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Estimating Housing Demand With an Application to Explaining Racial Segregation in Cities

  • Patrick Bajari
  • Matthew E. Kahn

August 2002 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. Working Papers Index

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Article provided by American Statistical Association in its journal Journal of Business and Economic Statistics.

Volume (Year): 23 (2005)
Issue (Month): (January)
Pages: 20-33

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Handle: RePEc:bes:jnlbes:v:23:y:2005:p:20-33
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  9. Collins, William J. & Margo, Robert A., 2000. "Residential segregation and socioeconomic outcomes: When did ghettos go bad?," Economics Letters, Elsevier, vol. 69(2), pages 239-243, November.
  10. David M. Cutler & Edward L. Glaeser, 1995. "Are Ghettos Good or Bad?," NBER Working Papers 5163, National Bureau of Economic Research, Inc.
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  18. Epple, Dennis, 1987. "Hedonic Prices and Implicit Markets: Estimating Demand and Supply Functions for Differentiated Products," Journal of Political Economy, University of Chicago Press, vol. 95(1), pages 59-80, February.
  19. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-90, July.
  20. McCulloch, Robert E. & Polson, Nicholas G. & Rossi, Peter E., 2000. "A Bayesian analysis of the multinomial probit model with fully identified parameters," Journal of Econometrics, Elsevier, vol. 99(1), pages 173-193, November.
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