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Phase II dose-response trials: A simulation study to compare analysis method performance under design considerations.

作者信息

Rekowski Jan, Köllmann Claudia, Bornkamp Björn, Ickstadt Katja, Scherag André

机构信息

a Institute for Medical Informatics, Biometry and Epidemiology , University of Duisburg-Essen , Germany.

b Faculty of Statistics , TU Dortmund , Germany.

出版信息

J Biopharm Stat. 2017;27(5):885-901. doi: 10.1080/10543406.2017.1293078. Epub 2017 Mar 31.

Abstract

Phase II trials are intended to provide information about the dose-response relationship and to support the choice of doses for a pivotal phase III trial. Recently, new analysis methods have been proposed to address these objectives, and guidance is needed to select the most appropriate analysis method in specific situations. We set up a simulation study to evaluate multiple performance measures of one traditional and three more recent dose-finding approaches under four design options and illustrate the investigated analysis methods with an example from clinical practice. Our results reveal no general recommendation for a particular analysis method across all design options and performance measures. However, we also demonstrate that the new analysis methods are worth the effort compared to the traditional ANOVA-based approach.

摘要

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