Model Complexity
From Open Risk Manual
Definition
Model Complexity is an attribute of a model referring to the technical sophistication or quantity of its components or elements. Complex models are models with many moving parts or components or models that rely on elaborate mathematical frameworks.
It is generally considered the case that increased model complexity carries higher Model Risk
Issues and Challenges
- Complexity is a subjective and contextual term and there is a lack of an overall agreed framework to define complexity