Question
Consider the following results of a simple regression model of dollar price of unleaded gas (dependent variable) and dollar price of crude oil (independent variable)
- Consider the following results of a simple regression model of dollar price of unleaded gas (dependent variable) and dollar price of crude oil (independent variable) and answer the following questions:
Coefficient | t-statistics | |
Intercept | 0.56 | 28.27 |
Crude Oil | 0.0457 | 73.34 |
R-square = 0.87 a. What is the interpretation of coefficient for crude oil?
| Every 1% increase in crude price will cause unleaded gas price to increase by 4.57 cents. | |
| Every $1 increase in crude price will cause unleaded gas price to increase by 4.57 cents. | |
| Every 1% increase in crude price will cause unleaded gas price to increase by 4.57%. | |
| Every $1 increase in crude price will cause unleaded gas price to increase by 4.57 %. |
b. What will be expected change in the price of unleaded gas if the crude oil price is expected to fall by 3%. The current price of crude oil and unleaded gas are $74 and $3.10 respectively?
| (3.27%) | |
| (2.25%) | |
| (3.85%) | |
| (2.89%) |
c. What will be forecasted price of unleaded gas when the crude oil price is $90?
| $4.44 | |
| $4.67 | |
| $4.22 | |
| $3.99 |
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