Detecting and diagnosing prior and likelihood sensitivity with power-scaling

Noa Kallioinen, Topi Paananen, Paul-Christian Bürkner +1

Determining the sensitivity of the posterior to perturbations of the prior and likelihood is an important part of the Bayesian workflow. We introduce a practical and computationall…