Coefficients Predictor Estimate Confidence Interval: Lower Confidence Interval: Upper Standard Error T-Statistic P-Value Intercept Beds 4002136.4 3464017.009 4540255.792 274489.1862 14.58030626 3.5E-47 -6177.10807 -16435.25739 4081.041255 5232.57683 -1.18050977 2.4E-01 Baths 131765.172 119088.35 144441.9937 6466.31691 20.37715963 9.9E-89 Sqft home 42.0212855 36.29088048 47.75169047 2.923020855 14.37597867 6.0E-46 Sqft_lot 0.14625721 0.014112054 Build year -2053.87611 -2330.174505 0.27840236 -1777.577706 0.067405888 2.169798681 3.0E-02 Type_Multi_Family -42657.0599 -100304.9526 Type Multiple Occupancy 7778.52703 -84720.23568 14990.83274 100277.2897 140.9369817 -14.5730104 3.8E-47 29405.59921 -1.45064413 1.5E-01 47182.67081 0.164859829 8.7E-01 ANOVA Source DF SS MS F-Statistic P-Value Regression 2.26069E+14 3.22955E+13 393.5914604 Error 4992 4.0961E+14 82053371749 N/A N/A Total 4999 6.35679E+14 1.27161E+11 N/A N/A