An improved robust variance inflation factor: Reducing the negative effects of good leverage points

In multiple linear regression analysis, the variance inflation factor is a well-known collinearity measure. It is defined as the function of the coefficient of determination between the explanatory variables, and it is based on the maximum likelihood estimator of the regression coefficients. Nevert...

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Bibliographic Details
Main Author: Osman Ufuk Ekiz
Format: Article
Language:English
Published: Elsevier 2023-03-01
Series:Kuwait Journal of Science
Online Access:https://journalskuwait.org/kjs/index.php/KJS/article/view/15533
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