A Monte Carlo simulation study on high leverage collinearity-enhancing observation and its effect on multicollinearity pattern

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A Monte Carlo simulation study on high leverage collinearity-enhancing observation and its effect on multicollinearity pattern

Outliers in the X-direction or high leverage points are the latest known source of multicollinearity. Multicollinearity is a nonorthogonality of two or more explanatory variables in multiple regression models, which may have important influential impacts on interpreting a fitted regression model. In...

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Bibliographic Details
Main Authors:	Habshah Midi, Bagheri, Arezoo, Rahmatulllah Imon .A.H.M
Format:	Article
Language:	English
Published:	Universiti Kebangsaan Malaysia 2011
Online Access:	http://journalarticle.ukm.my/3145/ http://journalarticle.ukm.my/3145/1/14_Habshah_Midi.pdf

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