Linear Sufficiency and Permissible Covariance Structures for Retention of BLUEs in Linear Models

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dc.abstract.enIn a linear model where data are linearly transformed or compressed, conditions for linear sufficiencyprovide information about whether BLUEs of Xβ or linear combinations of Xβ (i.e., Kβ in our notation) remain unchanged. When there are changes of error covariance structure to the original model, the conditions that the BLUEs are unchanged are well known. We consider the original linear model, say A , and the misspecified model B, which differ only in their error covariance matrices. We explore the connections between the invariance of the linear sufficiency and the invariance of the representations of the BLUEs between A and B.
dc.affiliationWydział Rolnictwa, Ogrodnictwa i Biotechnologii
dc.affiliation.instituteKatedra Metod Matematycznych i Statystycznych
dc.contributor.authorHaslett, Stephen J.
dc.contributor.authorIsotalo, Jarkko
dc.contributor.authorMarkiewicz, Augustyn
dc.contributor.authorPuntanen, Simo
dc.date.accessioned2025-11-27T07:41:04Z
dc.date.available2025-11-27T07:41:04Z
dc.date.issued2025
dc.description.bibliographybibliogr.
dc.description.financepublication_nocost
dc.description.financecost0,00
dc.description.if0,5
dc.description.number3
dc.description.points20
dc.description.volume56
dc.identifier.doi10.1007/s13226-025-00810-9
dc.identifier.eissn0975-7465
dc.identifier.issn0019-5588
dc.identifier.urihttps://sciencerep.up.poznan.pl/handle/item/6124
dc.languageen
dc.relation.ispartofIndian Journal of Pure and Applied Mathematics
dc.relation.pages901-916
dc.rightsClosedAccess
dc.sciencecloudsend
dc.subject.enbest linear unbiased estimator
dc.subject.encovariance matrix
dc.subject.enequality of the BLUEs
dc.subject.enlinear sufficiency
dc.titleLinear Sufficiency and Permissible Covariance Structures for Retention of BLUEs in Linear Models
dc.typeJournalArticle
dspace.entity.typePublication
oaire.citation.issue3
oaire.citation.volume56