We examine the effect of a rent subsidy program, Rent Assistance, on t
he demand for rental housing in The Netherlands. The RA program lowers
the marginal price of housing services if households consume more tha
n a minimal amount. To estimate the effect of the program we develop a
structural model of housing demand that takes account of the partial
take-up of the subsidy. We estimate a reduced form that is compatible
with the structural model and we test the restrictions that the struct
ural model imposes on the reduced form. These restrictions are not rej
ected if we allow for application costs. We use the model to decompose
the observed difference in housing demand into income, price and pref
erence heterogeneity effects, to examine the effect of application cos
ts and to study the total effect of RA on housing demand. (C) 1997 Els
evier Science S.A.