Abstract
In this paper, we consider a model selection criterion using the GEE method including unknown scale and correlation parameters. We propose a model selection criterion for selecting variables and a working correlation structure. Under some regularity conditions, we showed that our criterion is the same as the criterion proposed by Inatsu and Imori [8]. A numerical study reveals that we can reduce the prediction error by selecting both variables and a working correlation structure.
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