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ANOVA Sum of Model Squares df Mean Square F Sig. 1 Regression 853.859 1 853.859 1418.075 .000 Residual 234.829 390 602 Total 1088.688 391 2 Regression 863.735 2 431.868 746.807 .000 Residual 224.953 389 .578 Total 1088.688 391 3 Regression 889.764 3 296.588 578.492 .0ood Residual 198.924 388 .513 Total 1088.688 391 4 Regression 893.674 4 223.418 443.367 .000 Residual 195.014 387 .504 Total 1088.688 391 a. Dependent Variable: GallonsPer100Miles b. Predictors: (Constant), Weight in 100 lb c. Predictors: (Constant), Weight in 100 lb, Seconds to reach to speed 60 from 0 d. Predictors: (Constant), Weight in 100 lb, Seconds to reach to speed 60 from 0, Horse Power of the Engine e. Predictors: (Constant), Weight in 100 lb, Seconds to reach to speed 60 from 0, Horse Power of the Engine, Number of cylindersModel Summary Change Statistics Adjusted R Std. Error of R Square Model R R Square Square the Estimate Change F Change dfl df2 Sig. F Change 886 784 784 77597 784 1418.075 390 000 2 891 .793 792 .76045 009 17.078 389 .000 3 .904 .817 816 .71603 024 50.768 388 000 4 906d 821 .819 .70987 .004 7.759 387 .006 a. Predictors: (Constant), Weight in 100 lb b. Predictors: (Constant), Weight in 100 lb, Seconds to reach to speed 60 from 0 C. Predictors: (Constant), Weight in 100 lb, Seconds to reach to speed 60 from 0, Horse Power of the Engine d. Predictors: (Constant), Weight in 100 lb, Seconds to reach to speed 60 from 0, Horse Power of the Engine, Number of cylinders e. Dependent Variable: GallonsPer 100Miles Coefficients Standardized 95.0% Confidence Interval for Unstandardized Coefficients Coefficients Correlations Collinearity Statistics Model B Std. Error Beta Sig. Lower Bound Upper Bound Zero-order Partial Part Tolerance VIF Constant) -.396 .143 -2.766 006 -.677 -.114 Weight in 100 lb 1.740 .046 886 37.657 000 1.649 1.831 .886 .886 .886 1.000 1.000 2 (Constant) 845 .331 2.550 .011 193 1.496 Weight in 100 lb 1.654 .050 842 33.206 000 1.556 1.752 .886 860 .765 .826 1.210 Seconds to reach to .063 .015 -.105 -4.133 000 -.094 -.033 -.456 -.205 -.095 826 1.210 speed 60 from 0 (Constant -1.009 .406 -2.484 .013 -1.808 -.211 Weight in 100 lb 1.046 .097 -532 10.735 000 854 1.237 .886 479 .233 192 5.221 Seconds to reach to 043 021 072 2.082 .038 002 .084 -.456 .105 .045 .398 2.512 speed 60 from 0 Horse Power of the 1.921 .270 443 7.125 .000 1.391 2.452 .854 340 .155 122 8.216 Engine (Constant) -1.219 410 -2.976 003 -2.025 -.414 Weight in 100 lb .834 .123 425 6.790 000 593 1.076 886 326 .146 118 8.449 Seconds to reach to .053 .021 087 2.527 012 .012 .094 -.456 .127 .054 .388 2.580 speed 60 from 0 Horse Power of the 1.844 .269 425 6.859 .000 1.315 2.372 .854 329 .148 ,120 8.305 Engine Number of cylinders .141 051 .145 2.786 006 042 .241 .840 140 .060 .172 5.816 a. Dependent Variable: GallonsPer 100MilesBased on the following tables, identify the test, interpret the results and report them in an academic style. You do not need to interpret the assumptions. E Variables Entereleemovedal Variables Variables Model Entered Removed Method 1 Weight in . Enter 100|bP 2 Seconds to . Enter reach to speed 60 from 0b 3 Horse . Enter Power of the Engine\"_ _ 4 Number of . Enter cylindersb
