Mit der Einführung von automatisierten Handelssystemen stehen Investoren vor der Wahl, entweder Investitionen weiterhin manuell durchzuführen oder einen Teil der Entscheidungsgewalt an Computerprogramme abzugeben. Die vorliegende Arbeit widmet sich der Frage, welche Auswirkungen die Nutzung...

The 27th SUERF Colloquium in Munich in June 2008: New Trends in Asset Management: Exploring the Implications was already topical in the Summer of 2008. The subsequent dramatic events in the Autumn of 2008 made the presentations in Munich even more relevant to investors and bankers that want to...

This paper provides a review on machine learning methods applied to the asset management discipline. Firstly, we describe the theoretical background of both machine learning and finance that will be needed to understand the reviewed methods. Next, the main datasets and sources of data are...