Leverage


This applet illustrates leverage. There are two slider bars which allow changing the response. With the slider bars the user may create outliers in the response. Note how the right hand slider corresponds to an observation that is also an outlier in the X-direction. This point has higher leverage.

A point corresponding to an outlying independent observation has a stronger effect on the fitted regression parameters.

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