Model Risk versus Model Validation
From Open Risk Manual
Model Risk versus Model Validation
Model Risk and Model Validation are related concepts encountered around the governance of various risk models.
- Model Risk is a complex Risk Type. It refers to the potential for error in the development and implementation of a model and/or the application or interpretation of model results. In turn such model errors can lead to a variety of financial and / or reputational loss events.
- Model Validation is a Risk Mitigation strategy. It is the set of principles, practices and organizational arrangements supporting a rigorous (audited) Model Development and validation cycle.
Model Validation is necessary because of Model Risk (both conceptual and implementation issues) but does not eliminate it. Model validation is thus a Risk Mitigation activity and there is always a degree of Residual Risk