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The standard error of the estimate for a multiple regression model with two explanatory variables X1 and X2:
measures the proportion of variation in Y that is explained by X1 holding X2 constant.
measures the proportion of variation in Y that is explained by X1 and X2.
has the same sign as b1.
measures the variation around the predicted regression equation.
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