Price Jump Risk in the US Housing Market

  • Robert I. Webb
  • Jian YangEmail author
  • Jin ZhangEmail author


Housing prices, like the prices of other speculative assets, contain a mix of both small and large changes (i.e., jumps). We apply a jump-GARCH model to monthly Case-Shiller housing price indexes of twenty cities in the U.S. during the period January 1991 through December 2011. We document the evidence of large housing price jumps in many cities, during both the financial crisis and non-crisis periods. The housing price jump intensity observed during the whole sample is largely explained by city, state and national-level fundamentals. However, consistent with the development of an asset bubble, there is further evidence of a decoupling between housing price jump intensity and fundamentals during the active or turbulent phase of the U.S. housing market that immediately preceded the onset of the Global Financial Crisis. No evidence of a decoupling from fundamentals is observed during the normal or tranquil phase of the U.S. housing market.


Housing price index Jump intensity Economic fundamentals 

JEL Classifications

R30 C58 



We gratefully acknowledge helpful comments on earlier versions from session participants at the 2013 American Real Estate Society annual meetings and particularly two anonymous referees. An earlier version of this paper was awarded the 2013 American Real Estate Society Best Paper Award in Real Estate Investments.


  1. Abraham, J. M., & Hendershott, P. H. (1996). Bubbles in metropolitan housing market. Journal of Housing Research, 7, 191–207.Google Scholar
  2. Bjursell, J., Wang, G. H. K., & Webb, R. I. (2013). Jumps and trading activities in interest rate futures markets: the response to macroeconomic announcements. Asia Pacific Journal of Financial Studies, 42, 689–723.CrossRefGoogle Scholar
  3. Capozza, D. R., Hendershott, P. H., & Mack, C. (2004). An anatomy of price dynamics in illiquid markets: analysis and evidence from local housing markets. Real Estate Economics, 32, 1–32.CrossRefGoogle Scholar
  4. Case, K. E., & Shiller, R. J. (2003). Is there a bubble in the housing market? Brookings Papers on Economic Activity, 3, 299–342.CrossRefGoogle Scholar
  5. Chan, W. H., & Maheu, J. M. (2002). Conditional jump dynamics in stock market returns. Journal of Business & Economic Statistics, 20, 377–389.CrossRefGoogle Scholar
  6. Chan, W. H., & Young, D. (2006). Jumping hedges: an examination of movements in copper spot and futures markets. Journal of Futures Markets, 26, 169–188.CrossRefGoogle Scholar
  7. Crawford, G., & Fratantoni, M. (2003). Assessing the forecasting performance of regime-switching, ARIMA and GARCH models of house prices. Real Estate Economics, 31, 223–243.CrossRefGoogle Scholar
  8. Dolde, W., & Tirtiroglue, D. (1997). Temporal and spatial information diffusion in real estate pricechanges and variances. Real Estate Economics, 25, 539–565.CrossRefGoogle Scholar
  9. Dolde, W., & Tirtiroglue, D. (2002). Housing price volatility changes and their effects. Real Estate Economics, 30, 41–66.CrossRefGoogle Scholar
  10. Guirguis, H. S., Giannikos, C. I., & Anderson, R. I. (2005). The US housing market: asset pricing forecasts using time-varying coefficients. Journal of Real Estate Finance and Economics, 30, 33–53.CrossRefGoogle Scholar
  11. Han, L. (2010). The effects of price risk on housing demand: empirical evidence from U.S. markets. Review of Financial Studies, 23, 3889–3928.CrossRefGoogle Scholar
  12. Jiang, G. J., Lo, I., & Verdelhan, A. (2011). Information shocks, liquidity shocks, jumps, and price discovery: evidence from the U.S. treasury market. Journal of Financial and Quantitative Analysis, 46, 527–551.CrossRefGoogle Scholar
  13. Jorion, P. (1988). On jump processes in the foreign exchange and stock markets. Review of Financial Studies, 1, 427–445.CrossRefGoogle Scholar
  14. Lamont, O., & Stein, J. C. (1999). Leverage and house-price dynamics inU.S. cities. RAND Journal of Economics, 30, 498–514.CrossRefGoogle Scholar
  15. Miao, H., Ramchander, S., & Simpson, M. W. (2011). Return and volatility transmission in U.S. housing markets. Real Estate Economics, 39, 701–741.CrossRefGoogle Scholar
  16. Miao, H., Ramchander, S., & Zumwalt, J. K. (2014). S&P 500 index-futures price jumps and macroeconomic news. Journal of Futures Markets, 34, 980–1001.CrossRefGoogle Scholar
  17. Miller, P., & Peng, L. (2006). Exploring metropolitan housing price volatility. Journal of Real Estate Finance and Economics, 33, 5–18.CrossRefGoogle Scholar
  18. Poterba, J. M. (1991). House price dynamics: the role of tax policy and demography. Brookings Papers on Economic Activity, 2, 143–203.CrossRefGoogle Scholar
  19. Rapach, D. E., & Strauss, J. K. (2009). Differences in housing price forecastability across US states. International Journal of Forecasting, 25, 351–372.CrossRefGoogle Scholar
  20. Zhou, J. (2010). Testing for cointegration between house prices and economic fundamentals. Real Estate Economics, 38, 599–632.CrossRefGoogle Scholar
  21. Zhou, J., & Anderson, R. (2012). Extreme risk measures for international REIT markets. Journal of Real Estate Finance and Economics, 45, 152–170.CrossRefGoogle Scholar

Copyright information

© Springer Science+Business Media New York 2015

Authors and Affiliations

  1. 1.McIntire School of CommerceUniversity of VirginiaCharlottesvilleUSA
  2. 2.Business SchoolUniversity of Colorado DenverDenverUSA
  3. 3.School of Finance and School of EconomicsNankai UniversityTianjinPeople’s Republic of China
  4. 4.Research Institute of Economics and ManagementSouthwestern University of Finance and EconomicsChengduPeople’s Republic of China

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