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Estimate the demand for product

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Reference no: EM13839468

QUESTION 1:  A quant jock from your firm used a linear demand specification to estimate the demand for its product and sent you a hard copy of the results. Unfortunately, some entries are missing because the toner was low in her printer. Use the information presented below to find the missing values. Then, answer the accompanying questions.

Instructions: Do not round intermediate calculations. Round only your final calculation. Round your final answers to 2 decimal places. Include a minus (-) sign for all negative answers.

SUMMARY OUTPUT

 

 

 

 

 

 

 

 

 

 

 

 

 

Regression Statistics

 

 

 

 

 

 

Multiple R

0.38

 

 

 

 

 

R Square

'1'

 

 

 

 

 

Adjusted R Square

'2'

 

 

 

 

 

Standard Error

20.77

 

 

 

 

 

Observations

150

 

 

 

 

 

 

 

 

 

 

 

 

Analysis of Variance

 

 

 

 

 

 

 

Degrees of

Freedom

Sum of Squares

Mean Square

F

Significance F

 

Regression

2

'3'

5199.43

12.05

0.00

 

Residual

147

63,408.62

431.35

 

 

 

Total

'4'

73,807.49

 

 

 

 

 

 

 

 

 

 

 

 

Coefficients

Standard Error

t Stat

P-value

Lower 95%

Upper 95%

Intercept

58.87

'5'

3.84

0.00

28.59

89.15

Price of X

-1.64

0.85

'6'

0.06

-3.31

0.04

Income ('000s)

'7'

0.24

4.64

0.00

0.63

1.56

a. Based on these estimates, write an equation that summarizes the demand for the firm's product.

Instructions: Round your responses to 2 decimal places. Do not round intermediate calculations. Round only your final calculation.

QXd =            -          PX +           M

Please write complete this equation.

b. Which regression coefficients are statistically significant at the 5 percent level?

QUESTION 2: The demand function for good X is lnQXd = a + b lnPX + c lnM + e, where Px is the price of good X and M is income. Least squares regression reveals that:

  â= 7.42    b^ =-2.18  c^ =0.34

a. If M  = 55,000 and Px = 4.39, compute the own price elasticity of demand based on these estimates. Determine whether demand is elastic or inelastic.

Own price elasticity of demand:   ?

Demand is   ?

b. If M = 55,000 and Px = 4.39, compute the income elasticity of demand based on these estimates. Determine whether X is a normal or inferior good.

Income elasticity of demand:  ?

X is  ?

Reference no: EM13839468

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