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Piecewise Approximate Bayesian Computation: fast inference for discretely observed Markov models using a factorised posterior distribution

Many modern statistical applications involve inference for complicated stochastic models for which the likelihood function is difficult or even impossible to calculate, and hence conventional likelihood-based inferential techniques cannot be used. In such settings, Bayesian inference can be performe...

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Detalles Bibliográficos
Autores principales: White, S. R., Kypraios, T., Preston, S. P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4470364/
https://www.ncbi.nlm.nih.gov/pubmed/26097293
http://dx.doi.org/10.1007/s11222-013-9432-2