The aim of this paper is to compare various real estate valuation models and the manner in
which they take into account environmental variables. The reference model is taken to be a
standard linear regression model including ordinal variables to measure environmental
quality. This type of model is widely used. It is first compared with linear models which
incorporate environmental quality notes extracted from the urban habitat database of a ...