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Using Non-Linear Tests to Examine Integration Between Real Estate and Equity Markets

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  • John Okunev
  • Pat Wilson

Abstract

In this study we present an alterntive approach to test whether the real estate and equity markets are cointegrated. We develop a nonlinear test which allows for a stochastic trend term as opposed to a deterministic drift term. This is a reasonable approach, because if the real estate market is related to the equity market then it is desirable to incorporate the stochastic nature of the equity market into the model. We compare the results of the nonlinear model to the results obtained using conventional cointegration tests. The cointegration results supports the view that the real estate and equity markets are segmented, whereas the nonlinear model support the view that the markets are fractionally intgrated. A possible reason for this apparent dicrepancy between the results could be due to the underlying assumption of a linear relationship between the variables for the cointegration. It is possible that the tests of cointegration will reject that the two variables are related even though the relationship may be nonlinear.

Suggested Citation

  • John Okunev & Pat Wilson, 1995. "Using Non-Linear Tests to Examine Integration Between Real Estate and Equity Markets," Working Paper Series 47, Finance Discipline Group, UTS Business School, University of Technology, Sydney.
  • Handle: RePEc:uts:wpaper:47
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    1. Myung Jig Kim & Charles R. Nelson & Richard Startz, 1991. "Mean Reversion in Stock Prices? A Reappraisal of the Empirical Evidence," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(3), pages 515-528.
    2. Joe Peek & James A. Wilcox, 1991. "The Measurement and Determinants of Single‐Family House Prices," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 19(3), pages 353-382, September.
    3. Dumas, Bernard & Jacquillat, Bertrand, 1990. "The money and bond markets in France : Segmentation vs. integration," Journal of Banking & Finance, Elsevier, vol. 14(2-3), pages 613-635, August.
    4. Richardson, David H. & Thalheimer, Richard, 1982. "On the use of grouping methods in the analysis of residential housing markets," Regional Science and Urban Economics, Elsevier, vol. 12(2), pages 285-304, May.
    5. Campbell, J.Y. & Shiller, R.J., 1988. "Stock Prices, Earnings And Expected Dividends," Papers 334, Princeton, Department of Economics - Econometric Research Program.
    6. Karl E. Case & Robert J. Shiller, 1988. "The behavior of home buyers in boom and post-boom markets," New England Economic Review, Federal Reserve Bank of Boston, issue Nov, pages 29-46.
    7. Dickey, David A & Fuller, Wayne A, 1981. "Likelihood Ratio Statistics for Autoregressive Time Series with a Unit Root," Econometrica, Econometric Society, vol. 49(4), pages 1057-1072, June.
    8. Diba, Behzad T & Grossman, Herschel I, 1988. "Explosive Rational Bubbles in Stock Prices?," American Economic Review, American Economic Association, vol. 78(3), pages 520-530, June.
    9. Robert C. Merton, 2005. "Theory of rational option pricing," World Scientific Book Chapters, in: Sudipto Bhattacharya & George M Constantinides (ed.), Theory Of Valuation, chapter 8, pages 229-288, World Scientific Publishing Co. Pte. Ltd..
    10. Liu, Crocker H. & Hartzell, David J. & Greig, Wylie & Grissom, Terry V., 1990. "The Integration of the Real Estate Market and the Stock Market: Some Preliminary Evidence," The Journal of Real Estate Finance and Economics, Springer, vol. 3(3), pages 261-282, September.
    11. Richard K. Green & Patric Hendershott, 1992. "Demographic Factors and Real House Prices," Wisconsin-Madison CULER working papers 92-08, University of Wisconsin Center for Urban Land Economic Research.
    12. Perron, Pierre, 1988. "Trends and random walks in macroeconomic time series : Further evidence from a new approach," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 297-332.
    13. 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.
    14. Phillips, P C B, 1987. "Time Series Regression with a Unit Root," Econometrica, Econometric Society, vol. 55(2), pages 277-301, March.
    15. Topol, Richard, 1991. "Bubbles and Volatility of Stock Prices: Effect of Mimetic Contagion," Economic Journal, Royal Economic Society, vol. 101(407), pages 786-800, July.
    16. Jesse M. Abraham & Patric H. Hendershott, 1994. "Bubbles in Metropolitan Housing Markets," NBER Working Papers 4774, National Bureau of Economic Research, Inc.
    17. Paul K. Asabere & Robert Kleiman & Carl McGowan, 1991. "The Risk-Return Attributes of International Real Estate Equities," Journal of Real Estate Research, American Real Estate Society, vol. 6(2), pages 143-152.
    18. Jegadeesh, Narasimhan, 1991. "Seasonality in Stock Price Mean Reversion: Evidence from the U.S. and the U.K," Journal of Finance, American Finance Association, vol. 46(4), pages 1427-1444, September.
    19. Evans, George W, 1991. "Pitfalls in Testing for Explosive Bubbles in Asset Prices," American Economic Review, American Economic Association, vol. 81(4), pages 922-930, September.
    20. Fama, Eugene F. & French, Kenneth R., 1988. "Dividend yields and expected stock returns," Journal of Financial Economics, Elsevier, vol. 22(1), pages 3-25, October.
    21. Dezhbakhsh, Hashem & Demirguc-Kunt, Asli, 1990. "On the Presence of Speculative Bubbles in Stock Prices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 25(1), pages 101-112, March.
    22. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 39(3), pages 106-135.
    23. Campbell, John Y & Shiller, Robert J, 1988. " Stock Prices, Earnings, and Expected Dividends," Journal of Finance, American Finance Association, vol. 43(3), pages 661-676, July.
    24. Topel, Robert H & Rosen, Sherwin, 1988. "Housing Investment in the United States," Journal of Political Economy, University of Chicago Press, vol. 96(4), pages 718-740, August.
    25. Cecchetti, Stephen G & Lam, Pok-sang & Mark, Nelson C, 1990. "Mean Reversion in Equilibrium Asset Prices," American Economic Review, American Economic Association, vol. 80(3), pages 398-418, June.
    26. John Y. Campbell & Albert S. Kyle, 1993. "Smart Money, Noise Trading and Stock Price Behaviour," Review of Economic Studies, Oxford University Press, vol. 60(1), pages 1-34.
    27. Schnare, Ann B. & Struyk, Raymond J., 1976. "Segmentation in urban housing markets," Journal of Urban Economics, Elsevier, vol. 3(2), pages 146-166, April.
    28. repec:dau:papers:123456789/14387 is not listed on IDEAS
    29. Phillips, P C B, 1987. "Time Series Regression with a Unit Root," Econometrica, Econometric Society, vol. 55(2), pages 277-301, March.
    30. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    31. Errunza, Vihang & Losq, Etienne & Padmanabhan, Prasad, 1992. "Tests of integration, mild segmentation and segmentation hypotheses," Journal of Banking & Finance, Elsevier, vol. 16(5), pages 949-972, September.
    32. Diba, Behzad T & Grossman, Herschel I, 1988. "The Theory of Rational Bubbles in Stock Prices," Economic Journal, Royal Economic Society, vol. 98(392), pages 746-754, September.
    33. David Geltner, 1990. "Return Risk and Cash Flow Risk with Long‐term Riskless Leases in Commercial Real Estate," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 18(4), pages 377-402, December.
    34. Brent W. Ambrose & Esther Ancel & Mark D. Griffiths, 1992. "The Fractal Structure of Real Estate Investment Trust Returns: The Search for Evidence of Market Segmentation and Nonlinear Dependency," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 20(1), pages 25-54, March.
    35. Charles Engel & Charles S. Morris, 1991. "Challenges to stock market efficiency: evidence from mean reversion studies," Economic Review, Federal Reserve Bank of Kansas City, vol. 76(Sep), pages 21-35.
    36. Amihud, Yakov & Mendelson, Haim, 1987. "Trading Mechanisms and Stock Returns: An Empirical Investigation," Journal of Finance, American Finance Association, vol. 42(3), pages 533-553, July.
    37. Poterba, James M. & Summers, Lawrence H., 1988. "Mean reversion in stock prices : Evidence and Implications," Journal of Financial Economics, Elsevier, vol. 22(1), pages 27-59, October.
    38. Chiang, Raymond & Liu, Peter & Okunev, John, 1995. "Modelling mean reversion of asset prices towards their fundamental value," Journal of Banking & Finance, Elsevier, vol. 19(8), pages 1327-1340, November.
    39. Mike Miles & Rebel Cole & David Guilkey, 1990. "A Different Look at Commercial Real Estate Returns," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 18(4), pages 403-430, December.
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