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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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Detalles Bibliográficos
Autores principales: Martina Perez, Simon, Sailem, Heba, Baker, Ruth E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9249175/
https://www.ncbi.nlm.nih.gov/pubmed/35727839
http://dx.doi.org/10.1371/journal.pcbi.1010191