a. We have a car that has an engine with 150 cubic inches. Based on this output, what city gas mileage would you predict for this car? b. Based on this output what is the correlation between city gas mileage and displacement? C. I value: The test statistics for testing the slope is zero is missing. Calculate this

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12.
A consumer advocacy group recorded several variables on 140
models of cars. The resulting information was used to produce the following
regression output that relates the city gas mileage (in mpg) and the engine
displacement (in cubic inches).
The regression equation is
mpg:city= 33.4 0.0624 displacement
Predictor
Constant
SE Coef
T
P
0.7762 43.00 0.000
displacement -0.0624 0.003810
0.000
S 3.13923
=
R-Sq 66.0% R-Sq (adj) = 65.8%
a.
We have a car that has an engine with 150 cubic inches. Based on this
output, what city gas mileage would you predict for this car?
Coef
33.4
b.
Based on this output what is the correlation between city gas mileage
and displacement?
C. I
value:
The test statistics for testing the slope is zero is missing. Calculate this
The group
o also recorded the power of the engine (in horsepower) for each car. The
following regression output was produced.
Predictor
Constant
horsepower
The regression equation is
mpg:city = 32.2 0.0572 horsepower
Coef SE Coef
32.2
T
P
1.000 32.19 0.000
-0.0572 0.005022 -11.39 0.000
S = 3.86688 R-Sq48.4% R-Sq (adj) = 48.1%
d.
Which of the variables (horsepower or displacement) would be the
better predictor of city gas mileage? Explain.
Transcribed Image Text:12. A consumer advocacy group recorded several variables on 140 models of cars. The resulting information was used to produce the following regression output that relates the city gas mileage (in mpg) and the engine displacement (in cubic inches). The regression equation is mpg:city= 33.4 0.0624 displacement Predictor Constant SE Coef T P 0.7762 43.00 0.000 displacement -0.0624 0.003810 0.000 S 3.13923 = R-Sq 66.0% R-Sq (adj) = 65.8% a. We have a car that has an engine with 150 cubic inches. Based on this output, what city gas mileage would you predict for this car? Coef 33.4 b. Based on this output what is the correlation between city gas mileage and displacement? C. I value: The test statistics for testing the slope is zero is missing. Calculate this The group o also recorded the power of the engine (in horsepower) for each car. The following regression output was produced. Predictor Constant horsepower The regression equation is mpg:city = 32.2 0.0572 horsepower Coef SE Coef 32.2 T P 1.000 32.19 0.000 -0.0572 0.005022 -11.39 0.000 S = 3.86688 R-Sq48.4% R-Sq (adj) = 48.1% d. Which of the variables (horsepower or displacement) would be the better predictor of city gas mileage? Explain.
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