Determine whether the intercept coefficient (1664.46) is statistically significant at the 5 percent level. SUMMARY OUTPUT Regression Statistics Multiple R 0.971 R-Square A Adjusted R-Square B Standard Error 30.462 Observations 51 ANOVA df SS MS F Significance F Regression C 747851.57 373925.79 402.98 9.89E-31 Residual 48 D 927.91 Total 50 792391.11 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Intercept 1664.46 62.13 26.79 1.60E-30 1539.66 1789.51 Price of Roses −6.68 F −1.41 1.64E-01 −16.16 2.81 Disposable Income (M) 9.73 0.34 G 1.23E-31 9.04 10.42 Select the best answer Statistically significant since the P-value is less than 5 percent. B. Statistically significant since the t-statistic is greater than 2 in absolute value. C. Statistically insignificant since the P-value is less than 5 percent. D. Statistically insignificant since the t-statistic is less than 2 in absolute value.

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
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Determine whether the intercept coefficient (1664.46) is statistically significant at the 5 percent level.

 

 

 

 

 

 

 

 

 

 

 

SUMMARY OUTPUT

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Regression Statistics

 

 

 

 

 

 

 

Multiple R

0.971

 

 

 

 

 

 

 

R-Square

A

 

 

 

 

 

 

 

Adjusted R-Square

B

 

 

 

 

 

 

 

Standard Error

30.462

 

 

 

 

 

 

 

Observations

51

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

ANOVA

 

 

 

 

 

 

 

 

 

df

SS

MS

F

Significance F

 

 

 

Regression

C

747851.57

373925.79

402.98

9.89E-31

 

 

 

Residual

48

D

927.91

 

 

 

 

 

Total

50

792391.11

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Coefficients

Standard Error

t Stat

P-value

Lower 95%

Upper 95%

 

 

Intercept

1664.46

62.13

26.79

1.60E-30

1539.66

1789.51

 

 

Price of Roses

−6.68

F

−1.41

1.64E-01

−16.16

2.81

 

 

Disposable Income (M)

9.73

0.34

G

1.23E-31

9.04

10.42

 

 

 

 

 

 

 

 

 

 

Select the best answer


  1. Statistically significant since the P-value is less than 5 percent.
    B. Statistically significant since the t-statistic is greater than 2 in absolute value.
    C. Statistically insignificant since the P-value is less than 5 percent.
    D. Statistically insignificant since the t-statistic is less than 2 in absolute value.

 

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