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Sensitivity Analysis of Values at Risk Author info | Abstract | Publisher info | Download info | Related research | Statistics Gouriéroux, Christian (CREST; CEPREMAP)
Laurent, J.P. (Université de Lyon I, ISFA; CREST)
Scaillet, Olivier () (UNIVERSITE CATHOLIQUE DE LOUVAIN, Institut de Recherches Economiques et Sociales (IRES); UNIVERSITE CATHOLIQUE DE LOUVAIN, Institut d’Administration et de Gestion (IAG))
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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 an portfolio of French stocks.
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Paper provided by Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES) in its series Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES) Discussion Paper with number
2000002.
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Length: 27
Date of creation: 00 Jun 1999Date of revision:
00 Jan 2000Handle: RePEc:ctl:louvir:2000002Contact details of provider: Postal: Place Montesquieu 3, 1348 Louvain-la-Neuve (Belgium) Fax: +32 10473945 Email: Web page: http://www.uclouvain.be/econ More information through EDIRC
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Keywords: Value at Risk risk management VaR efficient portfolio iso VaR kernel estimators quantile Other versions of this item:
Article Paper Christian Gourieroux & J. P. Laurent & Olivier Scaillet, 2000.
"Sensitivity Analysis of Values at Risk ,"
Econometric Society World Congress 2000 Contributed Papers
0162, Econometric Society.
[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.
Gourieroux, C. & Laurent, J.P. & Scaillet, O., 2000.
"Sensitivity Analysis of Values at Risk ,"
Papers
2000-05, Institut National de la Statistique et des Etudes Economiques-.
Find related papers by JEL classification: C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: General - - - Semiparametric and Nonparametric Methods D81 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Criteria for Decision-Making under Risk and Uncertainty G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
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References listed on IDEAS Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile , click on "citations" and make appropriate adjustments.: Christian Gollier & Pierre-François Koehl & Jean-CharlesRochet, 1996.
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