Journal of Economics and Finance

, Volume 39, Issue 1, pp 136–152 | Cite as

A time series test to identify housing bubbles

  • Diego Escobari
  • Damian S. Damianov
  • Andres Bello
Article

Abstract

In this paper we propose a new time series empirical test to identify housing bubble periods. Our test estimates the beginning and the burst of bubbles as structural breaks in the difference between the appreciation rates of the Case-Shiller price tiers. We identify the relevant periods by exploiting the common characteristic that lower-tier house prices tend to rise faster during the boom and fall more precipitously during the bust. We implement our test on 15 U.S. Metropolitan Statistical Areas during the most recent housing bubble.

Keywords

Housing bubbles Price tiers Time series 

JEL Classification

R31 D11 D12 

References

  1. Abraham JM, Hendershott PH (1993) Patterns and determinants of metropolitan house prices, 1977–91. In: Browne LE, Rosengren ES (eds) Real estate and the credit crunch. Federal Reserve Bank of Boston, Boston, pp 18–42Google Scholar
  2. Abraham JM, Hendershott PH (1996) Bubbles in metropolitan housing markets. J Hous Res 7:191–207Google Scholar
  3. Case K, Shiller R (2003) Is there a bubble in the housing market? Brookings PapEcon Act 2:299–342CrossRefGoogle Scholar
  4. Dickey DA, Fuller WA (1979) Distribution of the estimators for autoregressive time series with a unit root. J Am Stat Assoc 74:427–431Google Scholar
  5. Evans GW (1991) Pitfalls in testing for explosive bubbles in asset prices. Am Econ Rev 81:922–930Google Scholar
  6. Favilukis J, Ludvigson S, Van Nieuwerburgh S (2010) The macroeconomic effects of housing wealth, housing finance, and limited risk-sharing in general equilibrium. NBER Working Paper No. 15988Google Scholar
  7. Flood R, Hodrick R (1990) On testing for speculative bubbles. J Econ Perspect 4:85–101CrossRefGoogle Scholar
  8. Glaeser EL, Gyourko J, Saiz A (2008) Housing supply and housing bubbles. J Urban Econ 64:198–217CrossRefGoogle Scholar
  9. Glaeser E, Gottlieb J, Gyourko J (2010) Can cheap credit explain the housing boom? NBER Working Paper No. 16230Google Scholar
  10. Goodman A, Thibodeau T (2008) Where are the speculative bubbles in US housing markets? J Hous Econ 17:117–137CrossRefGoogle Scholar
  11. Himmelberg C, Mayer C, Sinai T (2005) Assessing high house prices: bubbles, fundamentals, and misperceptions. J Econ Perspect 19:67–92CrossRefGoogle Scholar
  12. Hott C (2011) Lending behavior and real estate prices. J Bank Financ 35:2429–2442CrossRefGoogle Scholar
  13. Khandani A, Lo A, Merton RC (2009) Systematic risk and the refinancing ratchet effect. Research Paper No. 4750–09, MIT SloanGoogle Scholar
  14. Kwiatkowski D, Phillips PCB, Schmidt P, Shin Y (1992) Testing the null hypothesis of stationarity against the alternative of a unit root. J Econ 54:159–178CrossRefGoogle Scholar
  15. Landvoigt, T., Piazzesi, M. and Schneider, M. (2011). The Housing Market(s) of San Diego, NBER Working Paper 17723.Google Scholar
  16. Lee J, Strazicich M (2003) Minimum lagrange multiplier unit root test with two structural breaks. Rev Econ Stat 85:1082–1089CrossRefGoogle Scholar
  17. Lumsdaine R, Papell D (1997) Multiple trend breaks and the unit-root hypothesis. Rev Econ Stat 79:212–218CrossRefGoogle Scholar
  18. Mayer C (2011) Housing bubbles: a survey. Ann Rev Econ 3:559–577CrossRefGoogle Scholar
  19. Mayer C, Sinai T (2009) U.S. house price dynamics and behavioral economics. In: Foote CL, Goette L, Meier S (eds) Policy making insights on behavioral economics. Federal Reserve Bank of Boston, Boston, pp 261–295Google Scholar
  20. Meese R, Wallace N (1994) Testing the present value relation for housing prices: should I leave my house in San Francisco? J Urban Econ 35:245–266CrossRefGoogle Scholar
  21. Miao H, Ramchander S, Simpson MW (2011) Return and volatility transmission in US housing markets. Real Estate Econ 39:701–741CrossRefGoogle Scholar
  22. Mikhed V, Zemčík P (2009) Testing for bubbles in housing markets: a panel data approach. J Real Estate Financ Econ 38:366–386CrossRefGoogle Scholar
  23. Pavlov P, Wachter S (2011) Subprime lending and real estate prices. Real Estate Econ 39:1–17CrossRefGoogle Scholar
  24. Peláez R (2012) The housing bubble in real-time: the end of innocence. J Econ Financ 36:211–225CrossRefGoogle Scholar
  25. Perron P (1989) The Great Crash, the oil-price shock and the unit-root hypothesis. Econometrica 57(6):1361–1401CrossRefGoogle Scholar
  26. Perron P (1997) Further evidence on breaking trend functions in macroeconomic variables. J Econometrics 80:355–385Google Scholar
  27. Perron P, Vogelsang T (1992) Testing for a unit root in a time teries with a changing mean: corrections and extensions. J Bus Econ Stat 10:467–470Google Scholar
  28. Schmidt P, Phillips P (1992) LM tests for a unit root in the presence of deterministic trends. Oxf Bull Econ Stat 54:257–287CrossRefGoogle Scholar
  29. Stiglitz JE (1990) Symposium on bubbles. J Econ Perspect 4:13–18CrossRefGoogle Scholar
  30. Strazicich M, Lee J, Day E (2004) Are incomes converging among OECD countries? Time series evidence with two structural breaks. J Macroecon 26:131–145CrossRefGoogle Scholar
  31. Waters GA, Payne JE (2007) REIT markets and rational speculative bubbles: an empirical investigation. Appl Financ Econ 17:747–753CrossRefGoogle Scholar
  32. Zivot E, Andrews W (1992) Further evidence on the Great Crash, the oil-price shock and the unit-root hypothesis. J Bus Econ Stat 10:251–270Google Scholar

Copyright information

© Springer Science+Business Media New York 2013

Authors and Affiliations

  • Diego Escobari
    • 1
  • Damian S. Damianov
    • 1
  • Andres Bello
    • 1
  1. 1.Department of Economics and FinanceUniversity of Texas – Pan AmericanEdinburgUSA

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