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
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
Functions and Change: A Modeling Approach to College Algebra (MindTap Course List)
6th Edition
ISBN:9781337111348
Author:Bruce Crauder, Benny Evans, Alan Noell
Publisher:Bruce Crauder, Benny Evans, Alan Noell
Chapter3: Straight Lines And Linear Functions
Section3.4: Linear Regression
Problem 12SBE: Find the equation of the regression line for the following data set. x 1 2 3 y 0 3 4
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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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4
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Xhigher than those without
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drive-up windows.
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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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