David T. Frazier

Model Misspecification in Approximate Bayesian Computation: Consequences and Diagnostics

David T. Frazier, Christian P. Robert, Judith Rousseau · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2020 · 60 citations

Bayesian Statistic, Bayesian Decision Theory, Engineering +16

Auxiliary Likelihood-Based Approximate Bayesian Computation in State Space Models

Gael M. Martin, Brendan McCabe, David T. Frazier et al. · Journal of Computational and Graphical Statistics · 2018 · 35 citations · Full text

Auxiliary Likelihood Function, Bayesian Statistic, Bayesian Decision Theory +18

Bayesian Inference Using Synthetic Likelihood: Asymptotics and Adjustments

David T. Frazier, David J. Nott, Christopher Drovandi et al. · Journal of the American Statistical Association · 2022 · 32 citations · Full text

Robust Approximate Bayesian Inference With Synthetic Likelihood

David T. Frazier, Christopher Drovandi · Journal of Computational and Graphical Statistics · 2021 · 30 citations

Bayesian Statistic, Bayesian Statistics, Engineering +11

A comparison of likelihood-free methods with and without summary statistics

Christopher Drovandi, David T. Frazier · Statistics and Computing · 2022 · 28 citations · Full text