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Semi-Exact Control Functionals From Sard's Method
This paper focuses on the numerical computation of posterior expected qu...
01/31/2020 ∙ by Leah F. South, et al. ∙
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Discussion of "Unbiased Markov chain Monte Carlo with couplings" by Pierre E. Jacob, John O'Leary and Yves F. Atchadé
This is a contribution for the discussion on "Unbiased Markov chain Mont...
12/22/2019 ∙ by Leah F. South, et al. ∙
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BSL: An R Package for Efficient Parameter Estimation for Simulation-Based Models via Bayesian Synthetic Likelihood
Bayesian synthetic likelihood (BSL) is a popular method for estimating t...
07/25/2019 ∙ by Ziwen An, et al. ∙
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Regularised Zero-Variance Control Variates for High-Dimensional Variance Reduction
Zero-variance control variates (ZV-CV) are a post-processing method to r...
11/13/2018 ∙ by Leah F. South, et al. ∙
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Regularised Zero-Variance Control Variates
Zero-variance control variates (ZV-CV) is a post-processing method to re...
11/13/2018 ∙ by Leah F. South, et al. ∙
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Unbiased and Consistent Nested Sampling via Sequential Monte Carlo
We introduce a new class of sequential Monte Carlo methods called Nested...
05/10/2018 ∙ by Robert Salomone, et al. ∙
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