Variance-based sensitivity of Bayesian inverse problems to the prior distribution

John E. Darges, Alen Alexanderian, Pierre A. Gremaud

The formulation of Bayesian inverse problems involves choosing prior distributions; choices that seem equally reasonable may lead to significantly different conclusions. We develop…