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Pairwise Comparisons in Each of Several Groups with Heterogenous Group Variances
Authors:SH Cheung  KH Wu  AL Quek
Abstract:Pairwise comparison procedures are frequently applied to analyze experimental results. In particular, practitioners in the area of medical researches often encounter situations which require these statistical techniques to compare various treatments. In this article, we focus on pairwise comparison procedures in a two‐factor design, where comparisons of one factor are made simultaneously for each level of another factor. For example, several new drugs to treat a certain cancer are being compared for both male and female patients. Previous research efforts were mainly devoted to models with homogeneous variances. The current paper is to address more common scenario where group variances are heterogeneous.
Keywords:Heterogenous Group Variances  Familywise Type I error  Multiple Comparisons
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