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Suppose a multiple regression model is given by y = - 4.09x1 + 8.59x, -23.91. What would an
interpretation of the coefficient of x1 be? Fill in the blank below An interpretation of the
coefficient of x1 would be, if x1 increases by 1 unit, then the response variable will decrease by
units, on average, while holding x2, constant
Solution
-4.09 Units as the Equations has the constant multipled -4.09 to x1 units

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  • 1. Suppose a multiple regression model is given by y = - 4.09x1 + 8.59x, -23.91. What would an interpretation of the coefficient of x1 be? Fill in the blank below An interpretation of the coefficient of x1 would be, if x1 increases by 1 unit, then the response variable will decrease by units, on average, while holding x2, constant Solution -4.09 Units as the Equations has the constant multipled -4.09 to x1 units