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:	Midi, Habshah, Bagheri, Arezoo, Imon , A.H.M. Rahmatullah
Format:	Article
Language:	English English
Published:	2011
Online Access:	http://psasir.upm.edu.my/id/eprint/24980/ http://psasir.upm.edu.my/id/eprint/24980/1/A%20monte%20carlo%20simulation%20study%20on%20high%20leverage%20collinearity.pdf

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