Risk Aversion and Coherent Risk Measures: a Spectral Representation Theorem
Company: Abaxbank
Year Of Publication: 2001
Month Of Publication: July
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Language: EN
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Date: 7-30-2002
Publisher: Administrator
Summary
We study a space of coherent risk measures M? obtained as certain expansions of coherent elementary basis measures. In this space, the concept of “Risk Aversion Function” ? naturally arises as the spectral representation of each risk measure in a space of functions of confidence level probabilities. We give necessary and su .cient conditions on ? for M ? to be a coherent measure. We find in this way a simple interpretation of the concept of coherence and a way to map any rational investor’s subjective risk aversion onto a coherent measure and vice—versa. We also provide for these measures their discrete versions M?(N) acting on finite sets of N independent realizations of a r.v. which are not only shown to be coherent measures for any fixed N, but also consistent estimators of M? for large N.Finally,wefind in our results some interesting and not yet fully investigated relationships with certain results known in insurance mathematical literature.
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Expected Shortfall Risk measure value-at-risk VaR conditional CVaR coherence quantile sub-additivity 
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VaR Methods——Properties of VaR
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