2 papers
stat.ME2026
Inverse Probability Weighting in a Post-Bayesian World
Owen Thomas, William Denault, Valeria Vitelli
We present a justification of the use of Inverse Probability Weighting (IPW) in a post-Bayesian framework, in which the bias-correction provided by IPW in a frequentist context is…
stat.CO2025
Misspecification-robust likelihood-free inference in high dimensions
Owen Thomas, Raquel Sá-Leão, HermÃnia de Lencastre +3
Likelihood-free inference for simulator-based statistical models has developed rapidly from its infancy to a useful tool for practitioners. However, models with more than a handful…