Abstract:
We discuss how sensitivity and (reverse and forward) stress testing of a risk management model can be tackled solving an optimisation problem where the f-divergence of an alternative scenario is minimised under some constraints. The special cases of KL- and chi2-divergence are given special attention, and some features of the general f-divergence case are investigated.