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Medientyp:
E-Artikel
Titel:
Restricted BLUP for Mixed Linear Models
Beteiligte:
McGilchrist, C. A.;
Aisbett, C. W.
Erschienen:
Wiley, 1991
Erschienen in:Biometrical Journal
Sprache:
Englisch
DOI:
10.1002/bimj.4710330202
ISSN:
0323-3847;
1521-4036
Entstehung:
Anmerkungen:
Beschreibung:
<jats:title>Abstract</jats:title><jats:p>A new estimation procedure for mixed regression models is introduced. It is a development of Henderson's best linear unbiased prediction procedure which uses the joint distribution of the observed dependent random variables and the unknown realisations of the random components of the model. It is proposed to replace the likelihood of the observations given the random components by the asymptotic likelihood of the maximum likelihood estimators and the prior distribution of the random components by a restricted prior distribution which is consistent with the usual restrictions placed on the random components when they are considered conditionally fixed.</jats:p>