Haemoglobin Levels Analysis Using Robust Partial Least Square Regression Models
The Robust Partial Least Square Regression method is used to handle outliers and increase the explanation proportion, but it does not reduce the average of the mean square error. In this article, three methods are proposed to handle the problem of outliers, reduce the average of the mean square erro...
Saved in:
| Main Authors: | Taha Ali, Mahammad Mahmoud Bazid |
|---|---|
| Format: | Article |
| Language: | English |
| Published: |
Mosul University
2025-06-01
|
| Series: | Al-Rafidain Journal of Computer Sciences and Mathematics |
| Subjects: | |
| Online Access: | https://csmj.uomosul.edu.iq/article_186834_3e85ed0b3f50d04eeeaa43a51e14d29e.pdf |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
-
Improving the Performance of Robust Partial Least Squares Regression Using an Iterative Approach
by: Mahammad Mahmoud Bazid Bazid, et al.
Published: (2025-06-01) -
Estimating Outliers Using the Iterative Method in Partial Least Squares Regression Analysis for Linear Models.
by: Mahammad Bazid, et al.
Published: (2025-06-01) -
Modified partial least square structural equation model with multivariate adaptive regression spline: Parameter estimation technique and applications
by: Hendra H. Dukalang, et al.
Published: (2025-06-01) -
ROBUST LEAST MEDIAN OF SQUARE MODELLING USING SEEMINGLY UNRELATED REGRESSION WITH GENERALIZED LEAST SQUARE ON PANEL DATA FOR TUBERCULOSIS CASES
by: Amanda Adityaningrum, et al.
Published: (2024-10-01) -
Filter Learning-Based Partial Least Squares Regression and Its Application in Infrared Spectral Analysis
by: Yi Mou, et al.
Published: (2025-07-01)