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Multivariate Modeling of Daily REIT Volatility

  • Cotter, John
  • Stevenson, Simon

This paper examines volatility in REITs using a multivariate GARCH based model. The Multivariate VARGARCH 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-varyng volatility and correlations in their portfolio selection. The results illustrate the differences 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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File URL: http://mpra.ub.uni-muenchen.de/3524/1/MPRA_paper_3524.pdf
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Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 3524.

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Date of creation: 2005
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Handle: RePEc:pra:mprapa:3524
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  1. 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.
  2. Yuming Li & Ko Wang, 1995. "The Predictability of REIT Returns and Market Segmentatio," Journal of Real Estate Research, American Real Estate Society, vol. 10(4), pages 471-482.
  3. Huang, Bwo-Nung & Yang, Chin Wei, 2002. "Volatility of Changes in G-5 Exchange Rates and Its Market Transmission Mechanism," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 7(1), pages 37-50, January.
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  7. Michael Melvin & Bettina Peiers Melvin, 2003. "The Global Transmission of Volatility in the Foreign Exchange Market," The Review of Economics and Statistics, MIT Press, vol. 85(3), pages 670-679, August.
  8. Geert Bekaert & Campbell R. Harvey, 1995. "Emerging Equity Market Volatility," NBER Working Papers 5307, National Bureau of Economic Research, Inc.
  9. John Cotter & Simon Stevenson, 2011. "Uncovering Volatility Dynamics in Daily REIT Returns," Papers 1103.5417, arXiv.org.
  10. Liu, Crocker H, et al, 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 261-82, September.
  11. Engle, Robert F. & Kroner, Kenneth F., 1995. "Multivariate Simultaneous Generalized ARCH," Econometric Theory, Cambridge University Press, vol. 11(01), pages 122-150, February.
  12. 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.
  13. Peter Oppenheimer & Terry V. Grissom, 1998. "Frequency Space Correlation Between REITs and Capital Market Indices," Journal of Real Estate Research, American Real Estate Society, vol. 16(3), pages 291-310.
  14. Lin, Wen-Ling & Engle, Robert F & Ito, Takatoshi, 1994. "Do Bulls and Bears Move across Borders? International Transmission of Stock Returns and Volatility," Review of Financial Studies, Society for Financial Studies, vol. 7(3), pages 507-38.
  15. Darcey D. Terris & F.C. Neil Myer, 1995. "The Predictability of REIT Returns and Market Segmentatio," Journal of Real Estate Research, American Real Estate Society, vol. 10(4), pages 483-494.
  16. Devaney, Michael, 2001. "Time varying risk premia for real estate investment trusts: A GARCH-M model," The Quarterly Review of Economics and Finance, Elsevier, vol. 41(3), pages 335-346.
  17. Shaun A. Bond & Soosung Hwang, 2003. "A Measure of Fundamental Volatility in the Commercial Property Market," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 31(4), pages 577-600, December.
  18. Richard Barkham & David Geltner, 1995. "Price Discovery in American and British Property Markets," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 23(1), pages 21-44.
  19. 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.
  20. Ling T. He, 1998. "Cointegration and Price Discovery between Equity and Mortgage REITs," Journal of Real Estate Research, American Real Estate Society, vol. 16(3), pages 327-338.
  21. Ming-Long Lee & Kevin C.H. Chiang, 2004. "Substitutability between Equity REITs and Mortgage REITs," Journal of Real Estate Research, American Real Estate Society, vol. 26(1), pages 95-114.
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