Estimating Housing Demand with an Application to Explaining Racial Segregation in Cities
AbstractWe 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.
Download InfoIf you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.
Bibliographic InfoPaper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 9891.
Date of creation: Aug 2003
Date of revision:
Publication status: published as Bajari, Patrick and Matthew E. Kahn. "Estimating Housing Demand With An Application To Explaining Racial Segregation In Cities," Journal of Business and Economic Statistics, 2005, v23(1,Jan), 20-33.
Contact details of provider:
Postal: National Bureau of Economic Research, 1050 Massachusetts Avenue Cambridge, MA 02138, U.S.A.
Web page: http://www.nber.org
More information through EDIRC
Other versions of this item:
- Patrick Bajari & Matthew E. Kahn, 2005. "Estimating Housing Demand With an Application to Explaining Racial Segregation in Cities," Journal of Business & Economic Statistics, American Statistical Association, vol. 23, pages 20-33, January.
- Patrick Bajari & Matthew E. Kahn, 2002. "Estimating Housing Demand with an Application to Explaining Racial Segregation in Cities," Working Papers 02011, Stanford University, Department of Economics.
- R0 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General
- C5 - Mathematical and Quantitative Methods - - Econometric Modeling
This paper has been announced in the following NEP Reports:
- NEP-ALL-2004-07-18 (All new papers)
- NEP-GEO-2004-07-18 (Economic Geography)
- NEP-URE-2004-07-18 (Urban & Real Estate Economics)
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
- 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.
- 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.
- Berry, Steven & Levinsohn, James & Pakes, Ariel, 1995. "Automobile Prices in Market Equilibrium," Econometrica, Econometric Society, vol. 63(4), pages 841-90, July.
- 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.
- 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.
- Costa, Dora L., 1998.
"The Evolution of Retirement,"
National Bureau of Economic Research Books,
University of Chicago Press,
edition 1, number 9780226116082.
- 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.
- Manski, Charles F, 1993.
"Identification of Endogenous Social Effects: The Reflection Problem,"
Review of Economic Studies,
Wiley Blackwell, vol. 60(3), pages 531-42, July.
- Manski, C.F., 1991. "Identification of Endogenous Social Effects: the Reflection Problem," Working papers 9127, Wisconsin Madison - Social Systems.
- 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.
- Edward L. Glaeser & Matthew E. Kahn, 2001. "Decentralized Employment and the Transformation of the American City," Harvard Institute of Economic Research Working Papers 1912, Harvard - Institute of Economic Research.
- 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.
- Edward L. Glaeser & Matthew E. Kahn & Jordan Rappaport, 2000. "Why Do The Poor Live In Cities?," Harvard Institute of Economic Research Working Papers 1891, Harvard - Institute of Economic Research.
- 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.
- Munnell, Alicia H. & Geoffrey M. B. Tootell & Lynn E. Browne & James McEneaney, 1996.
"Mortgage Lending in Boston: Interpreting HMDA Data,"
American Economic Review,
American Economic Association, vol. 86(1), pages 25-53, March.
- Alicia H. Munnell, 1992. "Mortgage lending in Boston: interpreting HMDA data," Working Papers 92-7, Federal Reserve Bank of Boston.
- 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.
- 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.
- 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.
- 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.
- 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.
- Rauch James E., 1993. "Productivity Gains from Geographic Concentration of Human Capital: Evidence from the Cities," Journal of Urban Economics, Elsevier, vol. 34(3), pages 380-400, November.
- 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.
- Mas-Colell, Andreu, 1977. "The Recoverability of Consumers' Preferences from Market Demand Behavior," Econometrica, Econometric Society, vol. 45(6), pages 1409-30, September.
- 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.
- James J. Heckman, 1998. "Detecting Discrimination," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 101-116, Spring.
- 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.
- 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..
- 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.
Blog mentionsAs found by EconAcademics.org, the blog aggregator for Economics research:
- Amazon Fresh and the Rise of the Consumer City
by Matthew Kahn in Environmental and Urban Economics on 2013-07-31 02:37:00
This item has more than 25 citations. To prevent cluttering this page, these citations are listed on a separate page. reading list or among the top items on IDEAS.Access and download statisticsgeneral information about how to correct material in RePEc.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: ().
If references are entirely missing, you can add them using this form.