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Which independent variable can be omitted based on the smallest t Stat value ( in terms of absolute value ) SUMMARY OUTPUT Regression Statistics Multiple

Which independent variable can be omitted based on thesmallestt Stat value (in terms of absolute value)

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SUMMARY OUTPUT Regression Statistics Multiple R 0.737267794 R Square 0.5435638 Adjusted R Square 0.542713373 Standard Error 4.118794821 Observations 3765 ANOVA df SS MS F Significance F Regression 7 75901.77912 10843.1113 639.1659042 0 Residual 3757 63735.51671 16.96447078 Total 3764 139637.2958 Independent variable Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 99.0% Upper 99.0% pctBacon -0.689791991 0.020855245 -33.07522837 8.8627E-211 -0.730680693 -0.648903289 -0.743538847 -0.636045135 pctWhiteCollar 25.6393074 0.929466965 -27.58495822 1.0866E-152 -27.46161626 -23.81699855 -28.03467257 -23.24394224 pctLatinoPop -6.698912781 0.497141968 -13.47484866 1.88643E-40 -7.673607142 -5.724218421 -7.98011652 -5.417709043 pctBlueCollar -16.35217982 1.667188427 -9.808237368 1.92526E-22 -19.62086214 -13.08349751 -20.64875542 -12.05560423 Intercept 31.39787728 2.215347523 14.17289023 1.84999E-44 27.05447664 35.74127791 25.68861974 37.10713482 pctBlackPop 15.31439158 0.88414287 17.32117297 1.00007E-64 13.58094495 17.04783821 13.03583289 17.59295026 pctWhitePop 20.71421646 0.79334182 26.11007757 3.0424E-138 19.15879397 22.26963895 18.66966466 22.75876826 pctChickBreast 0.815354961 0.022486424 36.25987668 4.0077E-247 0.771268176 0.859441745 0.75740433 0.873305591

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