Efficient Bayesian inference for mechanistic modelling with high-throughput data

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, while high-throughput data presents oppo...

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Bibliographic Details
Main Authors: Martina Perez, S, Sailem, H, Baker, RE
Format: Journal article
Language:English
Published: Public Library of Science 2022