Worst-case conditional value-at-risk and conditional expected shortfall based on covariance information |
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Authors: | Tiantian Mao Qi Zhao Qinyu Wu |
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Institution: | Department of Statistics and Finance, School of Management, University of Science and Technology of China, Hefei 230026, China |
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Abstract: | In this paper, we study the worst-case conditional value-at-risk (CoVaR) and conditional expected shortfall (CoES) in a situation where only partial information on the underlying probability distribution is available. In the case of the first two marginal moments are known, the closed-form solution and the value of the worst-case CoVaR and CoES are derived. The worst-case CoVaR and CoES under mean and covariance information are also investigated. |
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Keywords: | conditional value-at-risk conditional expected shortfall distributional uncertainty |
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