Härdle, Wolfgang Karl; Moro, Rouslan A.; Schäfer, Dorothea - 2007
This paper proposes a rating methodology that is based on a non-linear classification method, the support vector machine, and a non-parametric technique for mapping rating scores into probabilities of default. We give an introduction to underlying statistical models and represent the results of...