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Using model-based proposals for fast parameter inference on discrete state space, continuous-time Markov processes

Bayesian statistics provides a framework for the integration of dynamic models with incomplete data to enable inference of model parameters and unobserved aspects of the system under study. An important class of dynamic models is discrete state space, continuous-time Markov processes (DCTMPs). Simul...

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Bibliografische gegevens
Gepubliceerd in:J R Soc Interface
Hoofdauteurs: Pooley, C. M., Bishop, S. C., Marion, G.
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: The Royal Society 2015
Onderwerpen:
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4590508/
https://ncbi.nlm.nih.gov/pubmed/25994297
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1098/rsif.2015.0225
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