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David J. Warne

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Systems Biology· 1

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Approach:statistical model· 1

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Matthew J. Simpson· 1 shared Ruth E. Baker· 1 shared

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2016-2016 · peak 1/yr

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Matthew J. Simpson

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Accelerating computational Bayesian inference for stochastic biochemical reaction network models using multilevel Monte Carlo sampling

David J. Warne, Ruth E. Baker, Matthew J. Simpson

This study introduces a multilevel Monte Carlo sampling method to accelerate Bayesian inference for stochastic biochemical reaction network models, achieving up to an order of magnitude computational gain with minimal accuracy loss.

bioRxiv · Jul 15, 2016 · PreprintSystems Biology