Question
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
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 value labeled "1" through "7" (round your answers to the nearest hundredth). Then answer the accompanying questions
SUMMARY OUTPUT
Regression Statistics
Multiple R
0.38
R- Square
"1"
Adjusted R - square
"2"
Standard Error
20.77
Observations
150
Analysis of Variance
Degree of freedom
Sum of squares
Mean square
F
Significance F
Regression
2
"3"
12.05
0
Residual
147
63,408.62
5199.43
Total
"4"
73,807.49
431.35
Coofficients
Standard Error
t- Statistic
P- Value
Lower 95 %
Upper 95%
Intercept
58.87
"5"
3.84
0
28.59
89.15
Price of X
-1.64
0.85
"6"
0.06
-3.31
0.04
Income
"7"
0.24
4.64
0
0.63
1.56
a.Based on these estimates, write a equation that summarizes the demand for the firm's product.
b.Which regression coefficients are staticstically significant at the 5 % level?
c.Comment on how well the regression line fits the data?
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