Asymptotics of cut distributions and robust modular inference using Posterior Bootstrap

Emilia Pompe, Mikołaj J. Kasprzak, Pierre E. Jacob

Bayesian inference provides a framework to combine various model components with shared parameters, allowing joint uncertainty estimation and the use of all available data sources.…