Cotter, John (2004): Modelling extreme financial returns of global equity markets. Published in: Greek Economic Review
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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.
|Item Type:||MPRA Paper|
|Original Title:||Modelling extreme financial returns of global equity markets|
|Subjects:||G - Financial Economics > G1 - General Financial Markets > G15 - International Financial Markets
G - Financial Economics > G1 - General Financial Markets > G10 - General
|Depositing User:||John Cotter|
|Date Deposited:||13. Jun 2007|
|Last Modified:||12. Apr 2015 06:19|
Allen, F., and Gale, D., 2000, Bubbles and crises, Economic Journal, 110, 236- 255. Cotter, J., 2001, Margin Exceedences for European Stock Index Futures using Extreme Value Theory, Journal of Banking and Finance, 25, 1475-1502. Cotter, J., 2004, Downside Risk For European Equity Markets, Applied Financial Economics, 14, 707-716. Cotter, J., 2004, Tail Behaviour Of The Euro, Applied Economics, Forthcoming. Danielsson, J and de Vries, C. G., 2000, Value at Risk and Extreme Returns, Annales D’Economie et de Statistique, 60, 239-270. Danielsson, J, de Haan, L, Peng, L, and de Vries, C. G., 2001, Using a Bootstrap Method to Choose the Sample Fraction in Tail Index Estimation, Journal of Multivariate Analysis, 76, 226-248. Embrechts, P., Kluppelberg, C., and Mikosch, T., 1997, Modelling extremal events, (Springer, Berlin). Fisher, R.A. and Tippett, L.H.C, 1928, Limiting forms of the frequency distribution of the largest of smallest member of a sample, Proceedings of the Cambridge Philosophical Society, 24, 180-190. 23 Garber, P. M., 1990, Famous first bubbles, Journal of Economic Perspectives, 4, 85-101. Hartmann, P., Straemans, S, and de Vries, C., 2004, Asset market linkages in crises periods, Review of Economics and Statistics, Forthcoming. Huisman, R., Koedijk, K. G., Kool, C. J. M., and Palm, F., 2001. Tail-Index Estimates in Small Samples, Journal of Business and Economic Statistics, 19, 208-216. Jansen, D. W., Koedijk, K. G. and and de Vries, C. G., 2000. Portfolio selection with limited downside risk, Journal of Empirical Finance, 7, 247-269. Jenkinson, A.F., 1955, The frequency distribution of the annual maximum (or minimum) values of meteorological elements, Quarterly Journal of the Royal Meteorological Society, 81, 145-158. Kindleberger C. P., 2000, Manias, panics and crashes – A history of financial crises, 4th Edition, (Wiley, New York). Leadbetter, M. R., Lindgren G. and Rootzen, H., 1983, Extremes and Related Properties of Random Sequences and Processes, (Springer Verlag, New York). Longin, F.M, 1996, The asymptotic distribution of extreme stock market returns, Journal of Business, 63, 383-408. 24 Longin, F.M, 2000, From value at risk to stress testing: The extreme value approach, Journal of Banking and Finance, 24, 1097-1130. Longin, F. M. and Solnik, B., 2001, Extreme correlation of international equity markets, Journal of Finance, 56, 649-676. Loretan, M. and Phillips, P. C. B., 1994. Testing the Covariance Stationarity of Heavy-tailed Time Series, Journal of Empirical Finance, 1, 211-248. Pownall, R. A., and Koedijk, K. G., 1999. Capturing downside risk in financial markets: the case of the Asian Crisis, Journal of International Money and Finance, 18, 853–870. Quintos, C., Fan, Z., and Phillips, P. C. B., 2001. Structural Change Tests in Tail Behaviour and the Asian Crises, Review of Economic Studies, 68, 633-663.