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Articles

Delayed Acceptance ABC-SMC

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Pages 55-66 | Received 07 Aug 2017, Accepted 05 May 2020, Published online: 09 Jul 2020

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David J. Warne, Ruth E. Baker & Matthew J. Simpson. (2022) Rapid Bayesian Inference for Expensive Stochastic Models. Journal of Computational and Graphical Statistics 31:2, pages 512-528.
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Articles from other publishers (4)

Thomas P. Prescott, David J. Warne & Ruth E. Baker. (2024) Efficient multifidelity likelihood-free Bayesian inference with adaptive computational resource allocation. Journal of Computational Physics 496, pages 112577.
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David J. Warne, Thomas P. Prescott, Ruth E. Baker & Matthew J. Simpson. (2022) Multifidelity multilevel Monte Carlo to accelerate approximate Bayesian parameter inference for partially observed stochastic processes. Journal of Computational Physics 469, pages 111543.
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Simon Martina Perez, Heba Sailem & Ruth E. Baker. (2022) Efficient Bayesian inference for mechanistic modelling with high-throughput data. PLOS Computational Biology 18:6, pages e1010191.
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Thomas P. Prescott & Ruth E. Baker. (2021) Multifidelity Approximate Bayesian Computation with Sequential Monte Carlo Parameter Sampling. SIAM/ASA Journal on Uncertainty Quantification 9:2, pages 788-817.
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