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The document presents the Weighted Least Squares Ratio (WLSR) Method as an alternative to traditional regression analysis techniques, particularly in the presence of outliers. It compares the performance of WLSR with the ordinary least squares (OLS) and weighted least squares (WLS) methods through simulation studies, demonstrating that WLSR provides better results under conditions of increasing outliers and error variance. The paper discusses the theoretical foundations of M-estimators and the advantages of

Author

thomas.pincheira.b

Language

EN