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...

Numerous reasearch attempts in predicting business failures and or bankruptcy are well documented in corporate finance. Attempts to develop bankruptcy prediction continues since commercial banks, public accounting firms, bond rating agencies, for example have advocated for such information to...

Modern statistical analysis requires standardization, transparency, interactivity, and reproducibility. This thesis presents an add-in based solution building on Microsoft’s COM technology which aims to fulfil these requirements. We will argue in favor of open and flexible environments within...

This master thesis discusses selected topics of Functional Data Analysis (FDA). FDA deals with the random variables (and process) with realizations in the (smooth) functional space. The first part of this thesis introduces the basic assumptions, notation and ideas of FDA, here we will mainly...