Some Ridge Regression Estimators and Their Performances

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Some Ridge Regression Estimators and Their Performances

The estimation of ridge parameter is an important problem in the ridge regression method, which is widely used to solve multicollinearity problem. A comprehensive study on 28 different available estimators and five proposed ridge estimators, KB1, KB2, KB3, KB4, and KB5, is provided. A simulation study was conducted and selected estimators were compared. Some of selected ridge estimators perform...

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ژورنال

عنوان ژورنال: Journal of Modern Applied Statistical Methods

سال: 2016

ISSN: 1538-9472

DOI: 10.22237/jmasm/1462075860