An Application of Extreme Value Theory for Measuring Financial Risk
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DOI: 10.1007/s10614-006-9025-7
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- Francis X. Diebold & Til Schuermann & John D. Stroughair, 2000.
"Pitfalls and Opportunities in the Use of Extreme Value Theory in Risk Management,"
Journal of Risk Finance, Emerald Group Publishing Limited, vol. 1(2), pages 30-35, January.
- Francis X. Diebold & Til Schuermann & John D. Stroughair, 1998. "Pitfalls and Opportunities in the Use of Extreme Value Theory in Risk Management," Center for Financial Institutions Working Papers 98-10, Wharton School Center for Financial Institutions, University of Pennsylvania.
- Francis X. Diebold & Til Schuermann & John D. Stroughair, 1998. "Pitfalls and Opportunities in the Use of Extreme Value Theory in Risk Management," New York University, Leonard N. Stern School Finance Department Working Paper Seires 98-081, New York University, Leonard N. Stern School of Business-.
- ROCKINGER, Michael & JONDEAU, Eric, 1999.
"The Tail Behavior of Stock Returns: Emerging versus Mature Markets,"
HEC Research Papers Series
668, HEC Paris.
- Jondeau, E. & Rockinger, M., 1999. "The Tail Behavior of Sotck Returns: Emerging Versus Mature Markets," Working papers 66, Banque de France.
- Michel M. Dacorogna, & Ulrich A. Muller & Olivier V. Pictet & Casper De Vries,, "undated". "The Distribution of Extremal Foreign Exchange Rate Returns in Extremely Large Data Sets," Working Papers 1992-10-22, Olsen and Associates.
- McNeil, Alexander J. & Frey, Rudiger, 2000. "Estimation of tail-related risk measures for heteroscedastic financial time series: an extreme value approach," Journal of Empirical Finance, Elsevier, vol. 7(3-4), pages 271-300, November.
- Jón Daníelsson & Casper G. de Vries, 1998.
"Beyond the Sample: Extreme Quantile and Probability Estimation,"
Tinbergen Institute Discussion Papers
98-016/2, Tinbergen Institute.
- Jon Danielsson & Casper G. de Vries, 1998. "Beyond the Sample: Extreme Quantile and Probability Estimation," FMG Discussion Papers dp298, Financial Markets Group.
- Danielsson, Jon & Vries, Casper, 1998. "Beyond the sample: extreme quantile and probability estimation," LSE Research Online Documents on Economics 119141, London School of Economics and Political Science, LSE Library.
- repec:adr:anecst:y:2000:i:60:p:10 is not listed on IDEAS
- Jon Danielsson & Casper G. De Vries, 2000.
"Value-at-Risk and Extreme Returns,"
Annals of Economics and Statistics, GENES, issue 60, pages 239-270.
- Danielsson, Jon & Vries, Casper, 1997. "Value-at-risk and extreme returns," LSE Research Online Documents on Economics 119166, London School of Economics and Political Science, LSE Library.
- Jón Daníelsson & Casper G. de Vries, 1998. "Value-at-Risk and Extreme Returns," Tinbergen Institute Discussion Papers 98-017/2, Tinbergen Institute.
- Peter F. Christoffersen & Francis X. Diebold, 2000.
"How Relevant is Volatility Forecasting for Financial Risk Management?,"
The Review of Economics and Statistics, MIT Press, vol. 82(1), pages 12-22, February.
- Peter F. Christoffersen & Francis X. Diebold, 1997. "How Relevant is Volatility Forecasting for Financial Risk Management?," Center for Financial Institutions Working Papers 97-45, Wharton School Center for Financial Institutions, University of Pennsylvania.
- Peter F. Christoffersen & Francis X. Diebold, 1998. "How Relevant is Volatility Forecasting for Financial Risk Management?," New York University, Leonard N. Stern School Finance Department Working Paper Seires 98-080, New York University, Leonard N. Stern School of Business-.
- Peter F. Christoffersen & Francis X. Diebold, 1998. "How Relevant is Volatility Forecasting for Financial Risk Management?," NBER Working Papers 6844, National Bureau of Economic Research, Inc.
- Philippe Artzner & Freddy Delbaen & Jean‐Marc Eber & David Heath, 1999. "Coherent Measures of Risk," Mathematical Finance, Wiley Blackwell, vol. 9(3), pages 203-228, July.
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Keywords
extreme value theory; generalized pareto distribution; generalized extreme value distribution; quantile estimation; risk measures; maximum likelihood estimation; profile likelihood confidence intervals;All these keywords.
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