Authors: Hartung, Joachim
Knapp, Guido
Title: Standardized mean differences in adaptive group sequential trials
Language (ISO): en
Abstract: For studies comparing two independent groups, experimental E and control C, with normally distributed response variables, the outcome measure standardized differences of means is considered that is scale and translation invariant. This effect measure enables a convenient specification of a noninferiority margin in a concrete application. The present paper provides in particular a group sequential confidence interval approach to noninferiority trials and to switching between noninferiority and superiority for the effect size measure standardized mean difference. During the course of the trial, the sample size can be calculated in a completely adaptive way, based on the unblinded data of previously performed stages. Concrete rules for sample size updating are provided in this paper. Moreover, in each interim analysis, it is possible to change the planning from showing noninferiority to showing superiority or vice versa. A real data example is worked out in detail and the change in the planning from showing noninferiority to showing superiority is considered during the ongoing trial.
Subject Headings: adaptive sample size planning
effect size
multi-stage confidence intervals
standardized difference of means
switching between noninferiority and superiority
URI: http://hdl.handle.net/2003/26013
http://dx.doi.org/10.17877/DE290R-400
Issue Date: 2009-02-02T10:42:55Z
Appears in Collections:Lehrstuhl Statistik mit Anwendungen im Bereich der Ingenieurwissenschaften

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