Tools to Support Interpreting Multiple Regression in the Face of Multicollinearity

Tools to Support Interpreting Multiple Regression in the Face of Multicollinearity

While multicollinearity may increase the difficulty of interpreting multiple regression results, it should not cause undue problems for the knowledgeable researcher. In the current paper, we argue that rather than using one technique to investigate regression results, researchers should consider mul...

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Bibliographic Details
Main Authors: Amanda eKraha, Heather eTurner, Kim eNimon, Linda eZientek, Robin eHenson
Format: Article
Language:English
Published: Frontiers Media S.A. 2012-03-01
Series:Frontiers in Psychology
Subjects:
multicollinearity
multiple regression
Online Access:http://journal.frontiersin.org/Journal/10.3389/fpsyg.2012.00044/full

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