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20200427193731computer Exercise 12 3

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SUMMARY OUTPUT Regression Statistics Multiple R 0.540841 R Square 0.29251 Adjusted R Square 0.291482 Standard Error 0.554396 Observations 4137 ANOVA df Regression Residual Total SS MS F Significance F 6 524.8193 87.46988 284.5891 0 4130 1269.376 0.307355 4136 1794.196 Coefficients Standard Error t Stat P-value Lower 95%Upper 95%Lower 95.0% Upper 95.0% Intercept 1.241365 0.079492 15.61615 1.86E-53 1.085517 1.397212 1.085517 1.397212 hsize -0.05685 0.016351 -3.47704 0.000512 -0.08891 -0.0248 -0.08891 -0.0248 hsize squared 0.004675 0.002249 2.078526 0.037722 0.000265 0.009085 0.000265 0.009085 hsperc -0.01321 0.000573 -23.0676 7.5E-111 -0.01434 -0.01209 -0.01434 -0.01209 sat 0.001646 6.68E-05 24.63986 3.5E-125 0.001515 0.001777 0.001515 0.001777 female 0.154881 0.018005 8.602298 1.09E-17 0.119583 0.19018 0.119583 0.19018 athlete 0.169306 0.042349 3.997864 6.5E-05 0.086279 0.252334 0.086279 0.252334 RESIDUAL OUTPUT Observation Predicted colgpa Residuals 1 2.54611 -0.50611 2 2.777887 1.222113 3 2.216903 -0.4369 4 2.03368 0.38632 5 2.552902 0.057098 6 2.688809 0.341191 7 1.874617 -0.03462 8 2.238123 0.811877 9 2.557608 0.442392 10 2.864436 -0.86444 11 2.759613 0.220387 12 3.097926 -0.16793 13 2.926478 -0.92648 14 2.58331 -0.37331 15 2.792688 0.537312 16 2.341232 -1.27123 17 2.331376 -0.04138 18 2.559486 0.590514 19 2.664996 -0.015 20 2.614374 -0.20437 21 2.482432 -0.09243 22 2.413819 0.226181 23 1.875652 0.304348 24 2.345227 0.494773 25 2.448457 0.391543 26 27 28 29 30 31 32 3 ...
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