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Seven Proofs for the Subadditivity of Expected Shortfall

机译:预期短缺的次可加性的七个证明

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Subadditivity is the key property which distinguishes the popular risk measures Value-at-Risk andExpected Shortfall (ES). In this paper we offer seven proofs of the subadditivity of ES, some found in the literatureand some not. One of the main objectives of this paper is to provide a general guideline for instructorsto teach the subadditivity of ES in a course. We discuss the merits and suggest appropriate contexts for eachproof.With different proofs, different important properties of ES are revealed, such as its dual representation,optimization properties, continuity, consistency with convex order, and natural estimators.
机译:次可加性是区分常见风险度量值的风险值和预期短缺(ES)的关键属性。在本文中,我们提供了ES的亚可加性的七个证明,有的在文献中发现,有的没有。本文的主要目的之一是为教师提供在课程中教授ES的亚可加性的一般指南。我们讨论了优缺点,并为每种证明提出了适当的背景。通过不同的证明,揭示了ES的不同重要性质,例如其双重表示,优化性质,连续性,与凸序一致和自然估计。

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