spb/wp3_uqo Public
UQO Working Paper No. 3 — Hedonic housing price models for the US: parametric, quantile, and machine-learning approaches.
TeX 77.8%
Python 22.1%
1variable,beta_010,beta_090,difference,z_stat,significant_5pct2ln_sqft,0.35790604655562674,0.25124064331976115,0.1066654032358656,9.523903002291814,True3bedrooms,-0.08509454138379624,-0.034109420294328174,-0.050985121089468066,-5.952703196706474,True4bathrooms,0.15664322672346032,0.25928991503769794,-0.10264668831423762,-10.479274246632242,True5age,-0.4300734891044158,-0.025484597728791414,-0.40458889137562437,-7.8914083434103945,True6age_sq,0.04795531448411339,0.037677669962704385,0.010277644521409002,1.3986940652791868,False7ln_lot,0.04514788731722774,0.08595968701297352,-0.040811799695745776,-9.492067306312144,True8has_pool,0.007618423137671471,0.09431528870845796,-0.08669686557078649,-7.800515479396527,True9has_garage,0.2053782963639037,0.020382505062571,0.1849957913013327,28.91856779366193,True10luxury_score,0.017959966439434538,0.07189800507285327,-0.05393803863341873,-6.824197492223778,True11tag_foreclosure,-0.49355434150106703,-0.3383248078930592,-0.15522953360800784,-4.179376201356296,True12on_waterfront,-0.0999201633494522,-0.32230770918795315,0.22238754583850096,1.859780923597348,False13region_Northeast,0.33867926474317755,0.602684380188748,-0.2640051154455705,-21.427901680593553,True14region_West,0.36468702598631353,0.4503481148149149,-0.08566108882860135,-6.256099295659817,True15