The following estimated regression equation has been proposed to predict sales at a fast food outlet. ý = 16 - 4x₁ + 8x₂ + 14x3 where x₁ = the number of competitors within 1 mile. x₂ = the population within 1 mile (in 1,000s) X3 = 1 if drive-up windows are present; 0 otherwise ŷ = estimated sales (in $1,000s) (a) What is the interpretation of 14 (the coefficient of x3) in the regression equation? (Give the answer in dollars.) Sales in dollars at outlets with drive-up windows are on average $ 14 X higher than those without (b) Predict sales for an outlet with 3 competitors within one mile, a population of 14,000 within one mile, and one drive-up window (give the answer in dollars). $130 X Need Help? drive-up windows. (c) Predict sales for an outlet with 3 competitors within one mile, a population of 14,000 within one mile, and no drive-up window (give the answer in dollars). $112004 X Read It

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The following estimated regression equation has been proposed to predict sales at a fast food outlet.
ŷ = 16 - 4x₁ + 8x₂ + 14x3
where
fl
1
X1
= the number of competitors within 1 mile
the population within 1 mile (in 1,000s)
X3
= 1 if drive-up windows are present; 0 otherwise
ŷ = estimated sales (in $1,000s)
X2
(a) What is the interpretation of 14 (the coefficient of x3) in the regression equation? (Give the answer in dollars.)
Sales in dollars at outlets with
drive-up windows are on average $ 14
?
www.comm
(b) Predict sales for an outlet with 3 competitors within one mile, a population of 14,000 within one mile, and one drive-up window (give the answer in dollars).
$130
Need Help? Read It
(c) Predict sales for an outlet with 3 competitors within one mile, a population of 14,000 within one mile, and no drive-up window (give the answer in dollars).
$112004
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2
f3
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HT
$
4
f5
40
do
O
5
f6
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6
f7
♫+
C
&
f8
7
IAA
Xhigher than those without
Ⓒ
*
f9
D
hp
8
O
KIN
f10
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drive-up windows.
21
f12.
insert
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+
Transcribed Image Text:The following estimated regression equation has been proposed to predict sales at a fast food outlet. ŷ = 16 - 4x₁ + 8x₂ + 14x3 where fl 1 X1 = the number of competitors within 1 mile the population within 1 mile (in 1,000s) X3 = 1 if drive-up windows are present; 0 otherwise ŷ = estimated sales (in $1,000s) X2 (a) What is the interpretation of 14 (the coefficient of x3) in the regression equation? (Give the answer in dollars.) Sales in dollars at outlets with drive-up windows are on average $ 14 ? www.comm (b) Predict sales for an outlet with 3 competitors within one mile, a population of 14,000 within one mile, and one drive-up window (give the answer in dollars). $130 Need Help? Read It (c) Predict sales for an outlet with 3 competitors within one mile, a population of 14,000 within one mile, and no drive-up window (give the answer in dollars). $112004 f2 @ 2 f3 # * 3 f4 1/7 HT $ 4 f5 40 do O 5 f6 4- ^ 6 f7 ♫+ C & f8 7 IAA Xhigher than those without Ⓒ * f9 D hp 8 O KIN f10 EFINO f11 drive-up windows. 21 f12. insert prt sc +
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