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<OAI-PMH schemaLocation=http://www.openarchives.org/OAI/2.0/ http://www.openarchives.org/OAI/2.0/OAI-PMH.xsd> <responseDate>2018-01-15T15:43:10Z</responseDate> <request identifier=oai:HAL:hal-00286131v1 verb=GetRecord metadataPrefix=oai_dc>http://api.archives-ouvertes.fr/oai/hal/</request> <GetRecord> <record> <header> <identifier>oai:HAL:hal-00286131v1</identifier> <datestamp>2018-01-11</datestamp> <setSpec>type:UNDEFINED</setSpec> <setSpec>subject:math</setSpec> <setSpec>subject:stat</setSpec> <setSpec>collection:CNRS</setSpec> <setSpec>collection:UNIV-ORLEANS</setSpec> <setSpec>collection:INSMI</setSpec> <setSpec>collection:CEREMADE</setSpec> <setSpec>collection:MSL</setSpec> <setSpec>collection:UNIV-AG</setSpec> <setSpec>collection:PSL</setSpec> <setSpec>collection:MSL-THESE</setSpec> </header> <metadata><dc> <publisher>HAL CCSD</publisher> <title lang=en>A model for dissipation: cascade SDE with Markov regime-switching and Dirichlet prior</title> <creator>Bernard, Didier</creator> <creator>Emilion, Richard</creator> <creator>K. Iyer, Srikanth</creator> <creator>Tossa, Adaté</creator> <contributor>Laboratoire de Physique de l'Atmosphère Tropicale (LPAT) ; Université des Antilles et de la Guyane (UAG)</contributor> <contributor>Mathématiques - Analyse, Probabilités, Modélisation - Orléans (MAPMO) ; Université d'Orléans (UO) - Centre National de la Recherche Scientifique (CNRS)</contributor> <contributor>CEntre de REcherches en MAthématiques de la DEcision (CEREMADE) ; Université Paris-Dauphine - Centre National de la Recherche Scientifique (CNRS)</contributor> <description>27 pages</description> <identifier>hal-00286131</identifier> <identifier>https://hal.archives-ouvertes.fr/hal-00286131</identifier> <identifier>https://hal.archives-ouvertes.fr/hal-00286131/document</identifier> <identifier>https://hal.archives-ouvertes.fr/hal-00286131/file/Srik11_PhysicaDDspace.pdf</identifier> <source>https://hal.archives-ouvertes.fr/hal-00286131</source> <source>27 pages. 2008</source> <language>en</language> <subject lang=en>Stochastic Differential equation</subject> <subject lang=it>Cascade model</subject> <subject lang=it>Dirichlet process</subject> <subject lang=it>dissipation</subject> <subject lang=it>Mangrove</subject> <subject lang=it>Markov regime switching</subject> <subject lang=it>random environment</subject> <subject lang=it>Stochastic Differential equation.</subject> <subject>[MATH.MATH-ST] Mathematics [math]/Statistics [math.ST]</subject> <subject>[STAT.TH] Statistics [stat]/Statistics Theory [stat.TH]</subject> <type>info:eu-repo/semantics/preprint</type> <type>Preprints, Working Papers, ...</type> <description lang=en>Cascade Stochastic Differential Equation (SDE), a continuous time model for energy dissipation in turbulence, is a generalization of the Yaglom discrete cascade model. We extend this SDE to a model in random environment by assuming that its two parameters are switched by a continuous time Markov chain whose states represent the states of the environment. Moreover, a Dirichlet process is placed as a prior on the space of sample paths of this chain. We propose a Bayesian estimation method of this model which is tested both on simulated data and on real data of wind speed measured at the entrance of the mangrove ecosystem in Guadeloupe.</description> <date>2008-06-17</date> <contributor>ANR : Projet Atmo-mangrove, Projet Atmo-mangrove</contributor> </dc> </metadata> </record> </GetRecord> </OAI-PMH>