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Group sequential multi‐arm multi‐stage trial design with treatment selection.

Authors :
Wu, Jianrong
Li, Yimei
Zhu, Liang
Source :
Statistics in Medicine. 5/10/2023, Vol. 42 Issue 10, p1480-1491. 12p.
Publication Year :
2023

Abstract

A multi‐arm trial allows simultaneous comparison of multiple experimental treatments with a common control and provides a substantial efficiency advantage compared to the traditional randomized controlled trial. Many novel multi‐arm multi‐stage (MAMS) clinical trial designs have been proposed. However, a major hurdle to adopting the group sequential MAMS routinely is the computational effort of obtaining total sample size and sequential stopping boundaries. In this paper, we develop a group sequential MAMS trial design based on the sequential conditional probability ratio test. The proposed method provides analytical solutions for futility and efficacy boundaries to an arbitrary number of stages and arms. Thus, it avoids complicated computational effort for the methods proposed by Magirr et al. Simulation results showed that the proposed method has several advantages compared to the methods implemented in R package MAMS by Magirr et al. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
02776715
Volume :
42
Issue :
10
Database :
Academic Search Index
Journal :
Statistics in Medicine
Publication Type :
Academic Journal
Accession number :
163282588
Full Text :
https://doi.org/10.1002/sim.9682