Search Results for author: Charita Dellaporta

Found 2 papers, 1 papers with code

Robust Bayesian Inference for Berkson and Classical Measurement Error Models

no code implementations2 Jun 2023 Charita Dellaporta, Theodoros Damoulas

This approach gives rise to a general framework that is suitable for both Classical and Berkson error models via the appropriate specification of the prior centering measure of a Dirichlet Process (DP).

Bayesian Inference

Robust Bayesian Inference for Simulator-based Models via the MMD Posterior Bootstrap

1 code implementation9 Feb 2022 Charita Dellaporta, Jeremias Knoblauch, Theodoros Damoulas, François-Xavier Briol

Simulator-based models are models for which the likelihood is intractable but simulation of synthetic data is possible.

Bayesian Inference

Cannot find the paper you are looking for? You can Submit a new open access paper.