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Unit Roots and Structural Change: An Application to US House-Price Indices

  • Giorgio Canarella

    (California State University, Los Angeles, and University of Nevada, Las Vegas)

  • Stephen M. Miller

    (University of Connecticut and University of Nevada, Las Vegas)

  • Stephen K. Pollard

    (California State University, Los Angeles)

This paper addresses two issues. First, we employ unit-root tests that allow for two endogenous breaks as suggested by Lumdaine and Papell (1997) and, more recently, Lee and Strazicich (2003) to investigate the integration properties of the returns on the S&P/Case-Shiller Home Price Indices. The findings of the tests that assume structural stability provide no evidence against the unit-root hypothesis in all returns series. Conversely, the Lumdaine-Papell and Lee-Strazicich tests indicate that significant structural breaks exist in the US housing market. Only the Lee-Strazicich test, however, which incorporates structural changes under the null hypothesis, finds that the returns to houses exhibit trend stationarity with structural breaks, in most cases, rather than a random walk. Second, we apply these tests to analyze what UK researchers call the "ripple effect" in the British housing markets. Following Meen (1999), we investigate the stationarity of the metropolitan house-price ratios. The findings of the Lumsdaine-Papell test provide no evidence against the unit-root hypothesis in all house-price ratio series. Conversely, the Lee-Strazicich test finds broken-trend stationarity of the metropolitan house-price ratios for Boston, Miami, and New York. This provides limited evidence that some ripple effects do indeed exists in the US housing market.

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Paper provided by University of Connecticut, Department of Economics in its series Working papers with number 2010-04.

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Length: 42 pages
Date of creation: Feb 2010
Date of revision: Dec 2010
Handle: RePEc:uct:uconnp:2010-04
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  1. Robert Shiller, 2007. "Understanding Recent Trends in House Prices and Home Ownership," Yale School of Management Working Papers amz2557, Yale School of Management, revised 01 Nov 2007.
  2. Case, Karl E. & Quigley, John M. & Shiller, Robert J., 2001. "Comparing Wealth Effects: The Stock Market versus The Housing Market," Department of Economics, Working Paper Series qt44k6g6vx, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
  3. Shiller, Robert J., 2007. "Understanding Recent Trends in House Prices and Home Ownership," Working Papers 28, Yale University, Department of Economics.
  4. Perron, P., 1990. "Further Evidence On Breaking Trend Functions In Macroeconomics Variables," Papers 350, Princeton, Department of Economics - Econometric Research Program.
  5. 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.
  6. Evans, George W, 1991. "Pitfalls in Testing for Explosive Bubbles in Asset Prices," American Economic Review, American Economic Association, vol. 81(4), pages 922-30, September.
  7. Mark J. Holmes & Arthur Grimes, 2005. "Is there long-run convergence of regional house prices in the UK?," Working Papers 05_11, Motu Economic and Public Policy Research.
  8. John Y. Campbell & Joao F. Cocco, 2004. "How Do House Prices Affect Consumption? Evidence From Micro F. Data," Harvard Institute of Economic Research Working Papers 2045, Harvard - Institute of Economic Research.
  9. Serena Ng & Pierre Perron, 2001. "LAG Length Selection and the Construction of Unit Root Tests with Good Size and Power," Econometrica, Econometric Society, vol. 69(6), pages 1519-1554, November.
  10. Charles Himmelberg & Christopher Mayer & Todd Sinai, 2005. "Assessing High House Prices: Bubbles, Fundamentals and Misperceptions," Journal of Economic Perspectives, American Economic Association, vol. 19(4), pages 67-92, Fall.
  11. Donald R. Haurin, 1980. "The Regional Distribution of Population, Migration, and Climate," The Quarterly Journal of Economics, Oxford University Press, vol. 95(2), pages 293-308.
  12. Rangan Gupta & Stephen Miller, 2012. "The Time-Series Properties of House Prices: A Case Study of the Southern California Market," The Journal of Real Estate Finance and Economics, Springer, vol. 44(3), pages 339-361, April.
  13. Jonathan McCarthy & Richard Peach, 2004. "Are home prices the next "bubble"?," Economic Policy Review, Federal Reserve Bank of New York, issue Dec, pages 1-17.
  14. Dan Ben-David & Robin L. Lumsdaine & David H. Papell, 1998. "Unit Roots, Postwar Slowdowns and Long-Run Growth: Evidence from Two Structural Breaks," NBER Working Papers 6397, National Bureau of Economic Research, Inc.
  15. Malpezzi, Stephen, 1999. "A Simple Error Correction Model of House Prices," Journal of Housing Economics, Elsevier, vol. 8(1), pages 27-62, March.
  16. Clapp, John M. & Tirtiroglu, Dogan, 1994. "Positive feedback trading and diffusion of asset price changes: Evidence from housing transactions," Journal of Economic Behavior & Organization, Elsevier, vol. 24(3), pages 337-355, August.
  17. Eric Zivot & Donald W.K. Andrews, 1990. "Further Evidence on the Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Cowles Foundation Discussion Papers 944, Cowles Foundation for Research in Economics, Yale University.
  18. Perron, Pierre, 1989. "The Great Crash, the Oil Price Shock, and the Unit Root Hypothesis," Econometrica, Econometric Society, vol. 57(6), pages 1361-1401, November.
  19. Monika Piazzesi & Martin Schneider & Selale Tuzel, 2006. "Housing, Consumption, and Asset Pricing," NBER Working Papers 12036, National Bureau of Economic Research, Inc.
  20. Elliott, Graham & Rothenberg, Thomas J & Stock, James H, 1996. "Efficient Tests for an Autoregressive Unit Root," Econometrica, Econometric Society, vol. 64(4), pages 813-36, July.
  21. Meen, Geoffrey, 2002. "The Time-Series Behavior of House Prices: A Transatlantic Divide?," Journal of Housing Economics, Elsevier, vol. 11(1), pages 1-23, March.
  22. Lee, Junsoo & List, John A. & Strazicich, Mark C., 2006. "Non-renewable resource prices: Deterministic or stochastic trends?," Journal of Environmental Economics and Management, Elsevier, vol. 51(3), pages 354-370, May.
  23. Nelson, Charles R. & Plosser, Charles I., 1982. "Trends and random walks in macroeconmic time series : Some evidence and implications," Journal of Monetary Economics, Elsevier, vol. 10(2), pages 139-162.
  24. Karl E. Case & Robert J. Shiller, 1988. "The Efficiency of the Market for Single-Family Homes," NBER Working Papers 2506, National Bureau of Economic Research, Inc.
  25. Diba, Behzad T & Grossman, Herschel I, 1988. "Explosive Rational Bubbles in Stock Prices?," American Economic Review, American Economic Association, vol. 78(3), pages 520-30, June.
  26. Newbold, Paul & Leybourne, Stephen & Wohar, Mark E., 2001. "Trend-stationarity, difference-stationarity, or neither: further diagnostic tests with an application to U.S. Real GNP, 1875-1993," Journal of Economics and Business, Elsevier, vol. 53(1), pages 85-102.
  27. Hanno N. Lustig & Stijn G. Van Nieuwerburgh, 2005. "Housing Collateral, Consumption Insurance, and Risk Premia: An Empirical Perspective," Journal of Finance, American Finance Association, vol. 60(3), pages 1167-1219, 06.
  28. Junsoo Lee & Mark C. Strazicich, 2004. "Minimum LM Unit Root Test with One Structural Break," Working Papers 04-17, Department of Economics, Appalachian State University.
  29. Yongheng Deng & John Quigley, 2008. "Index Revision, House Price Risk, and the Market for House Price Derivatives," The Journal of Real Estate Finance and Economics, Springer, vol. 37(3), pages 191-209, October.
  30. Cook, Steven, 2005. "Regional house price behaviour in the UK: application of a joint testing procedure," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 345(3), pages 611-621.
  31. Steven Cook, 2005. "Detecting long-run relationships in regional house prices in the UK," International Review of Applied Economics, Taylor & Francis Journals, vol. 19(1), pages 107-118.
  32. Denis Kwiatkowski & Peter C.B. Phillips & Peter Schmidt, 1991. "Testing the Null Hypothesis of Stationarity Against the Alternative of a Unit Root: How Sure Are We That Economic Time Series Have a Unit Root?," Cowles Foundation Discussion Papers 979, Cowles Foundation for Research in Economics, Yale University.
  33. Donald R. Haurin & Patric H. Hendershott & Dongwook Kim, 1990. "Tenure Choice of American Youth," NBER Working Papers 3310, National Bureau of Economic Research, Inc.
  34. Karl E. Case & Robert J. Shiller, 2003. "Is There a Bubble in the Housing Market?," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 34(2), pages 299-362.
  35. David Geltner, 1989. "Bias in Appraisal-Based Returns," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 17(3), pages 338-352.
  36. Clayton, Jim, 1997. "Are Housing Price Cycles Driven by Irrational Expectations?," The Journal of Real Estate Finance and Economics, Springer, vol. 14(3), pages 341-63, May.
  37. Jeremy C. Stein, 1995. "Prices and Trading Volume in the Housing Market: A Model with Down-Payment Effects," The Quarterly Journal of Economics, Oxford University Press, vol. 110(2), pages 379-406.
  38. Tirtiroglu, Dogan, 1992. "Efficiency in housing markets: Temporal and spatial dimensions," Journal of Housing Economics, Elsevier, vol. 2(3), pages 276-292, September.
  39. Steven Cook & Dimitrios Vougas, 2009. "Unit root testing against an ST-MTAR alternative: finite-sample properties and an application to the UK housing market," Applied Economics, Taylor & Francis Journals, vol. 41(11), pages 1397-1404.
  40. Rangan Gupta & Stephen M. Miller, 2009. ""Ripple Effects" and Forecasting Home Prices in Los Angeles, Las Vegas, and Phoenix," Working papers 2009-05, University of Connecticut, Department of Economics, revised Jun 2009.
  41. Berg, Lennart, 2000. "Prices on the Second-hand Market for Swedish Family Houses – Correlation, Causation and Determinants," Working Paper Series 2000:7, Uppsala University, Department of Economics.
  42. Robin L. Lumsdaine & David H. Papell, 1997. "Multiple Trend Breaks And The Unit-Root Hypothesis," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 212-218, May.
  43. Robert Edelstein & Daniel Quan, 2006. "How Does Appraisal Smoothing Bias Real Estate Returns Measurement?," The Journal of Real Estate Finance and Economics, Springer, vol. 32(1), pages 41-60, February.
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