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The Influence Of Confidence Level, Correlation And Volatility On Value At Risk. Six Case Studies

Author

Listed:
  • Izabela Pruchnicka-Grabias

    (Warsaw School of Economics, Republic of Poland)

Abstract

Studies show that hedge funds and other financial institutions often apply the standard deviation as a risk measure. Even if one looks at hedge fund internet pages with investment results data for investors, they usually present them with standard deviations and Sharpe indicators, neglecting the fact that their investment assets are not always normally distributed, as well as such important measures as for example kurtosis and skewness. The author estimates the correlation and volatility for selected investment assets and verifies assumptions of popular risk models concerning these parameters. The impact of the confidence level, correlation and volatility on Value at Risk is analyzed.

Suggested Citation

  • Izabela Pruchnicka-Grabias, 2014. "The Influence Of Confidence Level, Correlation And Volatility On Value At Risk. Six Case Studies," Interdisciplinary Management Research, Josip Juraj Strossmayer University of Osijek, Faculty of Economics, Croatia, vol. 10, pages 565-581.
    • Handle: RePEc:osi:journl:v:10:y:2014:p:565-581
    as

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    References listed on IDEAS

    as
    1. Stephen J. Brown & William N. Goetzmann & James Park, 1998. "Hedge Funds and the Asian Currency Crisis of 1997," NBER Working Papers 6427, National Bureau of Economic Research, Inc.
    2. Patrick McGuire & Eli Remolona & Kostas Tsatsaronis, 2005. "Time-varying exposures and leverage in hedge funds," BIS Quarterly Review, Bank for International Settlements, March.
    3. Conine, Thomas E, Jr & Tamarkin, Maurry, J, 1981. "On Diversification Given Asymmetry in Returns," Journal of Finance, American Finance Association, vol. 36(5), pages 1143-1155, December.
    4. Ingo Fender & John Kiff, 2004. "CDO rating methodology: Some thoughts on model risk and its implications," BIS Working Papers 163, Bank for International Settlements.
    5. Michael C. Jensen, 1968. "The Performance Of Mutual Funds In The Period 1945–1964," Journal of Finance, American Finance Association, vol. 23(2), pages 389-416, May.
    6. Elton, Edwin J & Gruber, Martin J, 1977. "Risk Reduction and Portfolio Size: An Analytical Solution," The Journal of Business, University of Chicago Press, vol. 50(4), pages 415-437, October.
    7. Eugene F. Fama, 1968. "Risk, Return And Equilibrium: Some Clarifying Comments," Journal of Finance, American Finance Association, vol. 23(1), pages 29-40, March.
    8. François-Serge LHABITANT, 2001. "Assessing Market Risk for Hedge Funds Portfolios," FAME Research Paper Series rp24, International Center for Financial Asset Management and Engineering.
    9. William F. Sharpe, 1964. "Capital Asset Prices: A Theory Of Market Equilibrium Under Conditions Of Risk," Journal of Finance, American Finance Association, vol. 19(3), pages 425-442, September.
    10. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
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    More about this item

    Keywords

    hedge funds; financial institutions; standard deviation; investment assets;
    All these keywords.

    JEL classification:

    • E44 - Macroeconomics and Monetary Economics - - Money and Interest Rates - - - Financial Markets and the Macroeconomy
    • O16 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Financial Markets; Saving and Capital Investment; Corporate Finance and Governance

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