In this chapter, we discuss the nature, properties and pitfalls of a number of credit risk model
validation methods. We focus on metrics of discriminatory power between sick and healthy
loans, their association and their properties as random variables, which may lead to pitfalls
in model validation processes. We conclude with a discussion of bootstrap and credit-rating
combinations.