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Inference in components of variance models with low replication

Yao, Qiwei; Hall, Peter


In components of variance models the data are viewed as arising through a sum of two random variables, representing between- and within-group variation, respectively. The former is generally interpreted as a group effect, and the latter as error. It is assumed that these variables are stochastically independent and that the distributions of the group effect and the error do not vary from one instance to another. If each group effect can be replicated a large number of times, then standard...[Show more]

CollectionsANU Research Publications
Date published: 2003
Type: Journal article
Source: The Annals of Statistics
DOI: 10.1214/aos/1051027875


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