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Dynamic correlation: A tool hedging house-price risk?

Author

Listed:
  • Berg, Nathan
  • Gu, Anthony Y.
  • Lien, Donald

Abstract

Dynamic correlation models demonstrate that the relationship between interest rates and housing prices is non-constant. Estimates reveal statistically significant time fluctuations in correlations between housing price indexes and Treasury bonds, the S&P 500 Index, and stock prices of mortgage-related companies. In some cases, hedging effectiveness can be improved by moving from constant to dynamic hedge ratios. Empirics reported here point to the possibility that incorrect assumptions of constant correlation could lead to mis-pricing in the mortgage industry and beyond.

Suggested Citation

  • Berg, Nathan & Gu, Anthony Y. & Lien, Donald, 2007. "Dynamic correlation: A tool hedging house-price risk?," MPRA Paper 26368, University Library of Munich, Germany.
  • Handle: RePEc:pra:mprapa:26368
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    File URL: https://mpra.ub.uni-muenchen.de/26368/1/MPRA_paper_26368.pdf
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    References listed on IDEAS

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    1. Ball, Clifford A. & Torous, Walter N., 2000. "Stochastic correlation across international stock markets," Journal of Empirical Finance, Elsevier, vol. 7(3-4), pages 373-388, November.
    2. 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, September.
    3. Eichholtz, Piet M A & Hartzell, David J, 1996. "Property Shares, Appraisals and the Stock Market: An International Perspective," The Journal of Real Estate Finance and Economics, Springer, vol. 12(2), pages 163-178, March.
    4. Goetzmann, William Nelson, 1993. "The Single Family Home in the Investment Portfolio," The Journal of Real Estate Finance and Economics, Springer, vol. 6(3), pages 201-222, May.
    5. Nathan Berg, 2003. "Hedging housing risk in the new economy: is there a connection, and should firms care?," Global Business and Economics Review, Inderscience Enterprises Ltd, vol. 5(1), pages 10-36.
    6. Tse, Y. K., 2000. "A test for constant correlations in a multivariate GARCH model," Journal of Econometrics, Elsevier, vol. 98(1), pages 107-127, September.
    7. Ball, Clifford A. & Torous, Walter N., 2000. "Stochastic Correlation Across International Stock Markets," University of California at Los Angeles, Anderson Graduate School of Management qt6vn9q79w, Anderson Graduate School of Management, UCLA.
    8. 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.
    9. 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.
    10. Robert J. Shiller & Karl E. Case & Allan N. Weiss, 1995. "Mortgage Default Risk and Real Estate Prices: The Use of Index-Based Futures and Options in Real Estate," Cowles Foundation Discussion Papers 1098, Cowles Foundation for Research in Economics, Yale University.
    11. Robert J. Shiller, 1991. "Arithmetic Repeat Sales Price Estimators," Cowles Foundation Discussion Papers 971, Cowles Foundation for Research in Economics, Yale University.
    12. Christofi, A. & Pericli, A., 1999. "Correlation in price changes and volatility of major Latin American stock markets," Journal of Multinational Financial Management, Elsevier, vol. 9(1), pages 79-93, January.
    13. 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, September.
    14. Engle, Robert F, 2000. "Dynamic Conditional Correlation - A Simple Class of Multivariate GARCH Models," University of California at San Diego, Economics Working Paper Series qt56j4143f, Department of Economics, UC San Diego.
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    Cited by:

    1. Yang Liu, "undated". "The Inter-Relations Between Chinese Housing Market, Stock Market And Consumption Market," Review of Socio - Economic Perspectives 202051, Reviewsep.
    2. repec:ebl:ecbull:v:13:y:2007:i:1:p:1-7 is not listed on IDEAS
    3. Anton Bekkerman, 2011. "Time‐varying hedge ratios in linked agricultural markets," Agricultural Finance Review, Emerald Group Publishing Limited, vol. 71(2), pages 179-200, August.

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    More about this item

    Keywords

    Real Estate; Time-Varying Risk; Time-Dependent Variance; Risk Premium; Risk Aversion; Housing Risk; Portfolio Choice; Ecological Rationality; Behavioral Economics; Bounded Rationality;
    All these keywords.

    JEL classification:

    • D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
    • R30 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Real Estate Markets, Spatial Production Analysis, and Firm Location - - - General

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