b. How much of the variation in the dependent variable is explained by the regression equation?c. Is the regression equation as a whole significant at the 5% level?d. If this is an AVC equation is it U-shaped?SUMMARY OUTPUT Regression Statistics
Multiple R 0.730368
R Square 0.533438
Adjusted R Square 0.440125
Standard Error 154.7038
Observations 13 ANOVA
df SS MS F Significance F
Regression 2 273637.6 136818.8 5.716679 0.022108
Residual 10 239332.7 23933.27
Total 12 512970.3 Coefficients Standard Error t Stat P-value
Intercept 4832.007 1229.287 3.930741 0.002817
Q -0.30527 0.133999 -2.27815 0.04593
QSQ 7.23E-06 3.41E-06 2.122731 0.059748