Explaining the generalized cross-validation on linear models

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.creatorChaves, Lucas Monteiro-
Autor(es): dc.creatorCarvalho, Laerte Dias de-
Autor(es): dc.creatorReis, Carlos José dos-
Autor(es): dc.creatorSouza, Devanil Jaques de-
Data de aceite: dc.date.accessioned2026-02-09T12:31:35Z-
Data de disponibilização: dc.date.available2026-02-09T12:31:35Z-
Data de envio: dc.date.issued2020-05-06-
Data de envio: dc.date.issued2020-05-06-
Data de envio: dc.date.issued2019-
Fonte completa do material: dc.identifierhttps://repositorio.ufla.br/handle/1/40647-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/capes/1163059-
Descrição: dc.descriptionCross-Validation is a model validation method widely used by the scientific community. The Generalized Cross-Validation (GCV) is an invariant version of the usual Cross-Validation method. This generalization was obtained using the non usual theory of circulant complex matrices. In this work we intend to give a clear and complete exposition concerning the linear algebra assumptions required by the theory. The aim was to make this text accessible to a wide audience of statisticians and non-statisticians who use the Cross-Validation method in their research activities. It is also intended to supply the absence of a basic reference on this topic in the literature.-
Formato: dc.formatapplication/pdf-
Idioma: dc.languageen-
Publicador: dc.publisherScience Publications-
Direitos: dc.rightsacesso aberto-
Direitos: dc.rightshttp://creativecommons.org/licenses/by/4.0/-
Direitos: dc.rightshttp://creativecommons.org/licenses/by/4.0/-
???dc.source???: dc.sourceJournal of Mathematics and Statistics-
Palavras-chave: dc.subjectCirculant Matrices-
Palavras-chave: dc.subjectPRESS Statistics-
Palavras-chave: dc.subjectPrediction Error-
Palavras-chave: dc.subjectValidação cruzada-
Palavras-chave: dc.subjectModelos lineares-
Palavras-chave: dc.subjectMatrizes Circulantes-
Palavras-chave: dc.subjectEstatística PRESS-
Palavras-chave: dc.subjectErro de previsão-
Título: dc.titleExplaining the generalized cross-validation on linear models-
Tipo de arquivo: dc.typeArtigo-
Aparece nas coleções:Repositório Institucional da Universidade Federal de Lavras (RIUFLA)

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