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8 pts A researcher is interested to find out how the engine displacement, vehicle weight, and the type of transmission [i.e. automatic & manual] affect the automobile gasoline mileage. Type of transmission is represented by one dummy variable: automatic (-1, if transmission is automatic; O, if transmission is manual) Part of the raw data and the regression output of 40 different car models are given below. Displacementícubic Weight(lb in) Automatic Trans Automobile Miles/gallon Corvette 22.50 X Cruiser19.30x Omega X 440 Nova x 514 Corolla E5 x 5911x Cougar x 3800 x Starfire x 0 Cordoba x
SUMMARY OUTPUT Regression Statistics Multiple R 0.874319 R Square xxx Adjusted R Square Standard Error 3.395 Observations 40 ANOVA df Significance Ss MS F Regression 3 592.763 xxxxx xxx Residual 36 414.898 xxx Total 39 1007.661 Coefficients Standard t Stat P-value Error Intercept 45.768 3.861 11.854 0.000 Displacement-0.0176 0.00883 xxx 0.054
Displacement -0.0176 0.00883 xxx 0.054 0.000 Weight-0.00361 0.00074 xxx -0.654 1.201 0.545 0.589 trans. Which of the following predictors were hound to be significance level? significant at 0.05 O Displacement (cubic in.) only O None O Weight (b) and Displacement (cubic in.) 0 weight (lb) only O-Displacement (cubic in.) and Automatic transmission. 4 Previous Next Quiz saved at 4:26pm Submit Quiz
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