Take the data from San Francisco Bread Company

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Take the data from San Francisco Bread Company

Take the data from San Francisco Bread Company

Question
SUMMARY OUTPUT
Regression Statistics
Multiple R 0.912677732
R Square 0.832980642
Adjusted R Square 0.806257545
Standard Error 14875.945
Observations 30
ANOVA
df SS MS F Significance F
Regression 4 27591622295 6897905574 31.17081208 2.19764E-09
Residual 25 5532343492 221293739.7
Total 29 33123965787
Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0%
Intercept 128832.24 69974.81802 1.841122902 0.077501227 -15283.59544 272948.0754 -15283.59544 272948.0754
Price (P) -19875.95363 4100.855594 -4.846782134 5.54213E-05 -28321.82383 -11430.08344 -28321.82383 -11430.08344
Competitor Price (Px) 15467.93585 3459.279897 4.471432294 0.000146656 8343.415533 22592.45616 8343.415533 22592.45616
Advertising (Ad) 0.260701483 0.094050346 2.771935405 0.010369369 0.06700117 0.454401795 0.06700117 0.454401795
Income (I) 8.780403326 1.017267544 8.631360924 5.72335E-09 6.685301601 10.87550505 6.685301601 10.87550505

Take the data from San Francisco Bread Company

 

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