Regime Switching in the Real Estate Risk Premium

Author/s: Patrick Wilson, John Okunev, Tiffany Hutcheson, Ralf Zurbruegg

Date Published: 1/01/2004

Published in: Volume 10 - 2004 Issue 2 (pages 168 - 192)

Abstract

While a significant amount of research has been undertaken on the risk premium existing in stock markets, very few studies have evaluated the risk premium in property markets. This paper extends the research on risk premium to the market for securitised property in Australia, Japan, the UK and US. A dividend discount model is applied to model the ex ante risk premium implied from the information contained in the price of securitised property shares. A Markov regime-switching model is then used to determine whether changes in the risk premium lead to changes in market prices for these securities. The results show evidence of a cyclical pattern in the risk premium for the securitised property market that can be used by investors when deciding on the best time to buy or sell in this market.

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References

  • Ambrose, B. W., Ancel, E. and Griffiths, M.D., (1992). The fractal structure of real estate investment returns: the search for evidence of market segmentation and nonlinear dependency. Journal of the American Real Estate and Urban Economics Association, Vol. 20, 23–54.
  • Ball, M., Lizieri, C. and Macgregor, B. D. (1998). The Economics of Commercial Property Markets. Routledge, London.
  • Barras, R. and Ferguson, D. (1985). A spectral analysis of building cycles in Britain. Environment and Planning A, Vol. 17.
  • Bond, S.A., Karolyi, G.A. and Sanders A.B. (2003). International real estate returns: a multifactor, mutlicountry approach. Real Estate Economics, Vol. 31, 481–500.
  • Born, W.L., and Pyhrr, S.A. (1994). Real estate valuation: the effect of market and property cycles. The Journal of Real Estate Research, Vol.9, No.4, 455–486.
  • Boudouhh, J., Richardson, M. and Smith T. (1993). Is the ex ante risk premium always positive. Journal of Financial Economics, Vol. 34, pp 455–486.
  • Campbell, J.Y., Lettau, M., Malkiel, B.G. and Xu, Y. Have individual stocks become more volatile? An empirical exploration of idiosyncratic risk. Journal of Finance, 56, 1–43.
  • Campbell, J. Y., and Shiller, R. J. (1988). Stock prices, earnings and expected dividends. Journal of Finance, Vol. 43, 661–678.
  • Cecchetti, S.G., Lam P, Mark, N.C. (1990). Mean reversion in equilibrium asset prices. American Economic Review, Vol. 80, 398–418.
  • Copeland Jr., B.L. (1982) Inflation, interest rates and equity risk premiums. Financial Analysts Journal, Vol. 38, No. 3, 32–43.
  • Chen, J. and Peiser, R. (1999) The risk and return characteristics of REITs: 1993–1997. Real Estate Finance, Vol. 16, 61–68.
  • Dewachter, H. (2001) Can Markov switching models replicate chartist profits in the foreign exchange market? Journal of International Money and Finance, Vol. 20, 25–41.
  • Ebell, M.C. (2001) Why are asset returns more volatile during recessions? A theoretical explanation. Study Centre Gerzensee (Working Paper 01).
  • Fama, E. F., and French, K. R. (1988) Dividend yields and expected stock returns. Journal of Financial Economics, Vol. 22, 3–25.
  • Finnerty, J., and Leistikow, D. (1993) The behavior of equity and debt risk premiums. Journal of Portfolio Management, Vol. 19, No. 4, 73–84.
  • Flood, R.P., and Hodrick, R.J. (1990) On testing for speculative bubbles. Journal of Empirical Perspectives, Vol. 4, 85–101.
  • Funke, M., Hall, S. and Sola, M. (1994) Rational bubbles during Poland’s hyperinflation: Implications and empirical evidence. European Economic Review, Vol. 38, 1257–1276.
  • Goldfeld, S. M., and Quandt, R. E. (1973) A Markov model for switching regression. Journal of Econometrics, Vol. 1, No. 1, 3–16.
  • Grebler, L., and Burns, L. S. (1982) Construction cycles in the United States since world war II. Journal of the American Real Estate and Urban Economics Association, Vol.10, No.2.
  • Gyourko, J., and Keim, D. (1992) What does the stock market tell us about real estate returns? Journal of the American Real Estate and Urban Economics Association. Vol.20.
  • Hamilton, J.D. (1989) A new approach to the economic analysis of nonstationary time series and the business cycle. Econometrica, Vol. 57, 357–384.
  • Hamilton, J.D. (1990) Analysis of time series subject to changes in regime. Journal of Econometrics, Vol. 45, No. 1–2, 39–70.
  • Hamilton, James D. (1994) Time Series Analysis. Princeton University Press, Princeton, New Jersey.
  • Hamilton, J. D. and Lin, G. (1996) Stock market volatility and the business cycle. Journal of Applied Econometrics, Vol. 11, 573–93.
  • Hamilton, J. D. and Susmel, R. Autoregressive conditional heteroskedasticity and changes in regime. Journal of Econometrics, Vol. 64, 307–33.
  • Ibbotson, R. G. and Lummer, S. L. (1994) The behaviour of equity and debt risk premiums: comment. Journal of Portfolio Management, Vol. 20, No. 4, 98–100.
  • Irwin, S. H. and Landa, D. (1987) Real estate, futures and gold as portfolio assets. Journal of Portfolio Management, Vol.14, No. 1, 29–34.
  • Kalberg, J., Crocker, H., Pasquariello, P. (2002) Regime shifts in Asian equity and real estate markets. Real Estate Economics, Vol. 30, 263–291.
  • Kairys, J. (1993) Predicting sign changes in equity risk premiums using commercial paper. Journal of Portfolio Management, Vol. 20, No.1, 41–52.
  • Key, T., Zarkesh, F., MacGregor, B. and Nanthakumaran, N. (1994) The Property Cycle. Main Report: Economic Cycles and Property Cycles, IPD for Royal Institution of Chartered Surveyors.
  • Kim, C. and Nelson, C. R. (1999) State-Space Models with Regime Switching. MIT Press Cambridge.
  • Krolzig, H. (1997) Markov-Switching Vector Auto Regressions. Springer, London.
  • Ling, D. and Naranjo, A. (1998) The fundamental determinants of commercial real estate returns. Real Estate Finance, 13–24.
  • Ling, D. amd Naranjo, A. (2002) Commercial real estate return performance: a cross-country analysis. Journal of Real Estate Finance and Economics, Vol. 24, 119–142.
  • Lizieri, C. S., Satchell, S. and Dacco, R. (1996) Property company performance and real interest rates: a regime-switching approach. Working Papers in Land Management and Development No.45, University of Reading.
  • Lizieri, C. S., Satchell, S., Worzala, E. and Dacco, R. (1998) Real interest regimes and real estate performance: a comparison of UK and US markets. Journal of Real Estate Research, Vol.16, No.3, 339–356.
  • Myer, N. and Webb, J. (1993) Return properties of equity REITs, common stocks and commercial real estate. Journal of Real Estate Research, Vol. 8, No.1, 87–106.
  • Okunev, J. and Wilson, P.J. (1997) Using non-linear tests to examine integration between real estate and stock markets. Real Estate Economics, Vol. 25, 487–503.
  • Okunev, J., Wilson, P. J. and Zurbruegg, R. (2000) The causal relationship between real estate and stock markets. The Journal of Real Estate Finance and Economics, Vol. 21, No.3, 251–262.
  • Rich, S. and Reichenstein (1993) The market risk premium and long term stock returns. Journal of Portfolio Management, Vol. 19, No.4, 63–73.
  • Schwert, G.W. (1989) Why does stock market volatility change over time? Journal of Empirical Finance, Vol. 5, 131–154.
  • Terasvirta, T. and Anderson, H. M. (1992) Characterizing nonlinearities in business cycles using smooth transition autoregressive models. Journal of Applied Econometrics, Vol. 7, 119–136.
  • Tong, H. (1990) Non-Linear Time Series: A Dynamical System Approach. Oxford University Press, Oxford.
  • Turner, C., Startz, R. and Nelson, C. (1989) A Markov model of heteroskedasticity, risk and learning in the stock market. Journal of Financial Economics, Vol. 25, 322.
  • Van Norden, S. and Schaller, H. (1999) Speculative behavior, regime switching and stock market fundamentals. In P. Rothman (Ed.), Nonlinear time series analysis of Economic and Financial Data, Vol. 1 (321–356). Dordrecht: Kluwer.
  • West, K. D. (1988) Bubbles, fads and stock price volatility tests: a partial view. Journal of Finance, Vol. 43, 639–656.
  • Wheaton, W. C. (1987) The cyclical behaviour of the national office market. Journal of the American Real Estate and Urban Economics Association, Vol.15, No.4, 281–299.
  • Wilson, P. J. and Okunev, J. (1999) Long-term dependencies and long run non-periodic co-cycles: real estate and stock markets. Journal of Real Estate Research, Vol.18, No.2, 257–278.
  • Wilson, P.J. and Okunev, J. (1998) Cycles and regime switching models in real estate and financial assets markets. 14th ARES Conference, Monterey, California.
  • Wilson, P., Okunev, J. and Webb, J. (1998) Step interventions and market integration: tests in the US, UK and Australian property market. Journal of Real Estate Finance and Economics, Vol. 16, No. 1, 91–123.
  • Ziobrowski, A. J. and Boyd, J.W. (1991) Leverage and foreign investment in US real estate. Journal of Real Estate Research, Vol. 7, 33–58.
  • Ziobrowski, A. J. and Curcio, R. J. (1991) Diversification benefits of US real estate to foreign investors. Journal of Real Estate Research, Vol. 6, 119–142.
  • Ziobrowski, A. J. and Ziobrowski, B.J. (1993) Hedging foreign investments in US real estate with currency options. Journal of Real Estate Research, Vol. 8, 27–54.