In many economic applications it is desirable to make future predictions about the financial status of a company. The focus of predictions is mainly if a company will default or not. A support vector machine (SVM) is one learning method which uses historical data to establish a classification...

The financial crisis of 2008 has many causes, with the role of executive compensation in creating excessive risk taking being frequently cited in the press and by policy makers as a leading candidate. The evidence for or against is scarce. This paper assembles panel data on 117 financial firms...