Estimating Housing Demand with an Application to Explaining Racial Segregation in Cities
38 Pages Posted: 5 Aug 2003 Last revised: 9 May 2015
Date Written: August 2003
We present a three-stage estimation procedure to recover willingness to pay for housing attributes. In the first stage, we estimate a non-parametric hedonic home price function. Second, we recover each consumer's taste parameters for product characteristics using first order conditions for utility maximization. Finally, we estimate the distribution of household tastes as a function of household demographics. As an application of our methods, we compare alternative explanations for why blacks choose to live in center cities while whites suburbanize.
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