Robust Prediction with Risk Measures

Abstract

This thesis deals with coherent risk measures and its simulation with respect to different probability distributions. This study gives a numerical scheme to approximate any coherent risk measure via a sum of specific quantiles. We give the theoretical background on coherent risk measures in the first part and in the second part of this thesis we illustrate our findings via several simulations.