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...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
| Published: |
Universiti Kebangsaan Malaysia
2011
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| Online Access: | http://journalarticle.ukm.my/3145/ http://journalarticle.ukm.my/3145/ http://journalarticle.ukm.my/3145/1/14_Habshah_Midi.pdf |