UQO Working Paper No. 3 — Hedonic housing price models for the US: parametric, quantile, and machine-learning approaches.
1UT & 6,656 & 0.770 & 0.730 & +0.003 & 16.8 \\2VA & 15,831 & 0.764 & 0.724 & $-$0.095 & 21.4 \\3NE & 3,969 & 0.754 & 0.741 & +0.029 & 16.2 \\4KS & 6,009 & 0.754 & 0.721 & +0.044 & 21.4 \\5NV & 10,786 & 0.751 & 0.774 & $-$0.119 & 18.0 \\6AZ & 23,980 & 0.738 & 0.718 & +0.113 & 22.2 \\7ID & 4,537 & 0.738 & 0.685 & +0.005 & 18.0 \\8MO & 14,833 & 0.738 & 0.726 & +0.066 & 19.2 \\9GA & 32,035 & 0.726 & 0.688 & +0.014 & 18.8 \\10OH & 19,486 & 0.712 & 0.706 & $-$0.063 & 20.2 \\11WI & 9,148 & 0.705 & 0.639 & +0.002 & 19.1 \\12IN & 14,367 & 0.702 & 0.685 & +0.048 & 17.7 \\13RI & 1,056 & 0.701 & 0.665 & $-$0.156 & 19.2 \\14MN & 8,723 & 0.698 & 0.676 & $-$0.036 & 21.5 \\15MI & 19,258 & 0.693 & 0.666 & +0.032 & 23.5 \\16MD & 9,706 & 0.692 & 0.741 & +0.106 & 24.8 \\17AR & 10,866 & 0.687 & 0.670 & +0.123 & 20.3 \\18MA & 5,438 & 0.687 & 0.623 & $-$0.154 & 25.2 \\19DC & 1,414 & 0.684 & 0.724 & $-$0.111 & 23.2 \\20ND & 1,344 & 0.682 & 0.658 & +0.029 & 20.8 \\21SD & 2,070 & 0.680 & 0.646 & +0.019 & 19.0 \\22TX & 101,804 & 0.679 & 0.613 & +0.090 & 22.5 \\23KY & 10,766 & 0.678 & 0.671 & $-$0.076 & 18.6 \\24OR & 9,524 & 0.677 & 0.664 & $-$0.063 & 19.3 \\25TN & 24,658 & 0.675 & 0.662 & $-$0.140 & 21.8 \\26CO & 17,566 & 0.653 & 0.634 & $-$0.021 & 22.5 \\27IA & 8,287 & 0.647 & 0.656 & $-$0.109 & 22.6 \\28SC & 20,396 & 0.646 & 0.611 & +0.012 & 21.4 \\29MT & 3,974 & 0.640 & 0.603 & $-$0.028 & 25.2 \\30MS & 6,799 & 0.620 & 0.545 & +0.145 & 22.0 \\31OK & 12,319 & 0.609 & 0.645 & +0.253 & 28.4 \\32IL & 19,274 & 0.608 & 0.623 & $-$0.044 & 30.2 \\33NH & 2,390 & 0.598 & 0.609 & $-$0.117 & 21.6 \\34NY & 25,095 & 0.595 & 0.519 & $-$0.177 & 40.6 \\35AL & 16,966 & 0.594 & 0.587 & +0.182 & 28.2 \\36AK & 814 & 0.575 & 0.592 & $-$0.004 & 25.3 \\37CT & 4,232 & 0.565 & 0.586 & $-$0.292 & 27.1 \\38WY & 1,660 & 0.564 & 0.524 & +0.207 & 39.9 \\39NC & 29,315 & 0.563 & 0.558 & $-$0.232 & 22.9 \\40DE & 2,011 & 0.542 & 0.447 & $-$0.116 & 19.7 \\41NM & 4,726 & 0.531 & 0.498 & +0.294 & 35.8 \\42ME & 3,345 & 0.521 & 0.496 & +0.033 & 29.8 \\43NJ & 7,374 & 0.521 & 0.626 & $-$0.250 & 26.2 \\44VT & 1,754 & 0.443 & 0.350 & $-$0.311 & 31.9 \\45FL & 133,620 & 0.437 & 0.512 & $-$0.356 & 31.4 \\46WA & 11,968 & 0.417 & 0.494 & $-$0.282 & 25.6 \\47PA & 15,289 & 0.353 & 0.496 & +0.456 & 53.4 \\48WV & 3,229 & 0.277 & 0.295 & +0.481 & 46.6 \\49LA & 15,000 & 0.248 & 0.357 & +0.421 & 42.7 \\50HI & 5,023 & 0.095 & 0.212 & $-$0.503 & 43.8 \\51CA & 48,152 & $-$0.016 & 0.240 & $-$0.537 & 40.652