Estimators method, MSE, MAE.Abstract
Abstract:
We can notice cluster data in social, health and behavioral sciences, so this type of data have a link between its observations and we can express these clusters through the relationship between measurements on units within the same group.
In this research, I estimate the reliability function of cluster function by using the seemingly unrelated Kernel Estimators method and the Generalized Least Squares Smoothing Spline Estimators method, and I applied these two methods on Leukemia patients and made a comparison between the two methods by using MSE and MAE comparison standard, the empirical results showed the efficiency of the Generalized Least Squares Smoothing Spline Estimators method.
Downloads
Downloads
Published
Issue
Section
License
Articles submitted to the journal should not have been published before in their current or substantially similar form or be under consideration for publication with another journal. Please see JEAS originality guidelines for details. Use this in conjunction with the points below about references, before submission i.e. always attribute clearly using either indented text or quote marks as well as making use of the preferred Harvard style of formatting. Authors submitting articles for publication warrant that the work is not an infringement of any existing copyright and will indemnify the publisher against any breach of such warranty. For ease of dissemination and to ensure proper policing of use, papers and contributions become the legal copyright of the publisher unless otherwise agreed.
The editor may make use of Turnitin software for checking the originality of submissions received.
How to Cite
How to use the OJS system 
