Description: With so many different models and ways of building them, the task of organizing our thinking about models can seem overwhelming. The paper proposes a framework of four categories of models and seven attributes. By comparing each model category across these attributes, it provides insight into practical questions like, "are some modeling approaches inherently better than others?" and "how should the level and type of model risk management effort depend on model category?"

Description: With so many different models and ways of building them, the task of organizing our thinking about models can seem overwhelming. The paper proposes a framework of four categories of models and seven attributes. By comparing each model category across these attributes, it provides insight into practical questions like, "are some modeling approaches inherently better than others?" and "how should the level and type of model risk management effort depend on model category?"