The Comparison Between Different Approaches to Overcome the Multicollinearity Problem in Linear Regression Models

In the presence of multi-collinearity problem, the parameter estimation method based on the ordinary least squares procedure is unsatisfactory. In 1970, Hoerl and Kennard insert analternative method labeled as estimator of ridge regression. In such estimator, ridge parameter plays an importa...

書誌詳細
出版年:	Ibn Al-Haitham Journal for Pure and Applied Sciences
主要な著者:	Hazim Mansoor Gorgees, Fatimah Assim Mahdi
フォーマット:	論文
言語:	英語
出版事項:	University of Baghdad 2018-05-01
主題:	multi-collinearty, Ridge regression, Ridge parameter, condition number, Principal components.
オンライン･アクセス:	https://jih.uobaghdad.edu.iq/index.php/j/article/view/1841

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