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SUMMARY OUTPUT Regression Statistics Multiple R 0.409942244 R Square 0.168052644 Adjusted R Square 0.107911871 Standard Error 2.707389404 Observations 90 ANOVA df SS MS F Significance

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SUMMARY OUTPUT Regression Statistics Multiple R 0.409942244 R Square 0.168052644 Adjusted R Square 0.107911871 Standard Error 2.707389404 Observations 90 ANOVA df SS MS F Significance F Regression 6 122.8935372 20.48226 2.794321 0.015882071 Residual 83 608.3864628 7.329957 Total 89 731.28 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0% Intercept 4.246476266 3.210266062 1.32278 0.189542 -2.138613814 10.63157 -2.138613814 10.63156635 X1 0.000285071 0.04576296 0.006229 0.995045 -0.090735617 0.091306 -0.090735617 0.091305758 X2 -0.034188263 0.028439622 -1.20213 0.23273 -0.090753527 0.022377 -0.090753527 0.022377002 X3 0.013645217 0.028186052 0.484112 0.629581 -0.042415707 0.069706 -0.042415707 0.069706141 X4 0.01985513 0.017896515 1.109441 0.270444 -0.015740318 0.055451 -0.015740318 0.055450578 X5 0.047818763 0.109264262 0.437643 0.662782 -0.169503459 0.265141 -0.169503459 0.265140986 X6 0.012528748 0.021904124 -0.57198 0.568881 -0.056095169 0.031038 -0.056095169 0.031037674

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