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Modelling extreme financial returns of global equity markets

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Author Info
Cotter, John

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Abstract

Extreme asset price movements appear to be more pronounced recently and have major consequences for an economy’s financial stability and monetary policies. This paper investigates the extreme behaviour of equity market returns and quantifies the probabilities of these losses. Taking fourteen major equity markets the study is able to ascertain similarities and divergences in the tail returns from around the world. To do so, it applies extreme value theory to equity indices representing American, Asian and European markets. The paper finds that all markets tail realisations are adequately modelled with the fat-tailed Fréchet distribution. Furthermore tail realisations associated with the downside of a distribution are greater than those associated with the upside, and extreme returns for Asian markets are usually larger than their European and American counterparts.

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File URL: http://mpra.ub.uni-muenchen.de/3532/
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Paper provided by University Library of Munich, Germany in its series MPRA Paper with number 3532.

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Date of creation: 2004
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Handle: RePEc:pra:mprapa:3532

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Find related papers by JEL classification:
G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
G10 - Financial Economics - - General Financial Markets - - - General (includes Measurement and Data)

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  1. Pownall, Rachel A. J. & Koedijk, Kees G., 1999. "Capturing downside risk in financial markets: the case of the Asian Crisis," Journal of International Money and Finance, Elsevier, vol. 18(6), pages 853-870, December. [Downloadable!] (restricted)
  2. Garber, Peter M, 1990. "Famous First Bubbles," Journal of Economic Perspectives, American Economic Association, vol. 4(2), pages 35-54, Spring. [Downloadable!] (restricted)
  3. Huisman, Ronald, et al, 2001. "Tail-Index Estimates in Small Samples," Journal of Business & Economic Statistics, American Statistical Association, vol. 19(2), pages 208-16, April.
  4. Cotter, John, 2004. "Tail Behaviour of the Euro," MPRA Paper 3531, University Library of Munich, Germany, revised 2005. [Downloadable!]
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  5. François Longin, 2001. "Extreme Correlation of International Equity Markets," Journal of Finance, American Finance Association, vol. 56(2), pages 649-676, 04. [Downloadable!] (restricted)
  6. de Vries, Casper G & Hartmann, Philipp & Straetmans, Stefan, 2001. "Asset Market Linkages in Crisis Periods," CEPR Discussion Papers 2916, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
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  7. Jansen, Dennis W. & Koedijk, Kees G. & de Vries, Casper G., 2000. "Portfolio selection with limited downside risk," Journal of Empirical Finance, Elsevier, vol. 7(3-4), pages 247-269, November. [Downloadable!] (restricted)
  8. Cotter, John, 2004. "Downside Risk for European Equity Markets," MPRA Paper 3537, University Library of Munich, Germany. [Downloadable!]
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  9. Cotter, John, 2000. "Margin Exceedences for European Stock Index Futures using Extreme Value Theory," MPRA Paper 3534, University Library of Munich, Germany, revised 2001. [Downloadable!]
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  10. Jón Daníelsson & Casper G. de Vries, 1998. "Value-at-Risk and Extreme Returns," Tinbergen Institute Discussion Papers 98-017/2, Tinbergen Institute. [Downloadable!]
  11. Allen, Franklin & Gale, Douglas, 2000. "Bubbles and Crises," Economic Journal, Royal Economic Society, vol. 110(460), pages 236-55, January. [Downloadable!] (restricted)
  12. Longin, Francois M., 2000. "From value at risk to stress testing: The extreme value approach," Journal of Banking & Finance, Elsevier, vol. 24(7), pages 1097-1130, July. [Downloadable!] (restricted)
  13. Longin, Francois M, 1996. "The Asymptotic Distribution of Extreme Stock Market Returns," Journal of Business, University of Chicago Press, vol. 69(3), pages 383-408, July. [Downloadable!] (restricted)
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This page was last updated on 2008-8-28.

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