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Coherent Measures of Risk
Authors:Philippe Artzner  Freddy Delbaen  Jean-Marc Eber  & David Heath
Institution:UniversitéLouis Pasteur, Strasbourg,;Eidgen"ossische Technische Hochschule, Z"urich,;SociétéGénérale, Paris,;Carnegie Mellon University, Pittsburgh
Abstract:

In this paper we study both market risks and nonmarket risks, without complete markets assumption, and discuss methods of measurement of these risks. We present and justify a set of four desirable properties for measures of risk, and call the measures satisfying these properties "coherent." We examine the measures of risk provided and the related actions required by SPAN, by the SEC/NASD rules, and by quantile-based methods. We demonstrate the universality of scenario-based methods for providing coherent measures. We offer suggestions concerning the SEC method. We also suggest a method to repair the failure of subadditivity of quantile-based methods.

Keywords:aggregation of risks  butterfly  capital requirement  coherent risk measure  concentration of risks  currency risk  decentralization  extremal events risk  insurance risk  margin requirement  market risk  mean excess function  measure of risk  model risk  net worth  quantile  risk-based capital  scenario  shortfall  subadditivity  tail value at risk  value at risk
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