The Markovian arrival process: A statistical model for daily precipitation amounts

Ramírez Cobo, Josefa; Marzo Artigas, Xavier; Olivares Nadal, Alba Victoria; Alvarez Francoso, José; Carrizosa Priego, Emilio José; Pita López, María Fernanda

doi:10.1016/j.jhydrol.2013.12.033

Artículo

dc.creator	Ramírez Cobo, Josefa	es
dc.creator	Marzo Artigas, Xavier	es
dc.creator	Olivares Nadal, Alba Victoria	es
dc.creator	Alvarez Francoso, José	es
dc.creator	Carrizosa Priego, Emilio José	es
dc.creator	Pita López, María Fernanda	es
dc.date.accessioned	2021-04-26T11:49:20Z
dc.date.available	2021-04-26T11:49:20Z
dc.date.issued	2013-12-21
dc.identifier.citation	Ramírez Cobo, J., Marzo Artigas, X., Olivares Nadal, A.V., Alvarez Francoso, J., Carrizosa Priego, E.J. y Pita López, M.F. (2013). The Markovian arrival process: A statistical model for daily precipitation amounts. Journal of Hydrology, 510, 459-471.
dc.identifier.issn	0022-1694	es
dc.identifier.issn	1879-2707	es
dc.identifier.uri	https://hdl.handle.net/11441/107817
dc.description.abstract	The Markovian arrival process (MAP) is a stochastic process that allows for modeling dependent and non-exponentially distributed observations. Due to its versatility, it has been widely applied in different contexts, from reliability to teletraffic. In this work we show the suitability of the MAP for modeling daily precipitation data, which are often characterized by a non-negligible correlation structure. Specifically, a set of daily precipitation amounts series from the region of Andalusia (Spain) is shown to be correctly fitted with a two-state MAP.	es
dc.format	application/pdf	es
dc.format.extent	12 p.	es
dc.language.iso	eng	es
dc.publisher	ELSEVIER SCIENCE BV	es
dc.relation.ispartof	Journal of Hydrology, 510, 459-471.
dc.rights	Attribution-NonCommercial-NoDerivatives 4.0 Internacional	*
dc.rights.uri	http://creativecommons.org/licenses/by-nc-nd/4.0/	*
dc.subject	Daily precipitation data	es
dc.subject	Markovian arrival process	es
dc.subject	Hidden Markov models	es
dc.subject	Correlation	es
dc.subject	Moment matching method	es
dc.title	The Markovian arrival process: A statistical model for daily precipitation amounts	es
dc.type	info:eu-repo/semantics/article	es
dcterms.identifier	https://ror.org/03yxnpp24
dc.type.version	info:eu-repo/semantics/publishedVersion	es
dc.rights.accessRights	info:eu-repo/semantics/openAccess	es
dc.contributor.affiliation	Universidad de Sevilla. Departamento de Estadística e Investigación Operativa	es
dc.relation.publisherversion	https://doi.org/10.1016/j.jhydrol.2013.12.033	es
dc.identifier.doi	10.1016/j.jhydrol.2013.12.033	es
dc.contributor.group	Universidad de Sevilla. FQM329: Optimización	es
dc.journaltitle	Journal of Hydrology	es
dc.publication.volumen	510	es
dc.publication.initialPage	459	es
dc.publication.endPage	471	es

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