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Multiple Regression With Two Predictor Variables

2 in order to avoid “double counting” the information that is contained in both the X 1 and X 2 variables.To understand why this is so, consider a trivial prediction problem. Suppose that you want to predict people’s total height in inches (Y) from two measurements that you make using a yardstick:distance from hip to top of head (X 1

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