Due primarily to the price controls of OPEC, the price of crude oil has risen dramatically since the early 1970s. As a result, motorists have been confronted with a similar upward spiral of gasoline prices. The data in the Table are typical prices for a gallon of regular leaded gasoline and a barrel of crude oil for the indicated years. a. Use the data to calculate the least-squares equation that describes the relationship between the price of a gallon of gas and the price of a barrel of crude oil [show all your steps with equations, perform your calculations using hand calculator, not Excel]. b. Does your least-squares line appear to be an appropriate characterization of the relationship between the price of the gallon of gas and the price of a barrel? How did you conclude your answer? c. If the price of crude oil fell to $20 per barrel, to what level would the price of regular gasoline fall? d. Use Excel to draw the scatter plot and show [in Excel] R? and the linear regression equation. Compare your results [ Your least square equation and R?] from part a and this part [ Excel Least square equation and R²]. Year Gasoline (cents/gal) Crude Oil ($/bbl) 1973 38.8 4.15 1975 56.7 10.38 1976 59.0 10.89 1977 62.2 11.96 1978 62.6 12.46 1979 85.7 17.72 1980 119.1 28.07 1981 133.3 36.11

Operations Research : Applications and Algorithms
4th Edition
ISBN:9780534380588
Author:Wayne L. Winston
Publisher:Wayne L. Winston
Chapter13: Decision Making Under Uncertainty
Section13.2: Utility Theory
Problem 15P
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Due primarily to the price controls of OPEC, the price of crude oil has risen
dramatically since the early 1970s. As a result, motorists have been confronted with a
similar upward spiral of gasoline prices. The data in the Table are typical prices for a
gallon of regular leaded gasoline and a barrel of crude oil for the indicated years.
a. Use the data to calculate the least-squares equation that describes the relationship
between the price of a gallon of gas and the price of a barrel of crude oil [show all
your steps with equations, perform your calculations using hand calculator, not
Excel].
b. Does your least-squares line appear to be an appropriate characterization of the
relationship between the price of the gallon of gas and the price of a barrel? How did
you conclude your answer?
c. If the price of crude oil fell to $20 per barrel, to what level would the price of
regular gasoline fall?
d. Use Excel to draw the scatter plot and show [in Excel] R? and the linear regression
equation. Compare your results [ Your least square equation and R²] from part a and
this part [ Excel Least square equation and R2].
Year
Gasoline (cents/gal)
Crude Oil ($/bbl)
1973
38.8
4.15
1975
56.7
10.38
1976
59.0
10.89
1977
62.2
11.96
1978
62.6
12.46
1979
85.7
17.72
1980
119.1
28.07
1981
133.3
36.11
Transcribed Image Text:Due primarily to the price controls of OPEC, the price of crude oil has risen dramatically since the early 1970s. As a result, motorists have been confronted with a similar upward spiral of gasoline prices. The data in the Table are typical prices for a gallon of regular leaded gasoline and a barrel of crude oil for the indicated years. a. Use the data to calculate the least-squares equation that describes the relationship between the price of a gallon of gas and the price of a barrel of crude oil [show all your steps with equations, perform your calculations using hand calculator, not Excel]. b. Does your least-squares line appear to be an appropriate characterization of the relationship between the price of the gallon of gas and the price of a barrel? How did you conclude your answer? c. If the price of crude oil fell to $20 per barrel, to what level would the price of regular gasoline fall? d. Use Excel to draw the scatter plot and show [in Excel] R? and the linear regression equation. Compare your results [ Your least square equation and R²] from part a and this part [ Excel Least square equation and R2]. Year Gasoline (cents/gal) Crude Oil ($/bbl) 1973 38.8 4.15 1975 56.7 10.38 1976 59.0 10.89 1977 62.2 11.96 1978 62.6 12.46 1979 85.7 17.72 1980 119.1 28.07 1981 133.3 36.11
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