W. Dawson

Posterior Geometry and Identifiability in Multi-Response Bayesian Calibration

Calibration under model misspecification is inherently ill-posed because calibration parameters and structural discrepancy are statistically confounded without additional assumptions. Bayesian formulations address this ambiguity through prior and covariance modeling choices, including multi-response observations and cr...