Statistical significance of a regression coefficient

Reference no: EM13791970

1. If the income elasticity for lobster is 0.4, a 40% increase in income will lead to a:

A. 10% drop in demand for lobster

B. 16% increase in demand for lobster

C. 20% increase in demand for lobster

D. 4% increase in demand for lobster

2. Suppose the demand for good X is lnQXd = 21 - 0.8 lnPX - 1.6 lnPY + 6.2 lnM + 0.4 lnAX. Then we know goods x and y are:

A. Substitutes

B. Complements

C. Normal goods

D. Inferior goods

3. Suppose the demand function is given by QXd = 8PX0.5 PY0.25 M0.12 H. Then the demand for good X is:

A. Inelastic

B. Unitary

C. Elastic

D. Perfectly elastic

4. Which of the following is used to determine the statistical significance of a regression coefficient?

A. T-statistic

B. F-statistic

C. R-square

D. Adjusted R-square

5. Which of the following provides a measure of the overall fit of a regression?

A. T-statistic

B. F-statistic

C. R-square

D. The F-statistic and R-square

6. Which of the following measures of fit penalizes a researcher for estimating many coefficients with relatively little data?

A. T-statistic

B. R-square

C. Adjusted R-square

D. Neither the t-statistic, R-square nor the adjusted R-square

7. The demand for good X is estimated to be QXd = 10,000 - 4PX + 5PY + 2M + AX, where PX is the price of X, PY is the price of good Y, M is income and AX is the amount of advertising on X. Suppose the present price of good X is $50, PY = $100, M = $25,000, and AX = 1,000 units. What is the own-price elasticity of demand for good X?

A. -0.003

B. -0.03

C. -0.3

D. -3

8. The demand for good X is estimated to be QXd = 10, 000 - 4PX + 5PY + 2M + AX, where PX is the price of X, PY is the price of good Y, M is income and AX is the amount of advertising on X. Suppose the present price of good X is $50, PY = $100, M = $25,000, and AX = 1,000 units. Based on this information, the cross price elasticity between goods X and Y is

A. 0.008

B. -0.08

C. -0.8

D. -8

9. The lower the standard error,

A. The less confident the manager can be that the parameter estimates reflect the true values

B. The more confident the manager can be that the parameter estimates reflect the true values

C. The more precisely the parameter estimates the true values

D. The less precisely the parameter estimates the true values

10. The manager can be 95% confident that the true value of the underlying parameters in a regression is not zero if the absolute value of t-statistic is

A. Less than 1

B. Less than 2

C. Greater than 1

D. Greater than 2

11. Suppose a consumer with an income of $100 who is faced with PX = 1 and PY = 1/2. What is the market rate of substitution between good X (horizontal axis) and good Y (vertical axis)?

A. 0.50

B. -1.0

C. -2.0

D. -4.0

12. The difference between a price decrease and an increase in income is that

A. A price decrease does not affect the consumption of other goods while an increase in income does

B. An increase in income does not affect the slope of the budget line while a decrease in price does change the slope

C. A price decrease decreases real income while an increase in income increases real income

D. A price decrease leaves real income unchanged while an increase in income increases real income

13. Which of the following is true?

A. Indifference curves may intersect

B. At a point of consumer equilibrium, the MRS equals 1

C. If income increases, a consumer will always consume more of a good

D. None of the statements associated with this question are correct

14. A situation where a consumer says he does not know his preference ordering for bundles X and Y would violate the property of:

A. More is be better

B. Completeness

C. Substitutability

D. Complementarity

15. The absolute value of the slope of the indifference curve is called the:

A. Marginal revenue

B. Average rate of substitution

C. Marginal rate of substitution

D. Marginal cost

16. An increase in the price of good X will have what effect on the budget line on a normal X-Y graph?

A. Parallel outward shift of the line

B. Increase the vertical intercept

C. Decrease the horizontal intercept

D. Parallel inward shift of the line

17. Which of the following cases violates the property of transitivity

A. A?B, B?C, A?C

B. A?B, B?C, A?C

C. A?B, B?C, C?A

D. None of the statements violates the transitivity property

18. What is the maximum amount of good Y that can be purchased if X and Y are the only two goods available for purchase and PX = $5, PY = $10, X = 20, and M = 500?

A. 40

B. 25

C. 50

D. 75

19. How does a decrease in the price of good X affect the market rate of substitution between goods X and Y?

A. It increases

B. It decreases

C. Remains unchanged

D. Indeterminable without more information

20. If the slope of the indifference curve is steeper than the slope of the budget line, and X is on the horizontal axis

A. The consumer is willing to give up more of good Y to get an additional unit of good X than is necessary under the current market prices

B. MRS < PX /PY

C. MRS < - PX /PY

D. The consumer is willing to give up more of good X to get an additional unit of good Y than is necessary under the current market prices

Reference no: EM13791970

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