Summary

In this chapter, we reviewed the regulatory influences on credit risk, and understood key aspects and metrics. We also introduced the concept of a generalized linear model using Proc Genmod. We showcased how a logistic model can be built using Genmod. We also discussed how ROC curves can help us compare models.

In the next chapter, we will introduce methodologies for budget and demand forecasting.