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IPAG (version 0.1.0)

Housing: Hedonic housing prices and environmental quality

Description

Dataset from Harrison Jr, D., & Rubinfeld, D. L. (1978), "Hedonic housing prices and the demand for clean air", Journal of Environmental Economics and Management, 5(1), 81–102.

Usage

data(Housing)

Arguments

Format

A data frame with the following variables:

CRIM

Per capita crime rate by town.

ZN

Proportion of residential land zoned for lots over 25,000 square feet.

INDUS

Proportion of non-retail business acres per town.

CHAS

Charles River dummy variable: 1 if the tract bounds the river, 0 otherwise.

NOX

Nitric oxides concentration (parts per 10 million).

RM

Average number of rooms per dwelling.

AGE

Proportion of owner-occupied units built prior to 1940.

DIS

Weighted distances to five Boston employment centres.

RAD

Index of accessibility to radial highways.

TAX

Full-value property tax rate per $10,000.

PTRATIO

Pupil–teacher ratio by town.

B

Computed as \(1000(B_k - 0.63)^2\), where \(B_k\) is the proportion of Black residents by town.

LSTAT

Percentage of lower-status population.

MEDV

Median value of owner-occupied homes in thousands of US dollars.

Details

The dataset is a cross-section of housing values in Boston suburbs and is widely used to study hedonic pricing models and the demand for environmental quality.