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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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Principais autores: Mahammad Bazid, taha ali
פורמט: Artigo
שפה:Árabe
יצא לאור: College of Computer Science and Mathematics, University of Mosul 2025-06-01
סדרה:المجلة العراقية للعلوم الاحصائية
נושאים:
partial least squares regression
linear model
outliers
residuals
and iterative method
גישה מקוונת:https://stats.uomosul.edu.iq/article_187757_4ea717c227b568d9a428e31be4f9ce63.pdf
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