Abstract
AbstractThe previous chapter dealt with point estimation and related problems in linear mixed models. In this section, we consider a different type of inference, namely, tests in linear mixed models. Section 2.1.1 discusses statistical tests in Gaussian mixed models . As shown, exact F-tests can often be derived under Gaussian ANOVA models. Furthermore, in some special cases, optimal tests such as uniformly most powerful unbiased (UMPU) tests exist and coincide with the exact F-tests. Section 2.1.2 considers tests in non-Gaussian linear mixed models .
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