INSTABILITY OF PORTFOLIO OPTIMIZATION UNDER COHERENT RISK MEASURES
Imre Kondor () and
István Varga-Haszonits ()
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Imre Kondor: Collegium Budapest — Institute for Advanced Study, Szentháromság u. 2, H-1014 Budapest, Hungary;
István Varga-Haszonits: Department of Physics of Complex Systems, Eötvös University, Pázmány Péter Sétány 1/A, H-1117 Budapest, Hungary;
Advances in Complex Systems (ACS), 2010, vol. 13, issue 03, 425-437
Abstract:
It is shown that the axioms for coherent risk measures imply that whenever there is a pair of portfolios such that one of them dominates the other in a given sample (which happens with finite probability even for large samples), then there is no optimal portfolio under any coherent measure on that sample, and the risk measure diverges to minus infinity. This instability was first discovered in the special example of Expected Shortfall which is used here both as an illustration and as a springboard for generalization.
Keywords: Coherent risk measures; portfolio optimization; expected shortfall; financial risk; estimation; 89.65.Gh; 89.75.-k; 02.60.Nm; G11; C13; D81 (search for similar items in EconPapers)
Date: 2010
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Citations: View citations in EconPapers (14)
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Persistent link: https://EconPapers.repec.org/RePEc:wsi:acsxxx:v:13:y:2010:i:03:n:s0219525910002591
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DOI: 10.1142/S0219525910002591
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