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On the Critical Value Behaviour of Multiple Decision Procedures
Authors:H Finner  & M Roters
Institution:Universitat Trier
Abstract:In this paper we investigate the asymptotic critical value behaviour of certain multiple decision procedures as e.g. simultaneous confidence intervals and simultaneous as well as stepwise multiple test procedures. Supposing that n hypotheses or parameters of interest are under consideration we investigate the critical value behaviour when n increases. More specifically, we answer e.g. the question by which amount the lengths of confidence intervals increase when an additional parameter is added to the statistical analysis. Furthermore, critical values of different multiple decision procedures as for instance step-down and step-up procedures will be compared. Some general theoretic results are derived and applied for various distributions.
Keywords:asymptotic critical value behaviour  Bonferroni test procedure  familywise error rate  hazard rate  independent p-values  length of confidence intervals  multiple comparisons  multiple level  multiple test procedure  product-type inequality  step-down test  step-up test
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