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Efficient Bayesian inference for mechanistic modelling with high-throughput data

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Published in 2022 at "PLoS Computational Biology"

DOI: 10.1371/journal.pcbi.1010191

Abstract: Bayesian methods are routinely used to combine experimental data with detailed mathematical models to obtain insights into physical phenomena. However, the computational cost of Bayesian computation with detailed models has been a notorious problem. Moreover,… read more here.

Keywords: efficient bayesian; bayesian inference; high throughput; throughput data ... See more keywords