Modeling the fat tails in Asian stock markets
AbstractWe 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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Bibliographic InfoArticle provided by Elsevier in its journal International Review of Economics & Finance.
Volume (Year): 20 (2011)
Issue (Month): 3 (June)
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Web page: http://www.elsevier.com/locate/inca/620165
Asian stock markets Fat tails Value-at-Risk;
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