Statistical models for categorical data: brief review for applications in ecology

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.creatorRamos, Maria do Rosário-
Autor(es): dc.creatorOliveira, Manuela M.-
Autor(es): dc.creatorBorges, José G.-
Autor(es): dc.creatorMcDill, Marc E.-
Data de aceite: dc.date.accessioned2025-08-21T15:13:09Z-
Data de disponibilização: dc.date.available2025-08-21T15:13:09Z-
Data de envio: dc.date.issued2023-08-02-
Data de envio: dc.date.issued2023-08-02-
Data de envio: dc.date.issued2015-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/10400.2/14721-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/10400.2/14721-
Descrição: dc.descriptionA brief review of statistical models for prediction of categorical data is presented, with emphasis on the binary type. Several methods have been adopted to build predictive models for binary and other types of categorical data and response variables. The focus here is on generalized linear models and generalized additive models, widely applied in problems in Ecology, when the goal is to fit a model to data of presence/absence type or any other categorical response.The estimation methods used for generalized linear models and generalized additive models as well its statistical properties are discussed. Some examples in ecology are addressed.-
Descrição: dc.descriptionResearch of M. Rosário Ramos was partially supported by FCT-Fundação para a Ciência e a Tecnologia, Portugal, through the project PEst OE/MAT/UI0209/2014. Research of Manuela M. Oliveira, Marc E. McDill, and José G. Borges has received funding from ForEAdapt project, funded by the European Union Seventh Framework Programme (FP7-PEOPLE-2010-IRSES) under grant agreement n° PIRSES-GA-2010-269257.-
Descrição: dc.descriptioninfo:eu-repo/semantics/publishedVersion-
Formato: dc.formatapplication/pdf-
Idioma: dc.languageen-
Publicador: dc.publisherAIP Publishing-
Palavras-chave: dc.subjectCategorical data-
Palavras-chave: dc.subjectPresence/Absence models-
Palavras-chave: dc.subjectGeneralized linear models-
Palavras-chave: dc.subjectGeneralized additive models-
Palavras-chave: dc.subjectEcology-
Título: dc.titleStatistical models for categorical data: brief review for applications in ecology-
Aparece nas coleções:Repositório Aberto - Universidade Aberta (Portugal)

Não existem arquivos associados a este item.