Description Usage Format Source
A dataset that contains entries that shows median housing values for Boston.
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A data frame with 506 rows and 14 columns:
crimper capita crime rate by town
znproportion of residential land zoned for lots over 25,000 sq.ft
indusproportion of non-retail business acres per town
chasCharles River dummy variable (= 1 if tract bounds river; 0 otherwise)
noxnitrogen oxides concentration (parts per 10 million)
rmaverage number of rooms per dwelling
ageproportion of owner-occupied units built prior to 1940
disweighted mean of distances to five Boston employment centres
radindex of accessibility to radial highways
taxfull-value property-tax rate per \$10,000
ptratiopupil-teacher ratio by town
black1000(Bk - 0.63)^2 where Bk is the proportion of blacks by town
lstatlower status of the population (percent)
medvtarget variable, median value of owner-occupied homes in \$1000s
library(MASS)
Harrison, D. and Rubinfeld, D.L. (1978) Hedonic prices and the demand for clean air. J. Environ. Economics and Management 5, 81 - 102
Belsley D.A., Kuh, E. and Welsch, R.E. (1980) Regression Diagnostics. Identifying Influential Data and Sources of Collinearity. New York: Wiley.
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