Leverage analysis for linear mixed models

dc.creatorNOBRE, Juvencio S.
dc.creatorSINGER, Julio M.
dc.date.accessioned2012-10-20T04:44:16Z
dc.date.accessioned2018-07-04T15:46:04Z
dc.date.available2012-10-20T04:44:16Z
dc.date.available2018-07-04T15:46:04Z
dc.date.created2012-10-20T04:44:16Z
dc.date.issued2011
dc.identifierJOURNAL OF APPLIED STATISTICS, v.38, n.5, p.1063-1072, 2011
dc.identifier0266-4763
dc.identifierhttp://producao.usp.br/handle/BDPI/30451
dc.identifier10.1080/02664761003759016
dc.identifierhttp://dx.doi.org/10.1080/02664761003759016
dc.identifier.urihttp://repositorioslatinoamericanos.uchile.cl/handle/2250/1627090
dc.description.abstractWe consider a generalized leverage matrix useful for the identification of influential units and observations in linear mixed models and show how a decomposition of this matrix may be employed to identify high leverage points for both the marginal fitted values and the random effect component of the conditional fitted values. We illustrate the different uses of the two components of the decomposition with a simulated example as well as with a real data set.
dc.languageeng
dc.publisherROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTD
dc.relationJournal of Applied Statistics
dc.rightsCopyright ROUTLEDGE JOURNALS, TAYLOR & FRANCIS LTD
dc.rightsrestrictedAccess
dc.subjectBLUP
dc.subjectgeneralized leverage
dc.subjectlongitudinal data
dc.subjectrepeated measures
dc.subjectlinear mixed models
dc.titleLeverage analysis for linear mixed models
dc.typeArtículos de revistas


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