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What is the conclusion and interpretation of the f test? Real Estate Sales Price Sales Price Home Size Rating Y X1 X2 180.0 23 5

What is the conclusion and interpretation of the f test?

Real Estate Sales Price Sales Price Home Size Rating Y X1 X2 180.0 23 5 98.1 11 2 173.1 20 9 136.5 17 3 141.0 15 3 165.9 21 4 193.5 24 7 127.8 13 6 ' 163.5 19 7 172.5 25 2 SUMMARY OUTPUT Regression Statistics Multiple R 0.995 R Square 0.99 Adjusted R Square 0.987 Standard Error 3.242 Observations 10 ANOVA _ df 55 MS F Significance F Regression 2 7373.952 3686.867 350.867 9.575E-08 Residual 7 73.557 10.508 Total 9 7447.509 Standard Coefficients Error t Stat P-value Intercept 29.347 4.891 - 6.000 ' 0.001 X1 5.613 0.229 24.561 X2 3.834 0.433 8.85 1 0.000

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