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Thane Company is interested in establishing the relationship between electricity costs and machine hours. Data have been collected and a regression analysis prepared using Excel.
Thane Company is interested in establishing the relationship between electricity costs and machine hours. Data have been collected and a regression analysis prepared using Excel. The monthly data and the regression output follow: Machine Hours 2,500 2,900 1,900 3,100 3,800 Month January February March April May June July August September October November December 3,300 Electricity Costs $ 18,400 $ 21,000 $ 13,500 $ 23,000 $ 28,250 $ 22,000 $ 24,750 $ 22,750 $ 15,500 $ 26,000 $ 31,000 $ 27,750 4,100 3,500 2,000 3,700 4,700 4,200 Summary Output Regression Statistics Multiple R R Square Adjusted R2 Standard Error Observations .965 932 .925 1,425.18 12.00 t Intercept Machine Hours Coefficients 3,726.88 5.77 Standard Error 1682.82 0.49 Stat 2.21 11.7 P-value 0.05 0.00 Lower 95% 1 Upper 95% (22.69) 7,476.45 4. 676 .87 The correlation coefficient for the regression equation for electricity costs is: O 0.965 O 0.932. 0.925. O 0.982
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