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In the First-Order Regression Model y~=12+6x1+8x2+4x1x2\tilde { y } = 12 + 6 x _ { 1 } + 8 x _ { 2 } + 4 x _ { 1 } x _ { 2 }

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In the first-order regression model y~=12+6x1+8x2+4x1x2\tilde { y } = 12 + 6 x _ { 1 } + 8 x _ { 2 } + 4 x _ { 1 } x _ { 2 } ,a unit increase in x1 increases the value of y on average by 6 units.


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