Commonly, the comparisons of treatment groups versus a control is performed for location effects only where possible scale effects are considered as disturbing. Sometimes scale effects are also relevant, as a kind of early indicator for changes. Here several approaches for Dunnett-type tests for location or scale effects are proposed and compared by a simulation study. Two real data examples are analysed accordingly and the related R-code is available in the Appendix.
翻译:通常,只有在认为可能的规模效应令人不安的情况下,才对位置效应进行处理组与控制组的比较,有时,规模效应也是相关的,作为变化的早期指标。在这里,提议对位置或规模效应进行Dunnett类型的测试,并通过模拟研究进行比较。对两个真实的数据实例进行了相应的分析,附录中提供了相关的R编码。