- Use exposure level statistical models as the basis for pooling/mapping
- to enable better risk differentiation and calibration
- to assure all potential factors have been considered
- Use reference definition of default or custom definition
- Build customer or account level models
- Evaluate various statistical modelling approaches
- Scorecards
- Logistic Regression
- Trees
- Neural Networks