GpABC: a Julia package for approximate Bayesian computation with Gaussian process emulation

MOTIVATION: Approximate Bayesian computation (ABC) is an important framework within which to infer the structure and parameters of a systems biology model. It is especially suitable for biological systems with stochastic and nonlinear dynamics, for which the likelihood functions are intractable. How...

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Detalles Bibliográficos
Autores principales: Tankhilevich, Evgeny, Ish-Horowicz, Jonathan, Hameed, Tara, Roesch, Elisabeth, Kleijn, Istvan, Stumpf, Michael P H, He, Fei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Applications Notes
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7214045/
https://www.ncbi.nlm.nih.gov/pubmed/32022854
http://dx.doi.org/10.1093/bioinformatics/btaa078

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