- Use exposure level prediction of workout LGD
- For defaulted and non-defaulted exposures
- Make overall or componentwise prediction
- Collection/ collateral, revenue/cost
- Evaluate various statistical modeling approaches
- Linear and Non-Linear Regression
- Regression Trees
- Neural Networks
- Use similar techniques for Credit Conversion Factor (CCF) modeling