Cotter, John (2007): Extreme risk in Asian equity markets.
Preview |
PDF
MPRA_paper_3536.pdf Download (396kB) | Preview |
Abstract
Extreme 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.
Item Type: | MPRA Paper |
---|---|
Original Title: | Extreme risk in Asian equity markets |
Language: | English |
Subjects: | G - Financial Economics > G1 - General Financial Markets > G15 - International Financial Markets G - Financial Economics > G1 - General Financial Markets |
Item ID: | 3536 |
Depositing User: | John Cotter |
Date Deposited: | 13 Jun 2007 |
Last Modified: | 28 Sep 2019 06:47 |
References: | Acerbi, C., and D. Tasche, 2001, Expected shortfall: a natural alternative to value at risk, Economic Notes, 31, 379-388. Acerbi, C., 2004, Coherent representations of subjective risk-aversion, pp. 147-207 in Risk Measures for the 21st Century, G. Szego (Ed), New York: Wiley. Adcock, C.J. and K. Shutes, An analysis of skewness and skewness persistence in three emerging markets, Emerging Market Review, 6, 396-418. Artzner, P., F. Delbaen, J.-M. Eber, and D. Heath, 1999, Coherent measures of risk, Mathematical Finance 9, 203-228. Balkema, A. A., de Haan, L., 1974, Residual lifetime at great age. Annals of Probability 2, 792–804. Cotter, J., 2001, Margin Exceedences for European Stock Index Futures using Extreme Value Theory, Journal of Banking and Finance, 25, 1475-1502. Cotter, J., and K. Dowd, 2006, Extreme Spectral Risk Measures: An Application to Futures Clearinghouse Margin Requirements, Journal of Banking and Finance, 30, 3469- 3485. Embrechts, P., Kluppelberg, C., and Mikosch, T., 1997, Modelling extremal events, (Springer, Berlin). Koedijk, K. G. and C. J. M. Kool, 1994. Tail Estimates and the EMS Target Zone, Review of International Economics, 2: 153-165. Longin, F.M, 1996, The asymptotic distribution of extreme stock market returns, Journal of Business, 63, 383-408. Loretan, M. and Phillips, P. C. B., 1994. Testing the Covariance Stationarity of Heavytailed Time Series, Journal of Empirical Finance, 1, 211-248. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/3536 |