Save The accompanying data include the engine size or displacement (in liters) and horsepower (HP) of 50 recently sold vehicles. Fit a multiple regression with the Log10 of the combined mileage rating as the response and the Log 10 of the weight of the car, the Log 10 of the engine displacement, and the Log 10 of the horsepower of the engine as explanatory variables. Complete parts (a) through (c) below. Click the icon to view the vehicle data. (a) Describe the effects of collinearity on the three estimated coefficients. Which coefficients are most/least influenced by collinearity? The VIF for Logo Weight is Vehicle Data (Round to two decimal places as needed.) mple Get more help - Combined MPG Weight (pounds) Displacement (lit 26 3625 2.2 16 4250 4.1 11 4500 5.7 15 4000 4.7 23 4000 3.0 15 5000 4.6 34 3125 1.8 16 5500 4.5 31 2750 1.3 24 3250 2.0 13 5500 4.8 26 3625 2.4 32121222222 33 3375 1.8 6000 6.8 17 4750 3.9 4500 3.7 17 6000 5.1 19 4250 6.1 4250 3.1 15 3625 6.1 27 3375 1.5 19 4500 6.0 18 6000 6.4

Managerial Economics: Applications, Strategies and Tactics (MindTap Course List)
14th Edition
ISBN:9781305506381
Author:James R. McGuigan, R. Charles Moyer, Frederick H.deB. Harris
Publisher:James R. McGuigan, R. Charles Moyer, Frederick H.deB. Harris
Chapter4A: Problems In Applying The Linear Regression Model
Section: Chapter Questions
Problem 2E
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The accompanying data include the engine size or displacement (in liters) and horsepower (HP) of 50 recently sold vehicles. Fit a multiple regression with the Log10 of the combined mileage
rating as the response and the Log 10 of the weight of the car, the Log 10 of the engine displacement, and the Log 10 of the horsepower of the engine as explanatory variables. Complete parts (a)
through (c) below.
Click the icon to view the vehicle data.
(a) Describe the effects of collinearity on the three estimated coefficients. Which coefficients are most/least influenced by collinearity?
The VIF for Logo Weight is
Vehicle Data
(Round to two decimal places as needed.)
mple
Get more help -
Combined MPG Weight (pounds) Displacement (lit
26
3625
2.2
16
4250
4.1
11
4500
5.7
15
4000
4.7
23
4000
3.0
15
5000
4.6
34
3125
1.8
16
5500
4.5
31
2750
1.3
24
3250
2.0
13
5500
4.8
26
3625
2.4
32121222222
33
3375
1.8
6000
6.8
17
4750
3.9
4500
3.7
17
6000
5.1
19
4250
6.1
4250
3.1
15
3625
6.1
27
3375
1.5
19
4500
6.0
18
6000
6.4
Transcribed Image Text:Save The accompanying data include the engine size or displacement (in liters) and horsepower (HP) of 50 recently sold vehicles. Fit a multiple regression with the Log10 of the combined mileage rating as the response and the Log 10 of the weight of the car, the Log 10 of the engine displacement, and the Log 10 of the horsepower of the engine as explanatory variables. Complete parts (a) through (c) below. Click the icon to view the vehicle data. (a) Describe the effects of collinearity on the three estimated coefficients. Which coefficients are most/least influenced by collinearity? The VIF for Logo Weight is Vehicle Data (Round to two decimal places as needed.) mple Get more help - Combined MPG Weight (pounds) Displacement (lit 26 3625 2.2 16 4250 4.1 11 4500 5.7 15 4000 4.7 23 4000 3.0 15 5000 4.6 34 3125 1.8 16 5500 4.5 31 2750 1.3 24 3250 2.0 13 5500 4.8 26 3625 2.4 32121222222 33 3375 1.8 6000 6.8 17 4750 3.9 4500 3.7 17 6000 5.1 19 4250 6.1 4250 3.1 15 3625 6.1 27 3375 1.5 19 4500 6.0 18 6000 6.4
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