Practical Treatment of the Multicollinearity: The Optimal Ridge Method and the Modified OLS

The paper discusses the applicability of the two main methods for solving the linear regression (LR) problem in the presence of multicollinearity – the OLS and the ridge methods. We compare the solutions obtained by these methods with the solution calculated by the Modified OLS (MOLS) [1; 2]. Like t...

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Bibliographic Details
Main Authors: Tyzhnenko Alexander G., Ryeznik Yevgen V.
Format: Article
Language:English
Published: PH "INZHEK" 2021-03-01
Series:Problemi Ekonomiki
Subjects:
Online Access:https://www.problecon.com/export_pdf/problems-of-economy-2021-1_0-pages-155_168.pdf