Employing Robust MM-estimators in Estimating Principal Component Regression Model - A Comparative Study

This paper focuses on proposing the use of robust MM estimators in estimating the parameters of the principal component regression model, which is usually used in estimating the regression model when the explanatory variables are not independent.  even in the presence of leverage points in the data...

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Bibliographic Details
Main Authors: Esraa Alsaraf, Bashar AL-TALIB
Format: Article
Language:Arabic
Published: College of Computer Science and Mathematics, University of Mosul 2021-06-01
Series:المجلة العراقية للعلوم الاحصائية
Online Access:https://stats.mosuljournals.com/article_170002_2540058d72597e6b63a9304e337f6d68.pdf