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Price Linkages between Stock, Bond and Housing Markets - Evidence from Finnish Data

  • Oikarinen, Elias

There are a number of reasons to assume that significant interdependences exist between the financial asset markets and the housing market. Identifying the linkages between stock, bond and housing markets may improve return forecasts in different asset markets. Interdependence and predictability of different asset prices is of importance concerning portfolio diversification and allocation, especially from long-term investors’ point of view. Furthermore, linkages between asset classes are likely to have significant policy implications. The purpose of this paper is to study the long- and short-term dynamic interdependences between stock, bond and housing markets using time series econometrics and utilizing a quarterly dataset from Finland over 1970-2005. In addition to short-term dynamics, there also appears to be long-run interrelations between the asset prices according to cointegration analysis. There is clearly a structural break in the long-run relationship between stock and housing prices in the early 1990s. Interaction between the markets seems to have diminished after the break. In line with the theory and previous research, it is found that stock appreciation Granger caused housing price changes prior to 1993. Since 1993, in turn, stock appreciation seems to have Granger caused housing only through a cointegrating long-run relation. Co-movement of bond price changes with stock and housing appreciation is found to be weak, although bond prices belong to a long-run relation including also stock and housing prices.

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Paper provided by The Research Institute of the Finnish Economy in its series Discussion Papers with number 1004.

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Length: 36 pages
Date of creation: 2006
Date of revision:
Handle: RePEc:rif:dpaper:1004
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  1. Case, Karl E. & Quigley, John M. & Shiller, Robert J., 2005. "Comparing Wealth Effects: The Stock Market versus the Housing Market," Berkeley Program on Housing and Urban Policy, Working Paper Series qt28d3s92s, Berkeley Program on Housing and Urban Policy.
  2. Bradford Case & William Goetzmann & K. Rouwenhorst, 1999. "Global Real Estate Markets: Cycles And Fundamentals," Yale School of Management Working Papers ysm20, Yale School of Management, revised 01 Jan 2001.
  3. Claudio Borio & Patrick McGuire, 2004. "Twin peaks in equity and housing prices?," BIS Quarterly Review, Bank for International Settlements, March.
  4. David C. Ling & Andy Naranjo, 1999. "The Integration of Commercial Real Estate Markets and Stock Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 27(3), pages 483-515.
  5. Glascock, John L & Lu, Chiuling & So, Raymond W, 2000. "Further Evidence on the Integration of REIT, Bond, and Stock Returns," The Journal of Real Estate Finance and Economics, Springer, vol. 20(2), pages 177-94, March.
  6. Kari Takala & Pekka Pere, 1991. "Testing the cointegration of house and stock prices in Finland," Finnish Economic Papers, Finnish Economic Association, vol. 4(1), pages 33-51, Spring.
  7. Oikarinen, Elias, 2005. "Is Housing Overvalued in the Helsinki Metropolitan Area?," Discussion Papers 992, The Research Institute of the Finnish Economy.
  8. Campbell, J.Y. & Ammer, J., 1991. "What Moves The Stock And Bond Markets? A Variance Decomposition For Long- Term Asset Returns," Papers 127, Princeton, Department of Economics - Financial Research Center.
  9. Jurgen A. Doornik & David F. Hendry & Bent Nielsen, 1998. "Inference in Cointegrating Models: UK M1 Revisited," Journal of Economic Surveys, Wiley Blackwell, vol. 12(5), pages 533-572, December.
  10. Joseph Gyourko & Donald B. Keim, . "What Does the Stock Market Tell Us About Real Estate Returns? (Revision of 18-91) (Reprint 030)," Rodney L. White Center for Financial Research Working Papers 11-92, Wharton School Rodney L. White Center for Financial Research.
  11. Daniel C. Quan & Sheridan Titman, 1999. "Do Real Estate Prices and Stock Prices Move Together? An International Analysis," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 27(2), pages 183-207.
  12. Robert J. Shiller & Andrea E. Beltratti, 1990. "Stock Prices and Bond Yields: Can Their Comovements Be Explained in Terms of Present Value Models?," NBER Working Papers 3464, National Bureau of Economic Research, Inc.
  13. Harbo, Ingrid, et al, 1998. "Asymptotic Inference on Cointegrating Rank in Partial Systems," Journal of Business & Economic Statistics, American Statistical Association, vol. 16(4), pages 388-99, October.
  14. Yuming Fu & Lilian K Ng, 2000. "Market Efficiency and Return Statistics: Evidence from Real Estate and stock Markets Using a Present-Value Approach," Wisconsin-Madison CULER working papers 00-03, University of Wisconsin Center for Urban Land Economic Research.
  15. Okunev, John & Wilson, Patrick & Zurbruegg, Ralf, 2000. "The Causal Relationship between Real Estate and Stock Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 21(3), pages 251-61, November.
  16. 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.
  17. Andersen, Torben G. & Bollerslev, Tim & Diebold, Francis X. & Vega, Clara, 2004. "Real-time price discovery in stock, bond and foreign exchange markets," CFS Working Paper Series 2004/19, Center for Financial Studies (CFS).
  18. Mosconi, Rocco & Giannini, Carlo, 1992. "Non-causality in Cointegrated Systems: Representation Estimation and Testing," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 54(3), pages 399-417, August.
  19. Hoesli, M, 1997. "An Examination of the Role of Geneva and Zurich Housing in Swiss Institutional Portfolios," Papers 97.03, Ecole des Hautes Etudes Commerciales, Universite de Geneve-.
  20. 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.
  21. Barot, Bharat & Takala, Kari, 1998. "House Prices and Inflation: A Cointegration Analysis for Finland and Sweden," Research Discussion Papers 12/1998, Bank of Finland.
  22. Hamao, Yasushi & Campbell, John, 1992. "Predictable Stock Returns in the United States and Japan: A Study of Long-Term Capital Market Integration," Scholarly Articles 3207694, Harvard University Department of Economics.
  23. S. Michael Giliberto, 1990. "Equity Real Estate Investment Trusts and Real Estate Returns," Journal of Real Estate Research, American Real Estate Society, vol. 5(2), pages 259-264.
  24. Booth, G. Geoffrey & Martikainen, Teppo & Tse, Yiuman, 1997. "Price and volatility spillovers in Scandinavian stock markets," Journal of Banking & Finance, Elsevier, vol. 21(6), pages 811-823, June.
  25. Anders Rahbek & Rocco Mosconi, 1999. "Cointegration rank inference with stationary regressors in VAR models," Econometrics Journal, Royal Economic Society, vol. 2(1), pages 76-91.
  26. Bossaerts, Peter, 1988. "Common nonstationary components of asset prices," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 347-364.
  27. Henrik Hansen & Søren Johansen, 1992. "Recursive Estimation in Cointegrated VAR-Models," Discussion Papers 92-13, University of Copenhagen. Department of Economics.
  28. Joseph Gyourko & Donald B. Keim, 1992. "What Does the Stock Market Tell Us About Real Estate Returns?," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 20(3), pages 457-485.
  29. F.C. Neil Myer & Mukesh K. Chaudhry & James R. Webb, 1997. "Stationarity and Co-Integration in Systems with Three National Real Estate Indices," Journal of Real Estate Research, American Real Estate Society, vol. 13(3), pages 369-381.
  30. Barsky, Robert B, 1989. "Why Don't the Prices of Stocks and Bonds Move Together?," American Economic Review, American Economic Association, vol. 79(5), pages 1132-45, December.
  31. G. Donald Jud & Dan T. Winkler, 2002. "The Dynamics of Metropolitan Housing Prices," Journal of Real Estate Research, American Real Estate Society, vol. 23(1/2), pages 29-46.
  32. Michael Bradley & Dennis R. Capozza & Paul J. Seguin, 1998. "Dividend Policy and Cash-Flow Uncertainty," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 26(4), pages 555-580.
  33. Chaudhry, Mukesh K & Myer, F C Neil & Webb, James R, 1999. "Stationarity and Cointegration in Systems with Real Estate and Financial Assets," The Journal of Real Estate Finance and Economics, Springer, vol. 18(3), pages 339-49, May.
  34. Henderson, J Vernon & Ioannides, Yannis M, 1983. "A Model of Housing Tenure Choice," American Economic Review, American Economic Association, vol. 73(1), pages 98-113, March.
  35. Fleming, Jeff & Kirby, Chris & Ostdiek, Barbara, 1998. "Information and volatility linkages in the stock, bond, and money markets," Journal of Financial Economics, Elsevier, vol. 49(1), pages 111-137, July.
  36. H. Swint Friday & G. Stacy Sirmans & C. Mitchell Conover, 1999. "Ownership Structure and the Value of the Firm: The Case of REITs," Journal of Real Estate Research, American Real Estate Society, vol. 17(1), pages 71-90.
  37. Juha-Pekka Kallunki & Teppo Martikainen, 1997. "Financial market liberalization and the relationship between stock returns and financial leverage in Finland," Applied Economics Letters, Taylor & Francis Journals, vol. 4(1), pages 19-21.
  38. John D. Benjamin & Peter Chinloy & G. Donald Jud, 2004. "Why do Households Concentrate Their Wealth in Housing?," Journal of Real Estate Research, American Real Estate Society, vol. 26(4), pages 329-344.
  39. Okunev, John & Wilson, Patrick & Zurbruegg, Ralf, 2002. "Relationships between Australian Real Estate and Stock Market Prices--A Case of Market Inefficiency," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 21(3), pages 181-92, April.
  40. Oikarinen, Elias, 2005. "The Diffusion of Housing Price Movements from Centre to Surrounding Areas," Discussion Papers 979, The Research Institute of the Finnish Economy.
  41. Engle, Robert F & Granger, Clive W J, 1987. "Co-integration and Error Correction: Representation, Estimation, and Testing," Econometrica, Econometric Society, vol. 55(2), pages 251-76, March.
  42. Scruggs, John T. & Glabadanidis, Paskalis, 2003. "Risk Premia and the Dynamic Covariance between Stock and Bond Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 38(02), pages 295-316, June.
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