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Multivariate Modelling of Daily REIT Volatility

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  • John Cotter

    (University College Dublin, Ireland)

  • Simon Stevenson

    (University College Dublin, Ireland)

Abstract

This paper examines volatility in REITs using multivariate GARCH based model. The Multivariate VAR-GARCH technique documents the return and volatility linkages between REIT sub-sectors and also examines the influence of other US equity series. The motivation is for investors to incorporate time-varying volatility and correlations in their portfolio selection. The results illustrate the difference in results when higher frequency daily data is tested in comparison to the monthly data that has been commonly used in the existing literature. The linkages both within the REIT sector and between REITs and related sectors such as value stocks are weaker than commonly found in monthly studies. The broad market would appear to be more influential in the daily case.

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Bibliographic Info

Paper provided by Geary Institute, University College Dublin in its series Working Papers with number 200517.

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Length: 31 pages
Date of creation: 24 Jun 2011
Date of revision:
Handle: RePEc:ucd:wpaper:2005/17

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References

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  1. David Ling & Andy Naranjo, 2003. "The Dynamics of REIT Capital Flows and Returns," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 31(3), pages 405-434, 09.
  2. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(01), pages 122-150, February.
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Citations

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Cited by:
  1. Bradford Case & Yawei Yang & Yildiray Yildirim, 2012. "Dynamic Correlations Among Asset Classes: REIT and Stock Returns," The Journal of Real Estate Finance and Economics, Springer, vol. 44(3), pages 298-318, April.
  2. Kim Liow & Muhammad Ibrahim, 2010. "Volatility Decomposition and Correlation in International Securitized Real Estate Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 40(2), pages 221-243, February.
  3. Cotter, John & Stevenson, Simon, 2004. "Uncovering Volatility Dynamics in Daily REIT Returns," MPRA Paper 3533, University Library of Munich, Germany, revised 2005.
  4. Sherry Zhefang ZHOU & Helen Xiaohui BAO, 2009. "Modelling Price Dynamics In The Hong Kong Property Market," Theoretical and Empirical Researches in Urban Management, Research Centre in Public Administration and Public Services, Bucharest, Romania, vol. 4(1S), pages 8-26, April.
  5. Cotter, John & Simon Stevenson, Simon, 2008. "Modeling long memory in REITs," Open Access publications from University College Dublin urn:hdl:10197/1622, University College Dublin.
  6. S. Wong & K. Chau & C. Yiu, 2007. "Volatility Transmission in the Real Estate Spot and Forward Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 35(3), pages 281-293, October.
  7. Elyas Elyasiani & Iqbal Mansur & Jill Wetmore, 2010. "Real-Estate Risk Effects on Financial Institutions’ Stock Return Distribution: a Bivariate GARCH Analysis," The Journal of Real Estate Finance and Economics, Springer, vol. 40(1), pages 89-107, January.
  8. Benjamas Jirasakuldech & Robert Campbell & Riza Emekter, 2009. "Conditional Volatility of Equity Real Estate Investment Trust Returns: A Pre- and Post-1993 Comparison," The Journal of Real Estate Finance and Economics, Springer, vol. 38(2), pages 137-154, February.
  9. Don Bredin & Gerard O’Reilly & Simon Stevenson, 2007. "Monetary Shocks and REIT Returns," The Journal of Real Estate Finance and Economics, Springer, vol. 35(3), pages 315-331, October.
  10. James Chong & Alexandra Krystalogianni & Simon Stevenson, . "Dynamic Correlations across REIT Sub-Sectors," Real Estate & Planning Working Papers rep-wp2011-07, Henley Business School, Reading University.
  11. Kim Liow & Kim Ho & Muhammad Ibrahim & Ziwei Chen, 2009. "Correlation and Volatility Dynamics in International Real Estate Securities Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 39(2), pages 202-223, August.
  12. Jian Zhou & Zhixin Kang, 2011. "A Comparison of Alternative Forecast Models of REIT Volatility," The Journal of Real Estate Finance and Economics, Springer, vol. 42(3), pages 275-294, April.
  13. Kim Liow & Zhiwei Chen & Jingran Liu, 2011. "Multiple Regimes and Volatility Transmission in Securitized Real Estate Markets," The Journal of Real Estate Finance and Economics, Springer, vol. 42(3), pages 295-328, April.
  14. Wu, Pei-Shan & Huang, Chien-Ming & Chiu, Chien-Liang, 2011. "Effects of structural changes on the risk characteristics of REIT returns," International Review of Economics & Finance, Elsevier, vol. 20(4), pages 645-653, October.
  15. Fedorova, Elena, 2011. "Transfer of financial risk in emerging eastern European stock markets: A sectoral perspective," BOFIT Discussion Papers 24/2011, Bank of Finland, Institute for Economies in Transition.

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