Question: SUMMARY OUTPUT Regression Statistics Multiple R 0.78 R Square 0.61 Adjusted R Square 0.58 Standard Error 146.27 Observations 98 ANOVA df SS MS F Significance

SUMMARY OUTPUT
Regression Statistics
Multiple R 0.78
R Square 0.61
Adjusted R Square 0.58
Standard Error 146.27
Observations 98
ANOVA
df SS MS F Significance F
Regression 6 2983351 497225.2 23.24137 1.81E-16
Residual 91 1946851 21393.97
Total 97 4930202
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept -69.27 80.53 -0.86 0.391949 -229.24 90.69 -229.24 90.69
bath 46.77 24.03 1.95 0.054708 -0.96 94.51 -0.96 94.51
area 0.11 0.02 4.49 0.000021 0.06 0.15 0.06 0.15
lot 330.75 74.50 4.44 0.000025 182.76 478.74 182.76 478.74
Central_cooling 88.35 30.43 2.90 0.004624 27.92 148.79 27.92 148.79
bed -12.40 26.13 -0.47 0.636116 -64.30 39.50 -64.30 39.50
Heat_pump 39.52 39.90 0.99 0.324538 -39.73 118.78 -39.73 118.78

1. Which of the coefficients in this regression are significant at the 5% level, and which are weakly significant (i.e., significant at the 10% level but not the 5% level)

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