Ask Statistics and Probability Expert

1. Suppose demand for a product is determined by its price, consumers' income, and the price of a related good. Use Q for demand, P for price, M for income, and PR for price of related good. The demand function is estimated using regression analysis. The results are reported below:

SUMMARY OUTPUT









Regression Statistics




Multiple R

0.814752135




R Square

0.663821042




Adjusted R Square

0.159552605




Standard Error

530.2842631




Observations

66














 

Coefficients

Standard Error

t Stat

P-value

Intercept

125.56

15.87



P

-5.39

2.19

7.1001


M

0.069



0.046

PR

-10.98

2.73

 

 

1) What is the of this regression? R² is how statistically close by measure the data is to the regression line.

2) What is the degrees of freedom of this regression?

66-2 = 64 degrees at .05 = 1.669

3) What is the effect of a one-dollar increase in price (P) on demand (Q)?

4) What is the effect of a one-dollar increase in income (M) on demand (Q)?

5) What is the effect of a one-dollar increase in price of related good (PR) on demand (Q)?

6) Calculate the t Stat (or t ratio marked with "???" in the table) for the coefficient on P?t= 7.1007992

7) Test whether the effect of P on Q is significant at the 5% significance level. Show your work.

8) Using the p-value 0.046 in the table, test if the effect of M on Q is significant at the 5% significance level.

9) Using the values P=100, M=35,000, and PR=40, predict the demand (Q)?

10) Using the value of predicted Q you just calculated for part 9), calculate the estimates of

The price elasticity of demand. Show your work.

The income elasticity of demand. Show your work.

The cross-price elasticity of demand. Show your work.

2. Suppose the following is an estimated log-linear demand function:

ln Q = 8.99 - 3.78 ln P - 1.77 ln M - 2.03 ln PR

All parameter estimates are significant.

1) Is this good a normal or an inferior good?

2) Is this good a complement of or substitute for the related good? 

3) What is the price elasticity of demand for this good?

4) What is the income elasticity of demand for this good?

Statistics and Probability, Statistics

  • Category:- Statistics and Probability
  • Reference No.:- M91589641
  • Price:- $35

Priced at Now at $35, Verified Solution

Have any Question?


Related Questions in Statistics and Probability

Introduction to epidemiology assignment -assignment should

Introduction to Epidemiology Assignment - Assignment should be typed, with adequate space left between questions. Read the following paper, and answer the questions below: Sundquist K., Qvist J. Johansson SE., Sundquist ...

Question 1 many high school students take the ap tests in

Question 1. Many high school students take the AP tests in different subject areas. In 2007, of the 144,796 students who took the biology exam 84,199 of them were female. In that same year,of the 211,693 students who too ...

Basic statisticsactivity 1define the following terms1

BASIC STATISTICS Activity 1 Define the following terms: 1. Statistics 2. Descriptive Statistics 3. Inferential Statistics 4. Population 5. Sample 6. Quantitative Data 7. Discrete Variable 8. Continuous Variable 9. Qualit ...

Question 1below you are given the examination scores of 20

Question 1 Below you are given the examination scores of 20 students (data set also provided in accompanying MS Excel file). 52 99 92 86 84 63 72 76 95 88 92 58 65 79 80 90 75 74 56 99 a. Construct a frequency distributi ...

Question 1 assume you have noted the following prices for

Question: 1. Assume you have noted the following prices for paperback books and the number of pages that each book contains. Develop a least-squares estimated regression line. i. Compute the coefficient of determination ...

Question 1 a sample of 81 account balances of a credit

Question 1: A sample of 81 account balances of a credit company showed an average balance of $1,200 with a standard deviation of $126. 1. Formulate the hypotheses that can be used to determine whether the mean of all acc ...

5 of females smoke cigarettes what is the probability that

5% of females smoke cigarettes. What is the probability that the proportion of smokers in a sample of 865 females would be greater than 3%

Armstrong faber produces a standard number-two pencil

Armstrong Faber produces a standard number-two pencil called Ultra-Lite. The demand for Ultra-Lite has been fairly stable over the past ten years. On average, Armstrong Faber has sold 457,000 pencils each year. Furthermo ...

Sppose a and b are collectively exhaustive in addition pa

Suppose A and B are collectively exhaustive. In addition, P(A) = 0.2 and P(B) = 0.8. Suppose C and D are both mutually exclusive and collectively exhaustive. Further, P(C|A) = 0.7 and P(D|B) = 0.5. What are P(C) and P(D) ...

The time to complete 1 construction project for company a

The time to complete 1 construction project for company A is exponentially distributed with a mean of 1 year. Therefore: (a) What is the probability that a project will be finished in one and half years? (b) What is the ...

  • 4,153,160 Questions Asked
  • 13,132 Experts
  • 2,558,936 Questions Answered

Ask Experts for help!!

Looking for Assignment Help?

Start excelling in your Courses, Get help with Assignment

Write us your full requirement for evaluation and you will receive response within 20 minutes turnaround time.

Ask Now Help with Problems, Get a Best Answer

Why might a bank avoid the use of interest rate swaps even

Why might a bank avoid the use of interest rate swaps, even when the institution is exposed to significant interest rate

Describe the difference between zero coupon bonds and

Describe the difference between zero coupon bonds and coupon bonds. Under what conditions will a coupon bond sell at a p

Compute the present value of an annuity of 880 per year

Compute the present value of an annuity of $ 880 per year for 16 years, given a discount rate of 6 percent per annum. As

Compute the present value of an 1150 payment made in ten

Compute the present value of an $1,150 payment made in ten years when the discount rate is 12 percent. (Do not round int

Compute the present value of an annuity of 699 per year

Compute the present value of an annuity of $ 699 per year for 19 years, given a discount rate of 6 percent per annum. As