Robust Bayesian Synthetic Likelihood via a Semi-Parametric Approach

16 September 2018

Papers citing "Robust Bayesian Synthetic Likelihood via a Semi-Parametric Approach"

12 / 12 papers shown

Title
Copula Approximate Bayesian Computation Using Distribution Random Forests G. Karabatsos 42 1 0 28 Feb 2024
Bayesian Synthetic Likelihood David T. Frazier Christopher C. Drovandi David J. Nott 39 217 0 09 May 2023
Better Together: pooling information in likelihood-free inference David T. Frazier Christopher C. Drovandi David J. Nott 19 1 0 05 Dec 2022
Likelihood-Free Inference with Generative Neural Networks via Scoring Rule Minimization Lorenzo Pacchiardi Ritabrata Dutta TPM BDL UQCV GAN 26 18 0 31 May 2022
Weakly informative priors and prior-data conflict checking for likelihood-free inference Atlanta Chakraborty David J. Nott Michael Evans 22 4 0 21 Feb 2022
Population Calibration using Likelihood-Free Bayesian Inference Christopher C. Drovandi Brodie A. J. Lawson A. Jenner A. Browning 17 2 0 04 Feb 2022
Multifidelity multilevel Monte Carlo to accelerate approximate Bayesian parameter inference for partially observed stochastic processes D. Warne Thomas P. Prescott Ruth Baker Matthew J. Simpson 22 15 0 26 Oct 2021
A Comparison of Likelihood-Free Methods With and Without Summary Statistics Christopher C. Drovandi David T. Frazier 34 33 0 03 Mar 2021
Efficient Bayesian synthetic likelihood with whitening transformations Jacob W. Priddle Scott A. Sisson David T. Frazier Christopher C. Drovandi 16 18 0 11 Sep 2019
Bayesian inference using synthetic likelihood: asymptotics and adjustments David T. Frazier David J. Nott Christopher C. Drovandi Robert Kohn 23 40 0 13 Feb 2019
ABCpy: A High-Performance Computing Perspective to Approximate Bayesian Computation Ritabrata Dutta Marcel Schoengens Lorenzo Pacchiardi Avinash Ummadisingu Nicole Widmer Pierre Künzli J. Onnela Antonietta Mira 29 25 0 13 Nov 2017
Bayesian inference for stochastic differential equation mixed effects models of a tumor xenography study Umberto Picchini J. Forman 39 23 0 09 Jul 2016