Leverage analysis for linear mixed models
Abstract
We consider a generalized leverage matrix useful for the identification of influential units and observations in linear mixed models and show how a decomposition of this matrix may be employed to identify high leverage points for both the marginal fitted values and the random effect component of the conditional fitted values. We illustrate the different uses of the two components of the decomposition with a simulated example as well as with a...
Paper Details
Title
Leverage analysis for linear mixed models
Published Date
May 1, 2011
Volume
38
Issue
5
Pages
1063 - 1072
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