Estimating Outliers Using the Iterative Method in Partial Least Squares Regression Analysis for Linear Models.

Estimating Outliers Using the Iterative Method in Partial Least Squares Regression Analysis for Linear Models.

Outliers affect the accuracy of the estimated parameters of the partial least squares regression model and give unacceptably large residual values. Traditional robust methods (used in ordinary least squares) cannot be used to treat outliers in estimating partial least squares regression model, due t...

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Bibliographic Details
Main Authors: Mahammad Bazid, taha ali
Format: Article
Language:Arabic
Published: College of Computer Science and Mathematics, University of Mosul 2025-06-01
Series:المجلة العراقية للعلوم الاحصائية
Subjects:
partial least squares regression
linear model
outliers
residuals
and iterative method
Online Access:https://stats.uomosul.edu.iq/article_187757_4ea717c227b568d9a428e31be4f9ce63.pdf
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