problems of traditional mean-variance optimization originating from model- and estimation errors. In order to simultaneously …-of-sample volatility if a jump in systematic risk occurs. Chapter 2 introduces a covariance estimation approach which is based solely on … characteristic company information. In contrast to traditional, time series based estimation procedures which typically lead to …