Efficient Bayesian synthetic likelihood with whitening transformations

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Efficient Bayesian synthetic likelihood with whitening transformations

11 September 2019

Jacob W. Priddle

Scott A. Sisson

David T. Frazier

Christopher C. Drovandi

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Papers citing "Efficient Bayesian synthetic likelihood with whitening transformations"

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Title
Wasserstein Gaussianization and Efficient Variational Bayes for Robust Bayesian Synthetic Likelihood Nhat-Minh Nguyen Minh-Ngoc Tran Christopher C. Drovandi David J. Nott 36 1 0 24 May 2023
Better Together: pooling information in likelihood-free inference David T. Frazier Christopher C. Drovandi David J. Nott 65 1 0 05 Dec 2022
Population Calibration using Likelihood-Free Bayesian Inference Christopher C. Drovandi Brodie A. J. Lawson A. Jenner A. Browning 51 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 58 16 0 26 Oct 2021
Synthetic Likelihood in Misspecified Models: Consequences and Corrections David T. Frazier Christopher C. Drovandi David J. Nott 65 10 0 08 Apr 2021
A Comparison of Likelihood-Free Methods With and Without Summary Statistics Christopher C. Drovandi David T. Frazier 82 35 0 03 Mar 2021
Benchmarking Simulation-Based Inference Jan-Matthis Lueckmann Jan Boelts David S. Greenberg P. J. Gonçalves Jakob H. Macke 265 198 0 12 Jan 2021
Transformations in Semi-Parametric Bayesian Synthetic Likelihood Jacob W. Priddle Christopher C. Drovandi 13 2 0 03 Jul 2020
Bayesian inference using synthetic likelihood: asymptotics and adjustments David T. Frazier David J. Nott Christopher C. Drovandi Robert Kohn 84 41 0 13 Feb 2019