Principles and methods of model validation for model risk reduction

Models, being incomplete and simplified representations of complex, real-world systems, contain simplifications and abstractions. However, models with errors or incorrect assumptions can suggest misleading results from the perspective of the decision-maker. Model risk arises from errors within models, or the incorrect use of models, and if undetected, can have significant impacts on businesses and organizations whose decisions and business...