Hedonic Prices of Census Tracts in Boston
number of observations : 506
observation : regional
country : United States
A dataframe containing :
median value of owner–occupied homes
proportion of 25,000 square feet residential lots
proportion of nonretail business acres
is the tract bounds the Charles River ?
annual average nitrogen oxide concentration in parts per hundred million
average number of rooms
proportion of owner units built prior to 1940
weighted distances to five employment centers in the Boston area
index of accessibility to radial highways
full value property tax rate (\$/\$10,000)
proportion of blacks in the population
proportion of population that is lower status
Harrison, D. and D.L. Rubinfeld (1978) “Hedonic housing prices and the demand for clean air”, Journal of Environmental Economics Ans Management, 5, 81–102.
Belsley, D.A., E. Kuh and R. E. Welsch (1980) Regression diagnostics: identifying influential data and sources of collinearity, John Wiley, New–York.
Baltagi, Badi H. (2003) Econometric analysis of panel data, John Wiley and sons, http://www.wiley.com/legacy/wileychi/baltagi/.
Dataset imported from https://www.r-project.org.