A Consistent Bayesian Formulation for Stochastic Inverse Problems Based on Push-forward Measures

T. Butler, J. D. Jakeman, T. Wildey

We formulate, and present a numerical method for solving, an inverse problem for inferring parameters of a deterministic model from stochastic observational data (quantities of int…