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Sparse designs for estimating variance components of nested factors with random effects

2021-09Journal article Restricted access
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dc.contributor.authorBailey, R. A.
dc.contributor.authorFernandes, Célia
dc.contributor.authorRamos, Paulo
dc.date.accessioned2021-04-20T11:31:12Z
dc.date.available2021-04-20T11:31:12Z
dc.date.issued2021-09
dc.description.abstractA new class of designs is introduced for both estimating the variance components of nested factors and testing hypotheses about those variance components. These designs are flexible, and can be chosen so that the degrees of freedom are more evenly spread among the factors than they are in balanced nested designs. The variances of the estimators are smaller than those in stair nested designs of comparable size. The mean squares used in the estimation process are mutually independent, which avoids some of the problems with staggered nested designs.pt_PT
dc.description.versioninfo:eu-repo/semantics/publishedVersionpt_PT
dc.identifier.citationBAILEY, R. A.; FERNANDES, Célia; RAMOS, Paulo – Sparse designs for estimating variance components of nested factors with random effects. Journal of Statistical Planning and Inference. ISSN 0378-3758. Vol. 214 (2021), pp. 76-88pt_PT
dc.identifier.doi10.1016/j.jspi.2021.01.002pt_PT
dc.identifier.eissn1873-1171
dc.identifier.issn0378-3758
dc.identifier.urihttp://hdl.handle.net/10400.21/13215
dc.language.isoengpt_PT
dc.peerreviewedyespt_PT
dc.publisherElsevierpt_PT
dc.relationUIDB/00297/2020 - FCTpt_PT
dc.relation.publisherversionhttps://reader.elsevier.com/reader/sd/pii/S0378375821000033?token=81BEE8D3832C53F6630E8F2B1286E0F367E2EF469F9EE64A07845C556BC4DFB8CEB47C1CDE4F01F739AA071CA21ACE7D&originRegion=eu-west-1&originCreation=20210420112701pt_PT
dc.subjectBalanced nested designspt_PT
dc.subjectNested factorspt_PT
dc.subjectStaggered nested designspt_PT
dc.subjectStair nested designspt_PT
dc.subjectVariance componentspt_PT
dc.titleSparse designs for estimating variance components of nested factors with random effectspt_PT
dc.typejournal article
dspace.entity.typePublication
oaire.citation.endPage88pt_PT
oaire.citation.startPage76pt_PT
oaire.citation.titleJournal of Statistical Planning and Inferencept_PT
oaire.citation.volume214pt_PT
person.familyNameFernandes
person.familyNameRamos
person.givenNameCélia
person.givenNamePaulo
person.identifier.orcid0000-0002-2298-9863
person.identifier.orcid0000-0003-1721-3355
person.identifier.scopus-author-id54402521000
person.identifier.scopus-author-id54403488900
rcaap.rightsclosedAccesspt_PT
rcaap.typearticlept_PT
relation.isAuthorOfPublicationf5e2c5b8-159f-4e88-8cfa-ce8227abb267
relation.isAuthorOfPublicationf91ecdf9-54df-4e6d-becf-31df89d6bb52
relation.isAuthorOfPublication.latestForDiscoveryf91ecdf9-54df-4e6d-becf-31df89d6bb52

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