A Bayesian Computer Model Analysis of Robust Bayesian Analyses

We harness the power of Bayesian emulation techniques, designed to aid analysis complex computer models, examine structure analyses themselves. These techniques facilitate robust and/or sensitivity problems, and hence allow global exploration impacts choices made in both likelihood prior specification. show how previously intractable problems robustness studies can be overcome using these methods other scientists quickly extract approximations posterior results corresponding their own particular subjective The utility flexibility our method is demonstrated on a reanalysis real application where were employed capture beliefs about river flow. discuss obvious extensions directions future research that such an approach opens up.