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...

Informed capital is a crucial ingredient to a well-functioning market for start-up finance, especially in times of difficult market conditions. For bank-based systems, the question regarding which investors actually supply informed capital has not yet been answered. To fill this gap, we conduct...

Using a unique, large panel of German firms, we examine whether participation in business groups reduces the sensitivity of investment to cash flow. The main finding is that the reduction in the sensitivity is small for small firms and negligible for medium and large firms. We argue that by...