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hal.structure.identifierInstitut de Mathématiques de Bordeaux [IMB]
hal.structure.identifierQuality control and dynamic reliability [CQFD]
dc.contributor.authorTODESCHINI, Adrien
hal.structure.identifierDepartment of Statistics [Oxford]
dc.contributor.authorCARON, Francois
hal.structure.identifierService Expérimentation et Développement [Bordeaux] [SED]
dc.contributor.authorFUENTES, Marc
hal.structure.identifierInstitut de Mathématiques de Bordeaux [IMB]
dc.contributor.authorLEGRAND, Pierrick
hal.structure.identifierUniversity of New South Wales [Sydney] [UNSW]
dc.contributor.authorDEL MORAL, Pierre
dc.date.accessioned2024-04-04T03:19:49Z
dc.date.available2024-04-04T03:19:49Z
dc.date.created2014
dc.identifier.urihttps://oskar-bordeaux.fr/handle/20.500.12278/194542
dc.description.abstractEnBiips is a software platform for automatic Bayesian inference with interacting particle systems. Biips allows users to define their statistical model in the probabilistic programming BUGS language, as well as to add custom functions or samplers within this language. Then it runs sequential Monte Carlo based algorithms (particle filters, particle independent Metropolis-Hastings, particle marginal Metropolis-Hastings) in a black-box manner so that to approximate the posterior distribution of interest as well as the marginal likelihood. The software is developed in C++ with interfaces with the softwares R, Matlab and Octave.
dc.language.isoen
dc.title.enBiips: Software for Bayesian Inference with Interacting Particle Systems
dc.typeDocument de travail - Pré-publication
dc.subject.halStatistiques [stat]/Calcul [stat.CO]
dc.subject.halInformatique [cs]/Recherche d'information [cs.IR]
dc.identifier.arxiv1412.3779
bordeaux.hal.laboratoriesInstitut de Mathématiques de Bordeaux (IMB) - UMR 5251*
bordeaux.institutionUniversité de Bordeaux
bordeaux.institutionBordeaux INP
bordeaux.institutionCNRS
hal.identifierhal-01096065
hal.version1
hal.origin.linkhttps://hal.archives-ouvertes.fr//hal-01096065v1
bordeaux.COinSctx_ver=Z39.88-2004&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.au=TODESCHINI,%20Adrien&CARON,%20Francois&FUENTES,%20Marc&LEGRAND,%20Pierrick&DEL%20MORAL,%20Pierre&rft.genre=preprint


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