UQO Working Paper No. 3 — Hedonic housing price models for the US: parametric, quantile, and machine-learning approaches.
1$\ln$(Living Area) & 0.625 & 0.316 & 0.506 & 0.720 & 0.062 & 1.149 & 0 \\2Bedrooms & $-$0.066 & $-$0.073 & $-$0.020 & 0.035 & $-$0.130 & 0.057 & 19 \\3Bathrooms & 0.204 & 0.052 & 0.149 & 0.199 & 0.019 & 0.285 & 0 \\4Property Age & $-$0.002 & $-$0.015 & $-$0.002 & 0.008 & $-$0.021 & 0.016 & 16 \\5$\ln$(Lot Size) & 0.087 & 0.034 & 0.091 & 0.141 & $-$0.011 & 0.165 & 2 \\6Pool & 0.056 & $-$0.067 & 0.008 & 0.110 & $-$0.140 & 0.313 & 22 \\7Garage & 0.095 & 0.029 & 0.071 & 0.139 & $-$0.005 & 0.232 & 2 \\8Central Air & 0.066 & $-$0.042 & 0.090 & 0.225 & $-$0.259 & 0.309 & 10 \\9Hardwood Floors & 0.100 & 0.016 & 0.075 & 0.163 & $-$0.054 & 0.280 & 2 \\10Luxury Score & 0.008 & $-$0.052 & 0.009 & 0.055 & $-$0.097 & 0.115 & 22 \\11Foreclosure & $-$0.378 & $-$0.539 & $-$0.344 & $-$0.131 & $-$0.660 & 0.000 & 3 \\12Condo & $-$0.120 & $-$0.406 & $-$0.114 & 0.054 & $-$0.932 & 0.589 & 10 \\13HOA & $-$0.006 & $-$0.151 & $-$0.020 & 0.074 & $-$0.482 & 0.253 & 2314