This is a regression analysis on the factors that affect housing
value. Please provide a detailed interpretation for each variable’s
result. What are the findings for each? Is there anything
significant that needs to be noted? If some data was taken out how
would that effect the results?
Show transcribed image text Table 1: Sample Statistics for Value Model Variables Dependent Variable Value Independent Variables Housing Characteristics Baths (+) Rooms ㈩ Cellard (+) Half Bath (+ Standard MedianModeRangeDeviation Sample Variance Mean 186920.7739 175000 200000398040 81998.825696723807415 1.356106409 6.571946796 6 0.618500605 0.442563482 0.810157195 0.565900846 0.6130528790.37583383 121.8192587943.30970256 0.4859015870.23610035 0.5598177970.31339597 0.3922952450.15389556 0.49578795 0.24580569 Porched Garaged +) Neighborhood Characteristics Cime Noised Trafficked 0.0356711 0.084643289 0.143893591 0.1855248850.03441948 0.2784343270.07752567 0.351087952 0.12326275
Table 1: Sample Statistics for Value Model Variables Dependent Variable Value Independent Variables Housing Characteristics Baths (+) Rooms ㈩ Cellard (+) Half Bath (+ Standard MedianModeRangeDeviation Sample Variance Mean 186920.7739 175000 200000398040 81998.825696723807415 1.356106409 6.571946796 6 0.618500605 0.442563482 0.810157195 0.565900846 0.6130528790.37583383 121.8192587943.30970256 0.4859015870.23610035 0.5598177970.31339597 0.3922952450.15389556 0.49578795 0.24580569 Porched Garaged +) Neighborhood Characteristics Cime Noised Trafficked 0.0356711 0.084643289 0.143893591 0.1855248850.03441948 0.2784343270.07752567 0.351087952 0.12326275
