文章基本信息

标题：A Comparison of Procedures for the Analysis of Multivariate Repeated Measurements
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作者：Lix, Lisa M. ; Lloyd, Anita M.
期刊名称：Journal of Modern Applied Statistical Methods
出版年度：2007
卷号：6
期号：2
页码：5
出版社：Wayne State University
摘要：Three procedures for analyzing within-subjects effects in multivariate repeated measures designs are compared when group covariances are heterogeneous: the multiple regression model (MRM) with a structured covariance, Johansen’s (1980) procedure, and the multivariate Brown and Forsythe (1974) procedure. A preliminary likelihood ratio test of a Kronecker product covariance structure is sensitive to sample size and derivational assumption violations. Error rates of the procedures are generally well-controlled except when the distribution is skewed. The MRM procedure displayed few power advantages over the other procedures.
关键词：Doubly multivariate data; robustness; Kronecker product; assumption violations; general linear model; Kenward-Roger approximation