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Modelling spatial patterns of distribution and abundance of mussel seed using structured additive regression models
| dc.contributor.author | Pata, María P. |
| dc.contributor.author | Rodríguez-Álvarez, María Xosé |
| dc.contributor.author | Lustres-Pérez, Vicente |
| dc.contributor.author | Fernández Pulpeiro, Eugenio |
| dc.contributor.author | Cadarso-Suárez, Carmen |
| dc.date.accessioned | 2011-10-20T19:00:16Z |
| dc.date.available | 2011-10-20T19:00:16Z |
| dc.date.issued | 2010 |
| dc.identifier.citation | Pata, María P. [et al.]. Modelling spatial patterns of distribution and abundance of mussel seed using structured additive regression models. "SORT", vol. 34, núm. 1, p. 67-78. |
| dc.identifier.issn | 1696-2281 |
| dc.identifier.uri | http://hdl.handle.net/2099/11035 |
| dc.description.abstract | As mussel farming depends on sources of natural mussel seed, knowledge of factors is required to regulate both the spatial distribution and abundance of this resource. These spatial patterns were modelled using Bayesian STructured Additive Regression (STAR) models for categorical data, based on a mixed-model representation. We used Bayesian penalized splines for modelling the continuous covariate effects and a Markov random field prior for estimating the spatial effects. |
| dc.format.extent | 12 p. |
| dc.language.iso | eng |
| dc.publisher | Institut d'Estadística de Catalunya |
| dc.relation.ispartof | SORT. 2010, vol. 34, núm. 1 |
| dc.rights | Attribution-NonCommercial-NoDerivs 3.0 Spain |
| dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
| dc.subject | Àrees temàtiques de la UPC::Matemàtiques i estadística::Estadística matemàtica |
| dc.subject.lcsh | Mathematical statistics |
| dc.subject.other | Mussel seed |
| dc.subject.other | Bayesian structured additive regression (STAR) models |
| dc.subject.other | Spatial effects |
| dc.subject.other | Bayesian P-splines |
| dc.title | Modelling spatial patterns of distribution and abundance of mussel seed using structured additive regression models |
| dc.type | Article |
| dc.subject.lemac | Estadística matemàtica |
| dc.description.peerreviewed | Peer Reviewed |
| dc.subject.ams | 62 Statistics::62F Parametric inference |
| dc.rights.access | Open Access |
| local.citation.author | Pata, María P.; Rodríguez-Álvarez, María Xosé; Lustres-Pérez, Vicente; Fernández Pulpeiro, Eugenio; Cadarso-Suárez, Carmen |
| local.citation.publicationName | SORT |
| local.citation.volume | 34 |
| local.citation.number | 1 |
| local.citation.startingPage | 67 |
| local.citation.endingPage | 78 |
