Joint Bayesian Inference of Parameter and Discretization Error Uncertainties in ODE Models

Shoji Toyota, Yuto Miyatake

We address the problem of Bayesian inference for parameters in ordinary differential equation (ODE) models based on observational data. Conventional approaches in this setting typi…