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Modeling the fat tails in Asian stock markets

  • Kittiakarasakun, Jullavut
  • Tse, Yiuman
Registered author(s):

    We test whether stock returns in the Asian markets are characterized by infinite variance or just large variance, which has an important implication for the applicability of many financial models in Asian market data. Employing the extreme value framework, we find that the Asian index return distributions are fat-tailed but have finite variance. However, the tails of the distributions behave similarly to those in the U.S. and the MSCI World index returns, suggesting that any financial model or risk management tool that incorporates the second moment would work equally well for the Asian market data as it does for developed market data. We apply the Value-at-Risk method using Asian and U.S. data and find no significant difference in performance.

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    File URL: http://www.sciencedirect.com/science/article/pii/S105905601000122X
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    Article provided by Elsevier in its journal International Review of Economics & Finance.

    Volume (Year): 20 (2011)
    Issue (Month): 3 (June)
    Pages: 430-440

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    Handle: RePEc:eee:reveco:v:20:y:2011:i:3:p:430-440
    Contact details of provider: Web page: http://www.elsevier.com/locate/inca/620165

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    1. Longin, Francois M, 1996. "The Asymptotic Distribution of Extreme Stock Market Returns," The Journal of Business, University of Chicago Press, vol. 69(3), pages 383-408, July.
    2. Geert Bekaert & Campbell R. Harvey, 1995. "Emerging Equity Market Volatility," NBER Working Papers 5307, National Bureau of Economic Research, Inc.
    3. Harvey, Campbell R, 1995. "Predictable Risk and Returns in Emerging Markets," Review of Financial Studies, Society for Financial Studies, vol. 8(3), pages 773-816.
    4. McCulloch, J Huston, 1978. "Continuous Time Processes with Stable Increments," The Journal of Business, University of Chicago Press, vol. 51(4), pages 601-19, October.
    5. Ding, Zhuanxin & Granger, Clive W. J. & Engle, Robert F., 1993. "A long memory property of stock market returns and a new model," Journal of Empirical Finance, Elsevier, vol. 1(1), pages 83-106, June.
    6. Pierre Giot & Sébastien Laurent, 2003. "Value-at-risk for long and short trading positions," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(6), pages 641-663.
    7. Eugene F. Fama, 1963. "Mandelbrot and the Stable Paretian Hypothesis," The Journal of Business, University of Chicago Press, vol. 36, pages 420.
    8. Bekaert, Geert & Harvey, Campbell R., 2002. "Research in emerging markets finance: looking to the future," Emerging Markets Review, Elsevier, vol. 3(4), pages 429-448, December.
    9. Benoit Mandelbrot, 1963. "The Variation of Certain Speculative Prices," The Journal of Business, University of Chicago Press, vol. 36, pages 394.
    10. Devereux, Michael B., 2009. "A simple model of emerging market portfolio structure," International Review of Economics & Finance, Elsevier, vol. 18(3), pages 457-468, June.
    11. Longin, Francois, 2005. "The choice of the distribution of asset returns: How extreme value theory can help?," Journal of Banking & Finance, Elsevier, vol. 29(4), pages 1017-1035, April.
    12. Geert Bekaert & Campbell R. Harvey, 2000. "Capital Flows and the Behavior of Emerging Market Equity Returns," NBER Chapters, in: Capital Flows and the Emerging Economies: Theory, Evidence, and Controversies, pages 159-194 National Bureau of Economic Research, Inc.
    13. Gutierrez, Jose A. & Martinez, Valeria & Tse, Yiuman, 2009. "Where does return and volatility come from? The case of Asian ETFs," International Review of Economics & Finance, Elsevier, vol. 18(4), pages 671-679, October.
    14. Laurent, Sebastien & Peters, Jean-Philippe, 2002. " G@RCH 2.2: An Ox Package for Estimating and Forecasting Various ARCH Models," Journal of Economic Surveys, Wiley Blackwell, vol. 16(3), pages 447-85, July.
    15. Francisco J. Climent & Vicente Meneu, . "Has 1997 Asian Crisis Increased Information Flows Between International Markets?," Working Papers on International Economics and Finance 01-01, FEDEA.
    16. Ho, Lan-Chih & Burridge, Peter & Cadle, John & Theobald, Michael, 2000. "Value-at-risk: Applying the extreme value approach to Asian markets in the recent financial turmoil," Pacific-Basin Finance Journal, Elsevier, vol. 8(2), pages 249-275, May.
    17. Cha, Baekin & Oh, Sekyung, 2000. "The relationship between developed equity markets and the Pacific Basin's emerging equity markets," International Review of Economics & Finance, Elsevier, vol. 9(4), pages 299-322, October.
    18. Bekaert, Geert, 1995. "Market Integration and Investment Barriers in Emerging Equity Markets," World Bank Economic Review, World Bank Group, vol. 9(1), pages 75-107, January.
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