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
Formato:	Artigo
Idioma:	Árabe
Publicado em:	College of Computer Science and Mathematics, University of Mosul 2025-06-01
coleção:	المجلة العراقية للعلوم الاحصائية
Assuntos:	partial least squares regression linear model outliers residuals and iterative method
Acesso em linha:	https://stats.uomosul.edu.iq/article_187757_4ea717c227b568d9a428e31be4f9ce63.pdf
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