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Simultaneous comparisons of treatments versus control (Dunnett-type tests) for location-scale alternatives

Methodology 2021-03-12 v1 Applications

Abstract

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.

Keywords

Cite

@article{arxiv.2103.06585,
  title  = {Simultaneous comparisons of treatments versus control (Dunnett-type tests) for location-scale alternatives},
  author = {Ludwig A. Hothorn},
  journal= {arXiv preprint arXiv:2103.06585},
  year   = {2021}
}

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2 figures