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hal.structure.identifier
dc.contributor.authorRobert, Christian P.*
dc.date.accessioned2017-03-09T15:59:13Z
dc.date.available2017-03-09T15:59:13Z
dc.date.issued2016
dc.identifier.urihttps://basepub.dauphine.fr/handle/123456789/16314
dc.language.isoenen
dc.subjectApproximate Bayesian computationen
dc.subjectLikelihood-free methodsen
dc.subjectBayesian model choiceen
dc.subjectSufficiencyen
dc.subjectMonte Carlo methodsen
dc.subjectSummary statisticsen
dc.subject.ddc519en
dc.titleApproximate Bayesian Computation: A Survey on Recent Resultsen
dc.typeCommunication / Conférence
dc.description.abstractenApproximate Bayesian Computation (ABC) methods have become a “mainstream” statistical technique in the past decade, following the realisation by statisticians that they are a special type of non-parametric inference. In this survey of ABC methods, we focus on the recent literature, building on the previous survey of Marin et al. Stat Comput 21(2):279–291, 2011, [39]. Given the importance of model choice in the applications of ABC, and the associated difficulties in its implementation, we also give emphasis to this aspect of ABC techniques.en
dc.identifier.citationpages185-205en
dc.relation.ispartoftitleMonte Carlo and Quasi-Monte Carlo Methods. MCQMC, Leuven, Belgium, April 2014en
dc.relation.ispartofeditorCools, Ronald
dc.relation.ispartofeditorNuyens, Dirk
dc.relation.ispartofpublnameSpringer International Publishingen
dc.relation.ispartofpublcityHeidelbergen
dc.relation.ispartofdate2016
dc.relation.ispartofurl10.1007/978-3-319-33507-0en
dc.subject.ddclabelProbabilités et mathématiques appliquéesen
dc.relation.ispartofisbn978-3-319-33505-6en
dc.relation.conftitleMonte Carlo and Quasi-Monte Carlo Methodsen
dc.relation.confdate2014-04
dc.relation.confcityLeuvenen
dc.relation.confcountryBelgiumen
dc.relation.forthcomingnonen
dc.identifier.doi10.1007/978-3-319-33507-0_7en
dc.description.ssrncandidatenonen
dc.description.halcandidatenonen
dc.description.readershiprechercheen
dc.description.audienceInternationalen
dc.relation.Isversionofjnlpeerreviewednonen
dc.relation.Isversionofjnlpeerreviewednonen
dc.date.updated2017-03-07T17:27:37Z
hal.author.functionaut


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