Proposition of new alternative tests adapted to the traditional T2 test

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.creatorAlves, Henrique José de Paula-
Autor(es): dc.creatorFerreira, Daniel Furtado-
Data de aceite: dc.date.accessioned2026-02-09T11:22:58Z-
Data de disponibilização: dc.date.available2026-02-09T11:22:58Z-
Data de envio: dc.date.issued2020-04-08-
Data de envio: dc.date.issued2020-04-08-
Data de envio: dc.date.issued2019-10-
Fonte completa do material: dc.identifierhttps://repositorio.ufla.br/handle/1/39902-
Fonte completa do material: dc.identifierhttps://www.tandfonline.com/doi/full/10.1080/03610918.2019.1693596-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/capes/1139713-
Descrição: dc.descriptionNew alternative tests of the T2 Hotelling’s test for testing hypotheses on the mean vector of a normal p-variate population were proposed. These tests were based on comedian robust estimator of the covariance matrix using an asymptotic T2 distribution and a parametric bootstrap distribution to the null distribution of the statistical tests. The performance of these new tests was evaluated under normal and non-normal distributions through Monte Carlo simulations. The contaminated normal populations were also considered to evaluate the effects of outliers in performance of the tests. The type I error rats and power were computed in all Monte Carlo simulations by using the R software. The parametric bootstrap test based on the T2 test statistic had equivalent performance of the T2 original test. This test was recommended because it is easy to implement and computationally fast.-
Idioma: dc.languageen-
Publicador: dc.publisherTaylor & Francis Group-
Direitos: dc.rightsrestrictAccess-
???dc.source???: dc.sourceCommunications in Statistics - Simulation and Computation-
Palavras-chave: dc.subjectPower type I error-
Palavras-chave: dc.subjectParametric bootstrap-
Palavras-chave: dc.subjectRobust-
Palavras-chave: dc.subjectErro do tipo I-
Palavras-chave: dc.subjectDistribuição de bootstrap paramétrica-
Palavras-chave: dc.subjectTestes estatísticos-
Título: dc.titleProposition of new alternative tests adapted to the traditional T2 test-
Tipo de arquivo: dc.typeArtigo-
Aparece nas coleções:Repositório Institucional da Universidade Federal de Lavras (RIUFLA)

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