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Group sequential methods for the Mann-Whitney parameter
Late phase clinical trials are occasionally planned with one or more interim analyses to allow for early termination or adaptation of the study. While extensive theory has been developed for the analysis of ordered categorical data in terms of the Wilcoxon-Mann-Whitney test, there has been comparati...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
SAGE Publications
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9523827/ https://www.ncbi.nlm.nih.gov/pubmed/35698787 http://dx.doi.org/10.1177/09622802221107103 |
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author | Nowak, Claus P Mütze, Tobias Konietschke, Frank |
author_facet | Nowak, Claus P Mütze, Tobias Konietschke, Frank |
author_sort | Nowak, Claus P |
collection | PubMed |
description | Late phase clinical trials are occasionally planned with one or more interim analyses to allow for early termination or adaptation of the study. While extensive theory has been developed for the analysis of ordered categorical data in terms of the Wilcoxon-Mann-Whitney test, there has been comparatively little discussion in the group sequential literature on how to provide repeated confidence intervals and simple power formulas to ease sample size determination. Dealing more broadly with the nonparametric Behrens-Fisher problem, we focus on the comparison of two parallel treatment arms and show that the Wilcoxon-Mann-Whitney test, the Brunner-Munzel test, as well as a test procedure based on the log win odds, a modification of the win ratio, asymptotically follow the canonical joint distribution. In addition to developing power formulas based on these results, simulations confirm the adequacy of the proposed methods for a range of scenarios. Lastly, we apply our methodology to the FREEDOMS clinical trial (ClinicalTrials.gov Identifier: NCT00289978) in patients with relapse-remitting multiple sclerosis. |
format | Online Article Text |
id | pubmed-9523827 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
spelling | pubmed-95238272022-10-01 Group sequential methods for the Mann-Whitney parameter Nowak, Claus P Mütze, Tobias Konietschke, Frank Stat Methods Med Res Original Research Articles Late phase clinical trials are occasionally planned with one or more interim analyses to allow for early termination or adaptation of the study. While extensive theory has been developed for the analysis of ordered categorical data in terms of the Wilcoxon-Mann-Whitney test, there has been comparatively little discussion in the group sequential literature on how to provide repeated confidence intervals and simple power formulas to ease sample size determination. Dealing more broadly with the nonparametric Behrens-Fisher problem, we focus on the comparison of two parallel treatment arms and show that the Wilcoxon-Mann-Whitney test, the Brunner-Munzel test, as well as a test procedure based on the log win odds, a modification of the win ratio, asymptotically follow the canonical joint distribution. In addition to developing power formulas based on these results, simulations confirm the adequacy of the proposed methods for a range of scenarios. Lastly, we apply our methodology to the FREEDOMS clinical trial (ClinicalTrials.gov Identifier: NCT00289978) in patients with relapse-remitting multiple sclerosis. SAGE Publications 2022-06-13 2022-10 /pmc/articles/PMC9523827/ /pubmed/35698787 http://dx.doi.org/10.1177/09622802221107103 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution 4.0 License (https://creativecommons.org/licenses/by/4.0/) which permits any use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access page (https://us.sagepub.com/en-us/nam/open-access-at-sage). |
spellingShingle | Original Research Articles Nowak, Claus P Mütze, Tobias Konietschke, Frank Group sequential methods for the Mann-Whitney parameter |
title | Group sequential methods for the Mann-Whitney parameter |
title_full | Group sequential methods for the Mann-Whitney parameter |
title_fullStr | Group sequential methods for the Mann-Whitney parameter |
title_full_unstemmed | Group sequential methods for the Mann-Whitney parameter |
title_short | Group sequential methods for the Mann-Whitney parameter |
title_sort | group sequential methods for the mann-whitney parameter |
topic | Original Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9523827/ https://www.ncbi.nlm.nih.gov/pubmed/35698787 http://dx.doi.org/10.1177/09622802221107103 |
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