Credit Risk Modeling
Credit Risk Modeling
CREDIT RISK MODELING
My interest in credit risk modeling is due to the fact that it is a wide-open field for applications of probability theory and stochastic processes as well as statistical techniques. Keywords include:
• Rating Systems
• Loss Given Default
• Exposure at Default
• Potential Exposure for counterparty credit risk
• Expected Loss
• Economic Capital
• Regulatory Capital
• Default Probabilities and corresponding term structures
• Structured credit and credit derivatives
• Collateralized (securities-based) lending
• Credit spreads and risk-adjusted pricing
If one tries to integrate some of the most common quantities arising in credit risk modeling into one single chart, the illustration below is a possible outcome.