Question
Consider the following results of a multiple regression model of dollar price of unleaded gas (dependent variable) and a set of independent variables: price of
- Consider the following results of a multiple regression model of dollar price of unleaded gas (dependent variable) and a set of independent variables: price of crude oil, value of S&P500, price U.S. Dollars against Euros, personal disposal income (in million of dollars) and answer the following questions:
Coefficient | t-statistics | |
Intercept | 0.5871 | 68.90 |
Crude Oil | 0.0651 | 32.89 |
S&P 500 | -0.0020 | 18.09 |
Price of $ | -0.0415 | 14.20 |
PDI | 0.0001 | 17.32 |
R-Square = 97% a. What is the interpretation of coefficient for S&P500?
| Every 1 unit increase in the value of S&P500 will cause unleaded gas price to increase by 0.20 cents. | |
| Every 1 unit increase in the value of S&P500 will cause unleaded gas price to decrease by 0.20 cents. | |
| Every 1% increase in the value of S&P500 will cause unleaded gas price to increase by 0.20 cents. | |
| Every 1 unit increase in the value of S&P500 will cause unleaded gas price to decrease by 0.2% |
b. What is the interpretation of coefficient for crude oil?
| Every 1% increase in crude price will cause unleaded gas price to increase by 6.51 cents. | |
| Every $1 increase in crude price will cause unleaded gas price to increase by 6.51%. | |
| Every 1% increase in crude price will cause unleaded gas price to decrease by 6.51 cents. | |
| Every $1 increase in crude price will cause unleaded gas price to increase by 6.51 cents. |
c. What will be forecasted price of unleaded gas if the value of independent variables are as follows: Crude Oil = 90; S&P500 = 1725; Price of $ = 0.90 Euros; PDI = 800
| $2.71 | |
| $3.04 | |
| $2.66 | |
| $2.99 |
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