Robust Estimation Methods and Robust Multicollinearity Diagnostics for Multiple Regression Model in the Presence of High Leverage Collinearity-Influential Observations

Robust Estimation Methods and Robust Multicollinearity Diagnostics for Multiple Regression Model in the Presence of High Leverage Collinearity-Influential Observations

The presence of outliers and multicollinearity are inevitable in real data sets and they have an unduly effect on the parameter estimation of multiple linear regression models. It is now evident that outliers in the X-direction or high leverage points are another source of multicollinearity. These l...

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书目详细资料
主要作者:	Bagheri, Arezoo
格式:	Thesis
语言:	English English
出版:	2011
主题:	Robust statistics Multicollinearity
在线阅读:	http://psasir.upm.edu.my/id/eprint/19689/1/IPM_2011_1.pdf
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