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1909.04857
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Efficient Bayesian synthetic likelihood with whitening transformations
Journal of Computational And Graphical Statistics (JCGS), 2019
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"
13 / 13 papers shown
A Comprehensive Guide to Simulation-based Inference in Computational Biology
Xiaoyu Wang
Ryan P. Kelly
A. Jenner
D. Warne
Christopher C. Drovandi
369
7
0
29 Sep 2024
Wasserstein Gaussianization and Efficient Variational Bayes for Robust Bayesian Synthetic Likelihood
Journal of Computational And Graphical Statistics (JCGS), 2023
Nhat-Minh Nguyen
Minh-Ngoc Tran
Christopher C. Drovandi
David J. Nott
244
1
0
24 May 2023
Better Together: pooling information in likelihood-free inference
David T. Frazier
Christopher C. Drovandi
David J. Nott
263
1
0
05 Dec 2022
Improving the Accuracy of Marginal Approximations in Likelihood-Free Inference via Localisation
Journal of Computational And Graphical Statistics (JCGS), 2022
Christopher C. Drovandi
David J. Nott
David T. Frazier
289
6
0
14 Jul 2022
Guided sequential ABC schemes for intractable Bayesian models
Bayesian Analysis (Bayesian Anal.), 2022
Umberto Picchini
M. Tamborrino
584
14
0
24 Jun 2022
Population Calibration using Likelihood-Free Bayesian Inference
Christopher C. Drovandi
Brodie A. J. Lawson
A. Jenner
A. Browning
197
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
286
21
0
26 Oct 2021
Synthetic Likelihood in Misspecified Models: Consequences and Corrections
Journal of the American Statistical Association (JASA), 2021
David T. Frazier
Christopher C. Drovandi
David J. Nott
250
13
0
08 Apr 2021
A Comparison of Likelihood-Free Methods With and Without Summary Statistics
Statistics and computing (Stat Comput), 2021
Christopher C. Drovandi
David T. Frazier
385
40
0
03 Mar 2021
Benchmarking Simulation-Based Inference
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Jan-Matthis Lueckmann
Jan Boelts
David S. Greenberg
P. J. Gonçalves
Jakob H. Macke
519
249
0
12 Jan 2021
Transformations in Semi-Parametric Bayesian Synthetic Likelihood
Jacob W. Priddle
Christopher C. Drovandi
230
2
0
03 Jul 2020
BSL: An R Package for Efficient Parameter Estimation for Simulation-Based Models via Bayesian Synthetic Likelihood
Journal of Statistical Software (JSS), 2019
Ziwen An
Leah F. South
Christopher C. Drovandi
252
15
0
25 Jul 2019
Bayesian inference using synthetic likelihood: asymptotics and adjustments
Journal of the American Statistical Association (JASA), 2019
David T. Frazier
David J. Nott
Christopher C. Drovandi
Robert Kohn
461
52
0
13 Feb 2019
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