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  Estimation Associated with Linear Models: A Revisitation
 
 
Titel: Estimation Associated with Linear Models: A Revisitation
Auteur: Urquhart, N. S.
Weeks, D. L.
Henderson, C. R.
Verschenen in: Communications in statistics
Paginering: Jaargang 1 (1973) nr. 4 pagina's 303-330
Jaar: 1973
Inhoud: The association of linear models with the analysis of complex sets of data dates back to Gauss (about 1800). But linear models assumed a major role in statistics only after Fisher's colleagues introduced them in explaining the analysis of variance. Since then it has become a common practice to describe experimental situations by associated linear models. The emergence of the concept of estimability and its associated pedagogical difficulties accompanied this practice. This paper reconsiders the definition of a linear model with special reference to its association with the experimental context. The parameters of the resulting linear model submit to simple estimation without definitional ambiguity. These ideas are illustrated by considering the analysis of unbalanced cross classifications, a situation in which the definitional ambiguities of the usual linear models pose serious problems. Finally, the proposed model is compared to the usual less than full rank model.
Uitgever: Taylor & Francis
Bronbestand: Elektronische Wetenschappelijke Tijdschriften
 
 

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