Differential Validity Testing

Differential Validity Testing

Control

If applicable, test Model(s) for differential validity. Evaluate whether Model performance varies meaningfully by (Sub)population, with a special focus on any groups that are underrepresented in modelling data.

Aim

To (a) ensure that the Model's predictive abilities aren't isolated in or concentrated to (Sub)population members; and (b) highlight associated risks that might occur in the Product Lifecycle.