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Approximate Bayesian inference in semi-mechanistic models

Inference of interaction networks represented by systems of differential equations is a challenging problem in many scientific disciplines. In the present article, we follow a semi-mechanistic modelling approach based on gradient matching. We investigate the extent to which key factors, including th...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Stat Comput
Main Authors: Aderhold, Andrej, Husmeier, Dirk, Grzegorczyk, Marco
Format: Artigo
Jezik:Inglês
Izdano: Springer US 2016
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC7089672/
https://ncbi.nlm.nih.gov/pubmed/32226236
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s11222-016-9668-8
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