The effect of high leverage points on VIF measures on noncollinear data / Nurul Bariyah Ibrahim... [et al.]

• Main Authors: Ibrahim, Nurul Bariyah, Midi, Habshah (Prof Dr.), Noor Ilanie Nordin, Noor Ilanie, Ismail, Nor Azima, Jauhari, Nur Elini, Mohamad Sobri, Norafefah
• Format: Article
• Language: English
• Published: Unit Penerbitan UiTM Kelantan 2016
• Subjects: Factor analysis. Principal components analysis. Correspondence analysis; Analysis
• Online Access: http://ir.uitm.edu.my/id/eprint/24199/1/9-Article%20Text-34-1-10-20181104%20-%20Combine%20Cover.pdf; http://ir.uitm.edu.my/id/eprint/24199/; http://jmcs.com.my/index.php/jmcs

Multicollinearity is a case of multiple regression in which the predictor variables are highly correlated among themselves. The problem will get more complicated when multicollinearity exists together with high leverage points. The usage of classical VIF for multicollinearity diagnostics is not reli...