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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...

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Autores principales: Nowak, Claus P, Mütze, Tobias, Konietschke, Frank
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2022
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.
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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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