Local Influence Analysis in AB–BA Crossover Designs

Chengcheng Hao, Dietrich Rosen and Tatjana Rosen

Scandinavian Journal of Statistics, 2014, vol. 41, issue 4, 1153-1166

Abstract: type="main" xml:id="sjos12090-abs-0001"> The aim of this article is to develop methodology for detecting influential observations in crossover models with random individual effects. Various case-weighted perturbations are performed. We obtain the influence of the perturbations on each parameter estimator and on their dispersion matrices. The obtained results exhibit the possibility to obtain closed-form expressions of the influence using the residuals in mixed linear models. Some graphical tools are also presented.

Date: 2014
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