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

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  • Patrick Bajari
  • Matthew E. Kahn

Abstract

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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Bibliographic Info

Paper provided by Stanford University, Department of Economics in its series Working Papers with number 02011.

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Date of creation: Aug 2002
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Handle: RePEc:wop:stanec:02011

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  1. Duca, John V. & Rosenthal, Stuart S., 1994. "Borrowing constraints and access to owner-occupied housing," Regional Science and Urban Economics, Elsevier, vol. 24(3), pages 301-322, June.
  2. Palmquist, Raymond B, 1984. "Estimating the Demand for the Characteristics of Housing," The Review of Economics and Statistics, MIT Press, vol. 66(3), pages 394-404, August.
  3. David M. Cutler & Edward L. Glaeser & Jacob L. Vigdor, 1997. "The Rise and Decline of the American Ghetto," NBER Working Papers 5881, National Bureau of Economic Research, Inc.
  4. Cheshire, Paul & Sheppard, Stephen, 1998. "Estimating the Demand for Housing, Land, and Neighbourhood Characteristics," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 60(3), pages 357-82, August.
  5. James E. Rauch, 1991. "Productivity Gains From Geographic Concentration of human Capital: Evidence From the Cities," NBER Working Papers 3905, National Bureau of Economic Research, Inc.
  6. Dora L. Costa, 1998. "The Evolution of Retirement," NBER Chapters, in: The Evolution of Retirement: An American Economic History, 1880-1990, pages 6-31 National Bureau of Economic Research, Inc.
  7. Cutler, David M & Glaeser, Edward L, 1997. "Are Ghettos Good or Bad?," The Quarterly Journal of Economics, MIT Press, vol. 112(3), pages 827-72, August.
  8. Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-90, July.
  9. Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer.
  10. 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.
  11. Alicia H. Munnell, 1992. "Mortgage lending in Boston: interpreting HMDA data," Working Papers 92-7, Federal Reserve Bank of Boston.
  12. Edward L. Glaeser & Matthew E. Kahn, 2001. "Decentralized Employment and the Transformation of the American City," NBER Working Papers 8117, National Bureau of Economic Research, Inc.
  13. Mas-Colell, Andreu, 1977. "The Recoverability of Consumers' Preferences from Market Demand Behavior," Econometrica, Econometric Society, vol. 45(6), pages 1409-30, September.
  14. Coulson, N Edward & Bond, Eric W, 1990. "A Hedonic Approach to Residential Succession," The Review of Economics and Statistics, MIT Press, vol. 72(3), pages 433-44, August.
  15. Amil Petrin, 2002. "Quantifying the Benefits of New Products: The Case of the Minivan," Journal of Political Economy, University of Chicago Press, vol. 110(4), pages 705-729, August.
  16. James J. Heckman, 1998. "Detecting Discrimination," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 101-116, Spring.
  17. Edward L. Glaeser & Matthew E. Kahn & Jordan Rappaport, 2000. "Why Do the Poor Live in Cities?," NBER Working Papers 7636, National Bureau of Economic Research, Inc.
  18. Manski, C.F., 1991. "Identification of Endogenous Social Effects: the Reflection Problem," Working papers 9127, Wisconsin Madison - Social Systems.
  19. Dennis Epple & Holger Sieg, 1999. "Estimating Equilibrium Models of Local Jurisdictions," Journal of Political Economy, University of Chicago Press, vol. 107(4), pages 645-681, August.
  20. Rosen, Sherwin, 1974. "Hedonic Prices and Implicit Markets: Product Differentiation in Pure Competition," Journal of Political Economy, University of Chicago Press, vol. 82(1), pages 34-55, Jan.-Feb..
  21. 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.
  22. 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.
  23. Gyourko, Joseph & Tracy, Joseph, 1991. "The Structure of Local Public Finance and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 99(4), pages 774-806, August.
  24. Denise DiPasquale & Matthew E. Kahn, 1999. "Measuring Neighborhood Investments: An Examination of Community Choice," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 27(3), pages 389-424.
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  1. Amazon Fresh and the Rise of the Consumer City
    by Matthew Kahn in Environmental and Urban Economics on 2013-07-31 02:37:00
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