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Mixed noninferiority margin and statistical tests in active controlled trials.

Publication ,  Journal Article
Tsou, H-H; Hsiao, C-F; Chow, S-C; Yue, L; Xu, Y; Lee, S
Published in: J Biopharm Stat
2007

In an active controlled noninferiority trial without a placebo arm, one of the major considerations is the selection of the noninferiority margin. Although the ICH E10 guideline provides general principles for the selection of appropriate noninferiority margins, there are no established rules or gold standards for the selection of noninferiority margins in active control trials. Hung et al. (2003) proposed a margin selection based on relative risk. However, with relative risk, it is difficult to adjust for covariates. On the other hand, Chow and Shao (2006) proposed a method for selecting noninferiority margins based on treatment difference. The determination of noninferiority margin based on either a test for treatment difference or a test for relative risk would be critical. In this paper, we propose a method for noninferiority testing with the use of a mixed null hypothesis. The mixed null hypothesis consists of a margin based on treatment difference and a margin based on relative risk. Both noninferiority margins will simultaneously satisfy the principles as described in the ICH E10 guideline. Statistical tests for mixed noninferiority margin are also derived. An example concerning the efficacy of a test therapy to an active control on a clinical adverse event in the target patient population with cardiovascular disease is presented to illustrate the proposed method. Simulation studies were also conducted to assess the type I error rate and the power.

Duke Scholars

Published In

J Biopharm Stat

DOI

ISSN

1054-3406

Publication Date

2007

Volume

17

Issue

2

Start / End Page

339 / 357

Location

England

Related Subject Headings

  • Statistics & Probability
  • Sample Size
  • Research Design
  • Models, Statistical
  • Humans
  • Data Interpretation, Statistical
  • Controlled Clinical Trials as Topic
  • Confidence Intervals
  • Analysis of Variance
  • 4905 Statistics
 

Citation

APA
Chicago
ICMJE
MLA
NLM
Tsou, H.-H., Hsiao, C.-F., Chow, S.-C., Yue, L., Xu, Y., & Lee, S. (2007). Mixed noninferiority margin and statistical tests in active controlled trials. J Biopharm Stat, 17(2), 339–357. https://doi.org/10.1080/10543400601183861
Tsou, Hsiao-Hui, Chin-Fu Hsiao, Shein-Chung Chow, Lilly Yue, Yunling Xu, and Shiowjen Lee. “Mixed noninferiority margin and statistical tests in active controlled trials.J Biopharm Stat 17, no. 2 (2007): 339–57. https://doi.org/10.1080/10543400601183861.
Tsou H-H, Hsiao C-F, Chow S-C, Yue L, Xu Y, Lee S. Mixed noninferiority margin and statistical tests in active controlled trials. J Biopharm Stat. 2007;17(2):339–57.
Tsou, Hsiao-Hui, et al. “Mixed noninferiority margin and statistical tests in active controlled trials.J Biopharm Stat, vol. 17, no. 2, 2007, pp. 339–57. Pubmed, doi:10.1080/10543400601183861.
Tsou H-H, Hsiao C-F, Chow S-C, Yue L, Xu Y, Lee S. Mixed noninferiority margin and statistical tests in active controlled trials. J Biopharm Stat. 2007;17(2):339–357.
Journal cover image

Published In

J Biopharm Stat

DOI

ISSN

1054-3406

Publication Date

2007

Volume

17

Issue

2

Start / End Page

339 / 357

Location

England

Related Subject Headings

  • Statistics & Probability
  • Sample Size
  • Research Design
  • Models, Statistical
  • Humans
  • Data Interpretation, Statistical
  • Controlled Clinical Trials as Topic
  • Confidence Intervals
  • Analysis of Variance
  • 4905 Statistics