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Multivariate product-shot-noise Cox point process models
dc.contributor.author | Jalilian, Abdollah | |
dc.contributor.author | Guan, Yongtao | |
dc.contributor.author | Mateu, Jorge | |
dc.contributor.author | Waagepetersen, Rasmus | |
dc.date.accessioned | 2016-04-07T13:14:42Z | |
dc.date.available | 2016-04-07T13:14:42Z | |
dc.date.issued | 2015 | |
dc.identifier.citation | JALILIAN, Abdollah, et al. Multivariate product‐shot‐noise Cox point process models. Biometrics, 2015, vol. 71, no 4, p. 1022-1033. | ca_CA |
dc.identifier.issn | 0006-341X | |
dc.identifier.issn | 1541-0420 | |
dc.identifier.uri | http://hdl.handle.net/10234/156645 | |
dc.description.abstract | We introduce a new multivariate product-shot-noise Cox process which is useful for modeling multi-species spatial point patterns with clustering intra-specific interactions and neutral, negative, or positive inter-specific interactions. The auto- and cross-pair correlation functions of the process can be obtained in closed analytical forms and approximate simulation of the process is straightforward. We use the proposed process to model interactions within and among five tree species in the Barro Colorado Island plot. | ca_CA |
dc.description.sponsorShip | Projectes d'investigació P1·1B2012-52 CARACTERISTICAS LOCALES DE SEGUNDO ORDEN EN PROCESOS ESTOCASTICOS ESPACIO-TEMPORALES. APLICACIONES EN EPIDEMIOLOGIA Y MEDIO AMBIENTE. MTM2013-43917-P NUEVAS FAMILIAS DE PROCESOS PUNTUALES ESPACIO-TEMPORALES CON INTENSIDADES PROCEDENTES DE CAMPOS ALEATORIOS | |
dc.format.mimetype | application/pdf | ca_CA |
dc.language.iso | eng | ca_CA |
dc.publisher | Wiley | ca_CA |
dc.relation.isPartOf | Biometrics Volume 71, Issue 4, pages 1022–1033, December 2015 | ca_CA |
dc.rights.uri | http://rightsstatements.org/vocab/CNE/1.0/ | * |
dc.subject | Cox process | ca_CA |
dc.subject | Cross-pair correlation function | ca_CA |
dc.subject | Inter-specific interactions | ca_CA |
dc.subject | Multivariate point process | ca_CA |
dc.subject | Product fields | ca_CA |
dc.title | Multivariate product-shot-noise Cox point process models | ca_CA |
dc.type | info:eu-repo/semantics/article | ca_CA |
dc.identifier.doi | http://dx.doi.org/10.1111/biom.12339 | |
dc.rights.accessRights | info:eu-repo/semantics/restrictedAccess | ca_CA |
dc.relation.publisherVersion | http://onlinelibrary.wiley.com/doi/10.1111/biom.12339/full | ca_CA |
dc.type.version | info:eu-repo/semantics/publishedVersion | ca_CA |
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