2 papers
stat.ME2026
Asymptotics of cut distributions and robust modular inference using Posterior Bootstrap
Emilia Pompe, MikoÅaj 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.…
stat.CO2025
Solving the Poisson equation using coupled Markov chains
Randal Douc, Pierre E. Jacob, Anthony Lee +1
This article shows how coupled Markov chains that meet exactly after a random number of iterations can be used to generate unbiased estimators of the solutions of the Poisson equat…