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Sensitivity Analysis of Values at Risk Author info | Abstract | Publisher info | Download info | Related research | Statistics Christian Gourieroux (CREST and CEPREMAP)
J. P. Laurent (Universite de Lyon I and CREST)
Olivier Scaillet (Universite Catholique de Louvain)
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The aim of this paper is to analyze the sensitivity of Value at Risk (VaR) with respect to portfolio allocation. We derive analytical expressions for the first and second derivatives of the Value at Risk, and explain how they can be used to simplify statistical inference and to perform a local analysis of the Value at Risk. An empirical illustration of such an analysis is given for a portfolio of French stocks.
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Paper provided by Econometric Society in its series Econometric Society World Congress 2000 Contributed Papers with number
0162.
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Date of creation: 01 Aug 2000Date of revision:
Handle: RePEc:ecm:wc2000:0162Contact details of provider: Phone: 1 212 998 3820 Fax: 1 212 995 4487 Email: Web page: http://www.econometricsociety.org/pastmeetings.asp More information through EDIRC
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Article Paper Gouriéroux, Christian & Laurent, J.P. & Scaillet, Olivier, 1999.
"Sensitivity Analysis of Values at Risk ,"
Discussion Papers (IRES - Institut de Recherches Economiques et Sociales)
2000002, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES), revised 00 Jan 2000.
[Downloadable!] C. Gourieroux & J.P. Laurent & O. Scaillet, 2000.
"Sensitivity analysis of values at risk ,"
THEMA Working Papers
2000-04, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
Christian Gourieroux ; Jean-Paul Laurent ; Olivier Scaillet, 2000.
"Sensitivity Analysis of Values at Risk ,"
Working Papers
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