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The quickest way to lose the money you cannot afford to lose: reverse stress testing with maximum entropy

机译:损失您无法承受的金钱的最快方法:反向压力测试,具有最大的熵

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摘要

We extend a technique devised by Saroka and Rebonato to "optimally" deform a yield curve in order to deal with a common and practically relevant class of optimization problems subject to linear constraints. In particular, we show how the idea can be applied to the case of reverse stress testing, andwepresent a case study to illustrate how it works. Finally, we point out a maximum-entropy interpretation of (or justification for) the procedure and present some obvious generalizations.
机译:我们扩展了由Saroka和Rebonato设计的技术,以“优化”变形屈服曲线,以处理受线性约束的常见且与实际相关的优化问题。特别是,我们展示了如何将该想法应用于反向压力测试的案例,并提供了一个案例研究来说明其工作原理。最后,我们指出了该过程的最大熵解释(或证明其合理性),并给出了一些明显的概括。

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