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Group Sequential Test for Two-Sample Ordinal Outcome Measures.

Publication ,  Journal Article
Wu, Y; Simmons, RA; Zhang, B; Troy, JD
Published in: Stat Med
March 15, 2025

Group sequential trials include interim monitoring points to potentially reach futility or efficacy decisions early. This approach to trial design can safeguard patients, provide efficacious treatments for patients early, and save money and time. Group sequential methods are well developed for bell-shaped continuous, binary, and time-to-event outcomes. In this paper, we propose a group sequential design using the Mann-Whitney-Wilcoxon test for general two-sample ordinal data. We establish that the proposed test statistic has asymptotic normality and that sequential statistics satisfy the assumptions of Brownian motion. We also include results of finite sample simulation studies that show our proposed approach has the advantage over existing methods for controlling Type I errors while maintaining power for small sample sizes. A real data set is used to illustrate the proposed method and a sample size calculation approach is proposed for designing new studies.

Duke Scholars

Published In

Stat Med

DOI

EISSN

1097-0258

Publication Date

March 15, 2025

Volume

44

Issue

6

Start / End Page

e70053

Location

England

Related Subject Headings

  • Statistics, Nonparametric
  • Statistics & Probability
  • Sample Size
  • Research Design
  • Outcome Assessment, Health Care
  • Models, Statistical
  • Humans
  • Computer Simulation
  • Clinical Trials as Topic
  • 4905 Statistics
 

Citation

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Wu, Y., Simmons, R. A., Zhang, B., & Troy, J. D. (2025). Group Sequential Test for Two-Sample Ordinal Outcome Measures. Stat Med, 44(6), e70053. https://doi.org/10.1002/sim.70053
Wu, Yuan, Ryan A. Simmons, Baoshan Zhang, and Jesse D. Troy. “Group Sequential Test for Two-Sample Ordinal Outcome Measures.Stat Med 44, no. 6 (March 15, 2025): e70053. https://doi.org/10.1002/sim.70053.
Wu Y, Simmons RA, Zhang B, Troy JD. Group Sequential Test for Two-Sample Ordinal Outcome Measures. Stat Med. 2025 Mar 15;44(6):e70053.
Wu, Yuan, et al. “Group Sequential Test for Two-Sample Ordinal Outcome Measures.Stat Med, vol. 44, no. 6, Mar. 2025, p. e70053. Pubmed, doi:10.1002/sim.70053.
Wu Y, Simmons RA, Zhang B, Troy JD. Group Sequential Test for Two-Sample Ordinal Outcome Measures. Stat Med. 2025 Mar 15;44(6):e70053.
Journal cover image

Published In

Stat Med

DOI

EISSN

1097-0258

Publication Date

March 15, 2025

Volume

44

Issue

6

Start / End Page

e70053

Location

England

Related Subject Headings

  • Statistics, Nonparametric
  • Statistics & Probability
  • Sample Size
  • Research Design
  • Outcome Assessment, Health Care
  • Models, Statistical
  • Humans
  • Computer Simulation
  • Clinical Trials as Topic
  • 4905 Statistics