Perfect simulation for locally continuous chains of infinite order

dc.creatorGallo, S
dc.creatorGarcia, NL
dc.date2013
dc.dateNOV
dc.date2014-07-30T14:31:03Z
dc.date2015-11-26T16:06:46Z
dc.date2014-07-30T14:31:03Z
dc.date2015-11-26T16:06:46Z
dc.date.accessioned2018-03-28T22:55:35Z
dc.date.available2018-03-28T22:55:35Z
dc.identifierStochastic Processes And Their Applications. Elsevier Science Bv, v. 123, n. 11, n. 3877, n. 3902, 2013.
dc.identifier0304-4149
dc.identifierWOS:000324353900001
dc.identifier10.1016/j.spa.2013.05.010
dc.identifierhttp://www.repositorio.unicamp.br/jspui/handle/REPOSIP/59232
dc.identifierhttp://repositorio.unicamp.br/jspui/handle/REPOSIP/59232
dc.identifier.urihttp://repositorioslatinoamericanos.uchile.cl/handle/2250/1265998
dc.descriptionConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
dc.descriptionFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
dc.descriptionWe establish sufficient conditions for perfect simulation of chains of infinite order on a countable alphabet. The new assumption, localized continuity, is formalized with the help of the notion of context trees, and includes the traditional continuous case, probabilistic context trees and discontinuous kernels. Since our assumptions are more refined than uniform continuity, our algorithms perfectly simulate continuous chains faster than the existing algorithms of the literature. We provide several illustrative examples. (c) 2013 Elsevier B.V. All rights reserved.
dc.description123
dc.description11
dc.description3877
dc.description3902
dc.descriptionConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
dc.descriptionFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
dc.descriptionConselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)
dc.descriptionFundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)
dc.descriptionCNPq [480108/2012-9]
dc.descriptionCNPq [474233/2012-0]
dc.descriptionFAPESP [2009/09809-1]
dc.descriptionCNPq [475504/2008-9, 302755/2010-1, 476764/2010-6]
dc.languageen
dc.publisherElsevier Science Bv
dc.publisherAmsterdam
dc.publisherHolanda
dc.relationStochastic Processes And Their Applications
dc.relationStoch. Process. Their Appl.
dc.rightsfechado
dc.rightshttp://www.elsevier.com/about/open-access/open-access-policies/article-posting-policy
dc.sourceWeb of Science
dc.subjectPerfect simulation
dc.subjectChains of infinite order
dc.subjectGibbs-states
dc.subjectMemory
dc.titlePerfect simulation for locally continuous chains of infinite order
dc.typeArtículos de revistas


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