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A Dynamic Model of Housing Demand: Estimation and Policy Implications

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

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.

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Paper provided by C.E.P.R. Discussion Papers in its series CEPR Discussion Papers with number 7911.

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Date of creation: Jul 2010
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Handle: RePEc:cpr:ceprdp:7911
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  1. Patrick Bajari & C. Lanier Benkard & Jonathan Levin, 2004. "Estimating Dynamic Models of Imperfect Competition," NBER Working Papers 10450, National Bureau of Economic Research, Inc.
  2. 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.
  3. Stephen Ryan, 2006. "The Costs of Environmental Regulation in a Concentrated Industry," 2006 Meeting Papers 9, Society for Economic Dynamics.
  4. Karsten Jeske & Dirk Krueger & Kurt Mitman, 2011. "Housing and the Macroeconomy: The Role of Bailout Guarantees for Government Sponsored Enterprises," PIER Working Paper Archive 11-034, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  5. 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.
  6. Karl E. Case & John M. Quigley & Robert J. Shiller, 2001. "Comparing Wealth Effects: The Stock Market versus the Housing Market," Cowles Foundation Discussion Papers 1335, Cowles Foundation for Research in Economics, Yale University.
  7. Antonia Díaz & Maria J. Luengo-Prado, 2006. "On The User Cost and Homeownership," Working Papers 2006-14, FEDEA.
  8. Ortalo-Magné, François & Rady, Sven, 2001. "Housing Market Dynamics: On the Contribution of Income Shocks and Credit Constraints," CEPR Discussion Papers 3015, C.E.P.R. Discussion Papers.
  9. Orazio P. Attanasio, 2000. "Consumer Durables and Inertial Behaviour: Estimation and Aggregation of (S, s) Rules for Automobile Purchases," Review of Economic Studies, Oxford University Press, vol. 67(4), pages 667-696.
  10. Monika Piazzesi & Martin Schneider & Selale Tuzel, 2004. "Housing, Consumption and Asset Pricing," 2004 Meeting Papers 357c, Society for Economic Dynamics.
  11. Matthew Chambers & Carlos Garriga & Don E. Schlagenhauf, 2008. "The tax treatment of homeowners and landlords and the progressivity of income taxation," FRB Atlanta Working Paper 2008-06, Federal Reserve Bank of Atlanta.
  12. Matt Chambers & Carlos Garriga & Don Schlagenhauf, 2009. "The Loan Structure and Housing Tenure Decisions in an Equilibrium Model of Mortgage Choice," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 12(3), pages 444-468, July.
  13. Thomas Hintermaier & Winfried Koeniger, 2016. "Debt Portfolios and Homestead Exemptions," American Economic Journal: Macroeconomics, American Economic Association, vol. 8(4), pages 103-41, October.
  14. 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.
  15. Maria J. Luengo-Prado, 2004. "Durables, Nondurables, Down Payments and Consumption Excesses," Macroeconomics 0408006, EconWPA.
  16. Yoshiro Miwa & Matthew Chambers & Carlos Garriga & Don E. Schlagenhauf, 2004. "Accounting for Changes in the Homeownership Rate," CIRJE F-Series CIRJE-F-312, CIRJE, Faculty of Economics, University of Tokyo.
  17. Kiyotaki, Nobuhiro & Michaelides, Alexander & Nikolov, Kalin, 2010. "Winners and Losers in Housing Markets," CEPR Discussion Papers 7953, C.E.P.R. Discussion Papers.
  18. John Y. Campbell & João F. Cocco, 2005. "How Do House Prices Affect Consumption? Evidence From Micro Data," NBER Working Papers 11534, National Bureau of Economic Research, Inc.
  19. 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.
  20. 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.
  21. 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.
  22. Mankiw, N. Gregory, 1982. "Hall's consumption hypothesis and durable goods," Journal of Monetary Economics, Elsevier, vol. 10(3), pages 417-425.
  23. Díaz, Antonia & Luengo Prado, Maria José, 2006. "The wealth distribution with durable goods," UC3M Working papers. Economics we067027, Universidad Carlos III de Madrid. Departamento de Economía.
  24. Andrew Sweeting, 2007. "Dynamic Product Repositioning in Differentiated Product Markets: The Case of Format Switching in the Commercial Radio Industry," NBER Working Papers 13522, National Bureau of Economic Research, Inc.
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