Data and uncertainty in extreme risks: a nonlinear expectations approach

Estimation of tail quantities, such as expected shortfall or Value at Risk, is a difficult problem. We show how the theory of nonlinear expectations, in particular the Data-robust expectation introduced in [5], can assist in the quantification of statistical uncertainty for these problems. However,...

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Bibliographic Details
Main Author: Cohen, S
Other Authors: Glau, K
Format: Conference item
Published: World Scientific Publishing 2018