Extreme risk in Asian equity markets
AbstractExtreme price movements associated with tail returns are catastrophic for all investors and it is necessary to make accurate predictions of the severity of these events. Choosing a time frame associated with large financial booms and crises this paper investigates the tail behaviour of Asian equity market returns and quantifies two risk measures, quantiles and average losses, along with their associated average waiting periods. Extreme value theory using the Peaks over Threshold method generates the risk measures where tail returns are modelled with a fat-tailed Generalised Pareto Distribution. We find that lower tail risk measures are more severe than upper tail realisations at the lowest probability levels. Moreover, the Kuala Lumpar Composite exhibits the largest risk measures.
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Bibliographic InfoPaper provided by University Library of Munich, Germany in its series MPRA Paper with number 3536.
Date of creation: 2007
Date of revision:
Find related papers by JEL classification:
- G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
- G1 - Financial Economics - - General Financial Markets
This paper has been announced in the following NEP Reports:
- NEP-ALL-2007-06-18 (All new papers)
- NEP-RMG-2007-06-18 (Risk Management)
- NEP-SEA-2007-06-18 (South East Asia)
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- John Cotter & Kevin Dowd, 2011.
"Extreme Spectral Risk Measures: An Application to Futures Clearinghouse Margin Requirements,"
Working Papers, Geary Institute, University College Dublin
200516, Geary Institute, University College Dublin.
- Cotter, John & Dowd, Kevin, 2006. "Extreme spectral risk measures: An application to futures clearinghouse margin requirements," Journal of Banking & Finance, Elsevier, Elsevier, vol. 30(12), pages 3469-3485, December.
- John Cotter & Kevin Dowd, 2011. "Extreme Spectral Risk Measures: An Application to Futures Clearinghouse Margin Requirements," Papers 1103.5653, arXiv.org.
- Cotter, JOhn & Dowd, Kevin, 2006. "Extreme Spectral Risk Measures: An Application to Futures Clearinghouse Margin Requirements," MPRA Paper 3505, University Library of Munich, Germany.
- Carlo Acerbi & Dirk Tasche, 2001. "Expected Shortfall: a natural coherent alternative to Value at Risk," Papers cond-mat/0105191, arXiv.org.
- Philippe Artzner & Freddy Delbaen & Jean-Marc Eber & David Heath, 1999. "Coherent Measures of Risk," Mathematical Finance, Wiley Blackwell, Wiley Blackwell, vol. 9(3), pages 203-228.
- Cotter, John, 2000.
"Margin Exceedences for European Stock Index Futures using Extreme Value Theory,"
3534, University Library of Munich, Germany, revised 2001.
- Cotter, John, 2001. "Margin exceedences for European stock index futures using extreme value theory," Journal of Banking & Finance, Elsevier, Elsevier, vol. 25(8), pages 1475-1502, August.
- Koedijk, Kees G & Kool, Clemens J M, 1994.
"Tail Estimates and the EMS Target Zone,"
Review of International Economics,
Wiley Blackwell, vol. 2(2), pages 153-65, June.
- Longin, Francois M, 1996. "The Asymptotic Distribution of Extreme Stock Market Returns," The Journal of Business, University of Chicago Press, University of Chicago Press, vol. 69(3), pages 383-408, July.
- Marco Rocco, 2011. "Extreme value theory for finance: a survey," Questioni di Economia e Finanza (Occasional Papers) 99, Bank of Italy, Economic Research and International Relations Area.
- Saša ŽIKOVIÆ & Randall K. FILER, 2013.
"Ranking of VaR and ES Models: Performance in Developed and Emerging Markets,"
Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences,
Charles University Prague, Faculty of Social Sciences, vol. 63(4), pages 327-359, August.
- Sasa Zikovic & Randall Filer, 2012. "Ranking of VaR and ES Models: Performance in Developed and Emerging Markets," CESifo Working Paper Series 3980, CESifo Group Munich.
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