Advanced Search
MyIDEAS: Login

A Dynamic Model of Housing Demand: Estimation and Policy Implications

Contents:

Author Info

  • Patrick Bajari
  • Phoebe Chan
  • Dirk Krueger
  • Daniel Miller

Abstract

Using data from the Panel Study of Income Dynamics (PSID) we specify, estimate and simulate a dynamic structural model of housing demand. Our model generalizes previous applied econometric work by incorporating realistic features of the housing market including non-convex adjustment costs from buying and selling a home, credit constraints from minimum downpayment requirements and uncertainty about the evolution of incomes and home prices. We argue that these features are critical for capturing salient features of housing demand observed in the PSID. After estimating the model we use it to simulate how consumer behavior responds to house price and income declines as well as tightening credit. These experiments are motivated by the U.S. recession starting in December of 2007 that saw large falls in home prices, large negative income shocks for many households and tightening credit standards. In the short run, relatively few households adjust their housing stock. Households respond instead by reducing non-housing consumption and reducing wealth because they wish to avoid losing their home and the associated adjustment costs. Households that adjust in the short run are those hit with a series of bad shocks, such as a negative income shock and a home price decline. A larger proportion of households do adjust their consumption in the long run, increasing their housing stock since housing is less expensive. However, such changes may occur several years after the shocks listed above.

Download Info

If 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.
File URL: http://www.nber.org/papers/w15955.pdf
Download Restriction: no

Bibliographic Info

Paper provided by National Bureau of Economic Research, Inc in its series NBER Working Papers with number 15955.

as in new window
Length:
Date of creation: Apr 2010
Date of revision:
Publication status: published as Patrick Bajari & Phoebe Chan & Dirk Krueger & Daniel Miller, 2013. "A Dynamic Model Of Housing Demand: Estimation And Policy Implications," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54(2), pages 409-442, 05.
Handle: RePEc:nbr:nberwo:15955

Note: EFG IO PE
Contact details of provider:
Postal: National Bureau of Economic Research, 1050 Massachusetts Avenue Cambridge, MA 02138, U.S.A.
Phone: 617-868-3900
Email:
Web page: http://www.nber.org
More information through EDIRC

Related research

Keywords:

Other versions of this item:

Find related papers by JEL classification:

This paper has been announced in the following NEP Reports:

References

References listed on IDEAS
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.:
as in new window
  1. Campbell, John Y. & Cocco, Joao F., 2007. "How do house prices affect consumption? Evidence from micro data," Journal of Monetary Economics, Elsevier, vol. 54(3), pages 591-621, April.
  2. Antonia Díaz & Maria Jose Luengo-Prado, 2006. "The Wealth Distribution With Durable Goods," Economics Working Papers we067027, Universidad Carlos III, Departamento de Economía.
  3. Case, Karl E. & Quigley, John M. & Shiller, Robert J., 2005. "Comparing Wealth Effects: The Stock Market versus the Housing Market," Berkeley Program on Housing and Urban Policy, Working Paper Series qt28d3s92s, Berkeley Program on Housing and Urban Policy.
  4. Mankiw, N. Gregory, 1982. "Hall's consumption hypothesis and durable goods," Journal of Monetary Economics, Elsevier, vol. 10(3), pages 417-425.
  5. Antonia Diaz & Maria J. Luengo-Prado, 2006. "On The User Cost And Homeownership," Economics Working Papers we065421, Universidad Carlos III, Departamento de Economía.
  6. Maria J. Luengo-Prado, 2004. "Durables, Nondurables, Down Payments and Consumption Excesses," Macroeconomics 0408006, EconWPA.
  7. Stephen Ryan, 2005. "The Costs of Environmental Regulation in a Concentrated Industry," Working Papers 0510, Massachusetts Institute of Technology, Center for Energy and Environmental Policy Research.
  8. Hintermaier, Thomas & Koeniger, Winfried, 2011. "Debt Portfolios," CEPR Discussion Papers 8359, C.E.P.R. Discussion Papers.
  9. Wenli Li & Rui Yao, 2007. "The Life-Cycle Effects of House Price Changes," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 39(6), pages 1375-1409, 09.
  10. Matthew Chambers & Carlos Garriga & Don E. Schlagenhauf, 2007. "Accounting for changes in the homeownership rate," Working Paper 2007-21, Federal Reserve Bank of Atlanta.
  11. Nobuhiro Kiyotaki & Alexander Michaelides & Kalin Nikolov, 2011. "Winners and Losers in Housing Markets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 43, pages 255-296, 03.
  12. Patrick Bajari & C. Lanier Benkard & Jonathan Levin, 2007. "Estimating Dynamic Models of Imperfect Competition," Econometrica, Econometric Society, vol. 75(5), pages 1331-1370, 09.
  13. Karsten Jeske & Dirk Krueger & Kurt Mitman, 2011. "Housing and the Macroeconomy: The Role of Bailout Guarantees for Government Sponsored Enterprises," NBER Working Papers 17537, National Bureau of Economic Research, Inc.
  14. Matthew Chambers & Carlos Garriga & Don Schlagenhauf, 2009. "The loan structure and housing tenure decisions in an equilibrium model of mortgage choice," Working Papers 2008-024, Federal Reserve Bank of St. Louis.
  15. Monika Piazzesi & Martin Schneider & Selale Tuzel, 2004. "Housing, Consumption and Asset Pricing," 2004 Meeting Papers 357c, Society for Economic Dynamics.
  16. Hurst, Erik & Stafford, Frank, 2004. "Home Is Where the Equity Is: Mortgage Refinancing and Household Consumption," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 36(6), pages 985-1014, December.
  17. Iacoviello, Matteo & Pavan, Marina, 2013. "Housing and debt over the life cycle and over the business cycle," Journal of Monetary Economics, Elsevier, vol. 60(2), pages 221-238.
  18. Fang Yang, 2009. "Consumption over the Life Cycle: How Different is Housing?," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 12(3), pages 423-443, July.
  19. John D. Benjamin & Peter Chinloy & G. Donald Jud, 2004. "Real Estate Versus Financial Wealth in Consumption," The Journal of Real Estate Finance and Economics, Springer, vol. 29(3), pages 341-354, November.
  20. Attanasio, Orazio P, 2000. "Consumer Durables and Inertial Behaviour: Estimation and Aggregation of (S, s) Rules for Automobile Purchases," Review of Economic Studies, Wiley Blackwell, vol. 67(4), pages 667-96, October.
  21. Rust, John, 1987. "Optimal Replacement of GMC Bus Engines: An Empirical Model of Harold Zurcher," Econometrica, Econometric Society, vol. 55(5), pages 999-1033, September.
  22. Fran�ois Ortalo-Magné & Sven Rady, 2006. "Housing Market Dynamics: On the Contribution of Income Shocks and Credit Constraints ," Review of Economic Studies, Oxford University Press, vol. 73(2), pages 459-485.
Full references (including those not matched with items on IDEAS)

Citations

Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
as in new window

Cited by:
  1. Olympia Bover, 2010. "Housing purchases and the dynamics of housing wealth," Banco de Espa�a Working Papers 1036, Banco de Espa�a.
  2. Joseph Vavra & David Berger, 2012. "Consumption Dynamics During the Great Recession," 2012 Meeting Papers 109, Society for Economic Dynamics.
  3. Christoph Görtz & Afrasiab Mirza, 2014. "On the Applicability of Global Approximation Methods for Models with Jump Discontinuities in Policy Functions," CESifo Working Paper Series 4837, CESifo Group Munich.
  4. Winfried Koeniger & Thomas Hintermaier, 2012. "Collateral constraints and macroeconomic volatility," 2012 Meeting Papers 390, Society for Economic Dynamics.
  5. Hillebrand, Marten & Kikuchi, Tomoo, 2012. "A mechanism for booms and busts in housing prices," Working Paper Series in Economics 40, Karlsruhe Institute of Technology (KIT), Department of Economics and Business Engineering.
  6. Jesus Fernandez-Villaverde & Dirk Krueger, 2004. "Consumption and Saving over the Life Cycle: How Important are Consumer Durables?," 2004 Meeting Papers 357b, Society for Economic Dynamics.
  7. Giulio Fella, 2014. "A generalized endogenous grid method for non-smooth and non-concave problems," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 17(2), pages 329-344, April.
  8. Giulio Fella, 2011. "A generalized endogenous grid method for non-concave problems," 2011 Meeting Papers 1232, Society for Economic Dynamics.
  9. Yanbin Chen & Fangxing Li & Zhesheng Qiu, 2013. "Housing and Saving with Finance Imperfection," Annals of Economics and Finance, Society for AEF, vol. 14(1), pages 207-248, May.
  10. A. Talha Yalta, 2011. "A Model of Down Payment Saving," Working Papers 1101, TOBB University of Economics and Technology, Department of Economics.
  11. Wenli Li & Haiyong Liu & Rui Yao, 2009. "Housing over time and over the life cycle: a structural estimation," Working Papers 09-7, Federal Reserve Bank of Philadelphia.
  12. Tim Landvoigt, 2010. "Housing Demand during the Boom: The Role of Expectations and Credit Constraints," 2010 Meeting Papers 1022, Society for Economic Dynamics.
  13. Dominik Menno & Tommaso Oliviero, 2013. "Financial Intermediation, House Prices, and the Distributive Effects of the U.S. Great Recession," Economics Working Papers ECO2013/05, European University Institute.
  14. Honglin Wang & Fan Yu & Yinggang Zhou, 2013. "Rental Rates under Housing Price Uncertainty: A Real Options Approach," Working Papers 242013, Hong Kong Institute for Monetary Research.
  15. Marsha J. Courchane & Cynthia Holmes, 2014. "Bubble, Bubble ¡V Is there House Price Trouble -- in Canada?," International Real Estate Review, Asian Real Estate Society, vol. 17(1), pages 109-135.
  16. Määttänen, Niku & Terviö, Marko, 2010. "Income Distribution and Housing Prices: An Assignment Model Approach," CEPR Discussion Papers 7945, C.E.P.R. Discussion Papers.
  17. Łaszek, Jacek, 2013. "Housing in consumer’s theory," MPRA Paper 52365, University Library of Munich, Germany.

Lists

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

Statistics

Access and download statistics

Corrections

When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:15955. See general 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 you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

If references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link to it, you can help with this form.

If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.