UQO Working Paper No. 3 — Hedonic housing price models for the US: parametric, quantile, and machine-learning approaches.
1Published: $\ln(\text{lot}) = 0$ if missing or zero & 788,842 & 0.634 & 0.018 & (0.0003) & 0.628 & --- \\2Recoded: log of state-median lot if missing or zero & 788,842 & 0.648 & 0.095 & (0.0007) & 0.596 & --- \\3Recoded + missing-lot indicator & 788,842 & 0.648 & 0.095 & (0.0007) & 0.597 & $-$0.022 \\4Complete cases (lot reported, positive) & 658,785 & 0.660 & 0.095 & (0.0007) & 0.546 & --- \\5Recoded, lot winsorised at p99.5 & 788,842 & 0.647 & 0.096 & (0.0007) & 0.595 & ---6