spb/wp3_uqo

1Average school rating & 93.0 & state median \\2School count & 93.0 & state median (= 3 in every state) \\3Nearest-school distance & 93.0 & state median \\4Transit Score & 70.2 & set to 0 \\5HOA fee ($\ln$ HOA) & 62.7 & set to 0 \\6Garage indicator & 32.8 & set to False \\7Roof, construction, foundation type & 31.2 & 'Unknown' category \\8Flooring (hardwood dummy) & 29.8 & dummy set to False \\9Stories & 25.6 & set to 1 \\10Parking spaces & 24.3 & set to 0 \\11Year built (age, age$^2$, interactions) & 18.9 & state median year built \\12Lot size ($\ln$ lot) & 15.7 & state median in lot\_size\_sqft; ln(lot) coded 0 \\13Cooling type (central-air dummy) & 11.4 & dummy set to False \\14Heating type (forced-air dummy) & 8.3 & dummy set to False \\15Bike Score & 6.0 & state median \\16Walk Score & 3.1 & state median17