Risk and Decision Analysis for Management and Policy. This information is for the 2015/16 session. ... (decision trees, influence diagrams, and risk analysis). The course is suitable for third-year ...

In this paper, we employ a gradient-boosting decision-tree (GBDT) method to improve firm failure prediction and explain how to better analyze the relative importance of each financial variable.