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Heterogeneous Variances in Repeated Measures
Authors:Yuan Wu  C. A. McGilchrist
Abstract:A general approach to repeated measures analysis described in MCGILCHRIST and CULLIS (1991) is extended to general linear models in which there is a homogeneous correlation structure such as a stationary process but the variances are heterogeneous over time. Models for the variance heterogeneity are suggested and results are applied to data examining the effect of enzootic pneumonia on young pigs.
Keywords:Repeated measures  Heterogeneous variances  ML  REML  Likelihood ratio test  Model selection  AIC
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