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For the Multiple Regression Model =40+15x110x2+5x3 = 40 + 15 x _ { 1 } - 10 x _ { 2 } + 5 x _ { 3 }

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For the multiple regression model  For the multiple regression model    = 40 + 15 x _ { 1 } - 10 x _ { 2 } + 5 x _ { 3 }  , if  x _ { 2 }  were to increase by 5 units, holding  x _ { 1 }  and  x _ { 3 }  constant, the value of  y  would decrease by 50 units, on average. =40+15x110x2+5x3 = 40 + 15 x _ { 1 } - 10 x _ { 2 } + 5 x _ { 3 } , if x2x _ { 2 } were to increase by 5 units, holding x1x _ { 1 } and x3x _ { 3 } constant, the value of yy would decrease by 50 units, on average.

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