SOLUTION: DAT 565 UOP Regression Modeling Questions

Attached. Please let me know if you have any questions or need revisions.SUMMARY OUTPUTRegression StatisticsMultiple R 0.968358R Square0.937718Adjusted R Square0.935642Standard Error115.5993Observations32ANOVAdfRegressionResidualTotal13031SS60358524008966436748MSFSignificance F6035852 451.6772 1.23E-1913363.2CoefficientsStandard Error t StatP-value Lower 95% Upper 95%Lower 95.0%Upper 95.0%Intercept 162.6628 54.47857 2.985812 0.005586 51.40269 273.9228 51.40269 273.9228X Variable 1 0.306732 0.014433 21.2527 1.23E-19 0.277257 0.336207 0.277257 0.336207Upper 95.0%SUMMARY OUTPUTRegression StatisticsMultiple R 0.179004R Square0.032043Adjusted R Square-0.00022Standard Error455.7228Observations32ANOVAdfRegressionResidualTotalSSMSFSignificance F1 206249.6 206249.6 0.993097 0.32695730 6230498 207683.331 6436748CoefficientsStandard Error t StatP-value Lower 95% Upper 95%Lower 95.0%Upper 95.0%Intercept 1377.366 163.1906 8.440231 2.03E-09 1044.086 1710.646 1044.086 1710.646X Variable 1 -5.59421 5.613615 -0.99654 0.326957 -17.0587 5.870325 -17.0587 5.870325Upper 95.0%SUMMARY OUTPUTRegression StatisticsMultiple R 0.976236R Square0.953037Adjusted R Square0.946079Standard Error105.8108Observations32ANOVAdfRegressionResidualTotalSSMSFSignificance F4 6134458 1533615 136.9798 1.62E-1727 302289.8 11195.9231 6436748CoefficientsStandard Error t StatIntercept 38.78345 77.09451 0.503064X Variable 1 80.94592 35.65398 2.27032X Variable 2 86.59756 45.20452 1.915683X Variable 3 -0.20799 1.406374 -0.14789X Variable 4 0.244041 0.025492 9.573045P-value Lower 95% Upper 95%Lower 95.0%Upper 95.0%0.618999 -119.401 196.9683 -119.401 196.96830.031382 7.790001 154.1018 7.790001 154.10180.066051 -6.15446 179.3496 -6.15446 179.34960.883528 -3.09363 2.677652 -3.09363 2.6776523.59E-10 0.191735 0.296347 0.191735 0.296347Upper 95.0%SUMMARY OUTPUTRegression StatisticsMultiple R 0.972788R Square0.946317Adjusted R Square0.942615Standard Error109.1571Observations32ANOVAdfRegressionResidualTotalSSMS2 6091205 304560329 345542.9 11915.2731 6436748FSignificance F255.605 3.82E-19CoefficientsStandard Error t StatP-value Lower 95% Upper 95%Lower 95.0%Upper 95.0%Intercept 115.9136 55.82814 2.076257 0.04684 1.732186 230.0949 1.732186 230.0949X Variable 1 0.264121 0.024012 10.99955 7.28E-12 0.215011 0.313231 0.215011 0.313231X Variable 2 78.33906 36.34622 2.155356 0.039569 4.002689 152.6754 4.002689 152.6754Upper 95.0%FloorArea (Sq.Ft.)47904720594057203660500029902610565035702930128048801620182045302570469012804100353036601110267011005810256023403690358036103960Offices43443422423231222213221214232323Entrances22222211212122121211222213212212Age8122343831194842415314235175134545274133503920172451527817AssessedValue ($’000)17961544209419681567187894991017741187111367116787106781585842153943312681251109463899965319147728901282126411621447AssessedValue ($’000)2500y = 0.3467xR² = 0.9906200015001000500001000200030004000500060007000AssessedValue ($’000)2500y = …

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