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

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  • Oikarinen, Elias

Abstract

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.

Suggested Citation

  • Oikarinen, Elias, 2006. "Price Linkages between Stock, Bond and Housing Markets - Evidence from Finnish Data," Discussion Papers 1004, The Research Institute of the Finnish Economy.
  • Handle: RePEc:rif:dpaper:1004
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    1. Campbell, John Y & Hamao, Yasushi, 1992. " Predictable Stock Returns in the United States and Japan: A Study of Long-Term Capital Market Integration," Journal of Finance, American Finance Association, vol. 47(1), pages 43-69, March.
    2. 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 181-192, April.
    3. 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.
    4. Campbell, John Y & Ammer, John, 1993. " What Moves the Stock and Bond Markets? A Variance Decomposition for Long-Term Asset Returns," Journal of Finance, American Finance Association, vol. 48(1), pages 3-37, March.
    5. Case Karl E. & Quigley John M. & Shiller Robert J., 2005. "Comparing Wealth Effects: The Stock Market versus the Housing Market," The B.E. Journal of Macroeconomics, De Gruyter, vol. 5(1), pages 1-34, May.
    6. Shiller, Robert J. & Beltratti, Andrea E., 1992. "Stock prices and bond yields : Can their comovements be explained in terms of present value models?," Journal of Monetary Economics, Elsevier, vol. 30(1), pages 25-46, October.
    7. Oikarinen, Elias, 2005. "The Diffusion of Housing Price Movements from Centre to Surrounding Areas," Discussion Papers 979, The Research Institute of the Finnish Economy.
    8. 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.
    9. 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.
    10. Torben G. Andersen & Tim Bollerslev & Francis X. Diebold & Clara Vega, 2003. "Real-Time Price Discovery in Stock, Bond and Foreign Exchange Markets," PIER Working Paper Archive 04-028, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 28 Jun 2004.
    11. Doornik, Jurgen A & Hendry, David F & Nielsen, Bent, 1998. " Inference in Cointegrating Models: UK M1 Revisited," Journal of Economic Surveys, Wiley Blackwell, vol. 12(5), pages 533-572, December.
    12. 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-.
    13. Claudio Borio & Patrick McGuire, 2004. "Twin peaks in equity and housing prices?," BIS Quarterly Review, Bank for International Settlements, March.
    14. 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.
    15. 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.
    16. 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.
    17. John Okunev & Patrick J. Wilson, 1997. "Using Nonlinear Tests to Examine Integration Between Real Estate and Stock Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 25(3), pages 487-503.
    18. 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 388-399, October.
    19. Oikarinen, Elias, 2005. "Is Housing Overvalued in the Helsinki Metropolitan Area?," Discussion Papers 992, The Research Institute of the Finnish Economy.
    20. 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.
    21. 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 1132-1145, December.
    22. 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.
    23. Henrik Hansen & Søren Johansen, 1992. "Recursive Estimation in Cointegrated VAR-Models," Discussion Papers 92-13, University of Copenhagen. Department of Economics.
    24. Bossaerts, Peter, 1988. "Common nonstationary components of asset prices," Journal of Economic Dynamics and Control, Elsevier, vol. 12(2-3), pages 347-364.
    25. 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.
    26. 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.
    27. 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.
    28. Engle, Robert & Granger, Clive, 2015. "Co-integration and error correction: Representation, estimation, and testing," Applied Econometrics, Publishing House "SINERGIA PRESS", vol. 39(3), pages 106-135.
    29. Yuming Fu & Lilian K. Ng, 2001. "Market Efficiency and Return Statistics: Evidence from Real Estate and Stock Markets Using a Present-Value Approach," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 29(2), pages 227-250.
    30. 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.
    31. 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.
    32. 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 251-261, November.
    33. 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 177-194, March.
    34. 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.
    35. 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.
    36. 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.
    37. Joseph Gyourko & Donald B. Keim, "undated". "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.
    38. 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.
    39. 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 339-349, May.
    40. Barot, Bharat & Takala, Kari, 1998. "House prices and inflation : a cointegration analysis for Finland and Sweden," Research Discussion Papers 12/1998, Bank of Finland.
    41. 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.
    42. 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.
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    Cited by:

    1. Tuukka Saarimaa, 2008. "Owner-Occupied Housing and Demand for Risky Financial Assets: Some Finnish Evidence," Finnish Economic Papers, Finnish Economic Association, vol. 21(1), pages 22-38, Spring.
    2. Hernández-Murillo, Rubén & Owyang, Michael T. & Rubio, Margarita, 2017. "Clustered housing cycles," Regional Science and Urban Economics, Elsevier, vol. 66(C), pages 185-197.
    3. Goodness C. Aye & Mehmet Balcilar & Rangan Gupta, 2011. "Long- and Short-Run Relationships between House and Stock Prices in South Africa: A Nonparametric Approach," Working Papers 201136, University of Pretoria, Department of Economics.
    4. repec:eme:ijhmap:ijhma-05-2016-0037 is not listed on IDEAS

    More about this item

    Keywords

    asset prices; housing; co-movement; cointegration;

    JEL classification:

    • G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions

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