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Because the coefficient of determination R, always increases when a new independent variable is added to a model, it is tempting to include many variables

  1. Because the coefficient of determination R,always increases when a new independent variable is added to a model, it is tempting to include many variables in the model in order to force R to be near 1. However, doing so reduces the number of degrees of freedom available for estimating
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