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

• Asıl Yazarlar: Ibrahim, Nurul Bariyah (Yazar), Midi, Habshah (Prof Dr.) (Yazar), Noor Ilanie Nordin, Noor Ilanie (Yazar), Ismail, Nor Azima (Yazar), Jauhari, Nur Elini (Yazar), Mohamad Sobri, Norafefah (Yazar)
• Materyal Türü: Kitap
• Baskı/Yayın Bilgisi: Unit Penerbitan UiTM Kelantan, 2016-06.
• Konular: Article; NonPeerReviewed
• Online Erişim: Link Metadata

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...