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estimators of market risk. Despite advances in the theory and practice of evaluating risk, existing measures are notoriously poor … extreme value theory (EVT) to propose a multivariate estimation procedure for value-at-risk (VaR) and expected shortfall (ES …
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Empirical risk minimization is a standard principle for choosing algorithms in learning theory. In this paper we study …
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