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

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  • 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)

Abstract

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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Bibliographic Info

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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Web page: http://www.econ.uconn.edu/
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Keywords: House-price indexes; Time-series properties; "Ripple" effects;

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References

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Citations

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Cited by:
  1. Montañés, A. & Olmos, L., 2013. "Convergence in US house prices," Economics Letters, Elsevier, vol. 121(2), pages 152-155.
  2. Goodness C. Aye & Samrat Goswami & Rangan Gupta, 2012. "Metropolitan House Prices In India: Do They Converge?," Working Papers 201220, University of Pretoria, Department of Economics.
  3. Christophe Andre & Luis A. Gil-Alana & Rangan Gupta, 2013. "Comovement in Euro Area Housing Prices: A Fractional Cointegration Approach," Working Papers 201359, University of Pretoria, Department of Economics.
  4. Aye, G.C. & Goswami, S. & Gupta, R., 2013. "Metropolitan House Prices In Regions of India: Do They Converge?," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 13(1), pages 135-144.
  5. Tsangyao Chang & Tsung-pao Wu & Rangan Gupta, 2013. "Are House Prices in South Africa Really Non-Stationary? Evidence from SPSM-Based Panel KSS Test with a Fourier Function," Working Papers 201324, University of Pretoria, Department of Economics.
  6. Francisca G-C Richter & Youngme Seo, 2011. "Inter-regional home price dynamics through the foreclosure crisis," Working Paper 1119, Federal Reserve Bank of Cleveland.

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