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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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Detalles Bibliográficos
Publicado en:J R Soc Interface
Main Authors: Pooley, C. M., Bishop, S. C., Marion, G.
Formato: Artigo
Idioma:Inglês
Publicado: The Royal Society 2015
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Acceso en liña: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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