-of-sample performance. This thesis introduces three methods with the common objective to remedy those shortcomings. Chapter 1 addresses the … attractive behaviour as pure covariance regularization during normal times and improved performance as measured by out …. Insbesondere führt sie zu notorisch extremen und unrobusten Allokationen, was die out-of-sample Performance stark beeinträchtigen …