Constructing Uncertainty Sets for Robust Risk Measures: A Composition of $\varphi$-Divergences Approach to Combat Tail Uncertainty

Guanyu Jin, Roger J. A. Laeven, Dick den Hertog +1

Risk measures, which typically evaluate the impact of extreme losses, are highly sensitive to misspecification in the tails. This paper studies a robust optimization approach to co…