HousePrices {AER} | R Documentation |
Sales prices of houses sold in the city of Windsor, Canada, during July, August and September, 1987.
data("HousePrices")
A data frame containing 546 observations on 12 variables.
Journal of Applied Econometrics Data Archive.
http://www.econ.queensu.ca/jae/1996-v11.6/anglin-gencay/
Anglin, P., and Gencay, R. (1996). Semiparametric Estimation of a Hedonic Price Function. Journal of Applied Econometrics, 11, 633–648.
Verbeek, M. (2004). A Guide to Modern Econometrics, 2nd ed. Chichester, UK: John Wiley.
data("HousePrices") ### Anglin + Gencay (1996), Table II fm_ag <- lm(log(price) ~ driveway + recreation + fullbase + gasheat + aircon + garage + prefer + log(lotsize) + log(bedrooms) + log(bathrooms) + log(stories), data = HousePrices) ### Anglin + Gencay (1996), Table III fm_ag2 <- lm(log(price) ~ driveway + recreation + fullbase + gasheat + aircon + garage + prefer + log(lotsize) + bedrooms + bathrooms + stories, data = HousePrices) ### Verbeek (2004), Table 3.1 fm <- lm(log(price) ~ log(lotsize) + bedrooms + bathrooms + aircon, data = HousePrices) summary(fm) ### Verbeek (2004), Table 3.2 fm_ext <- lm(log(price) ~ . - lotsize + log(lotsize), data = HousePrices) summary(fm_ext) ### Verbeek (2004), Table 3.3 fm_lin <- lm(price ~ . , data = HousePrices) summary(fm_lin)