This course introduces to some modern credit risk methodologies. It will not only introduce the theoretical concepts of default models that are used in banking practice, but will also use computer-based applications and software (Microsoft Excel) to implement the theoretical concepts into practice.
The course will cover different approaches to determine individual probabilities of default. Examples of these approaches comprise credit scoring models, rating transitions (credit migration approach), or the Merton model as an approach to default modeling based on option pricing theory. The course will also cover some concepts of the regulation of credit risk as outlined in the Basel accords, and will discuss portfolio credit risk. Finally, students will become familiar with the products used in today’s credit markets such as internal and external ratings or credit default swaps (CDS), an insurance contract against default.
The course will not only present the theoretical concepts but also deepen the knowledge of the different credit risk management tools by a hands-on implementation in Microsoft Excel. Any pre-knowledge in MS Excel is useful, but not necessarily required for this course.