Stock picking is the field of financial analysis that is of particular interest for many professional investors and researchers. There is a lot of research evidence supporting the fact that stock returns can effectively be forecasted. While various modeling techniques could be employed for stock...

This study gives an outline of modern theory of classification and regression trees (CART) and shows the advantages of CART applications in finance. Practical issues regarding CART applications and core implementation are presented. The second part of the work is mainly concentrated on DAX30...

In this study a framework for an online database-driven repository of information – QuantNet – is presented. QuantNet is aimed at easing the process of web publishing for those who are unfamiliar with technical details and markup languages. At the same time advanced users are provided with...

In this study a framework for an online database-driven repository of information - QuantNet - is presented. QuantNet is aimed at easing the process of web publishing for those who are unfamiliar with technical details and markup languages. At the same time advanced users are provided with easy...

SFB 649 Discussion Paper 2008-009 Recursive Portfolio Selection with Decision Trees Anton Andriyashin* Wolfgang Härdle* Roman Timofeev* * Humboldt-Universität zu Berlin, Germany This research was supported by the Deutsche Forschungsgemeinschaft through the...

The behaviour of market agents has always been extensively covered in the literature. Risk averse behaviour, described by von Neumann and Morgenstern (1944) via a concave utility function, is considered to be a cornerstone of classical economics. Agents prefer a fixed profit over uncertain...

Here we develop methods for e±cient pricing multidimensional discrete-time American and Bermudan options by using regression based algorithms together with a new approach towards constructing upper bounds for the price of the option...