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Nonparametric sequential monitoring of longitudinal trials.

机译:纵向试验的非参数顺序监视。

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摘要

This paper considers the sequential monitoring of multi-armed longitudinal clinical trials. We describe an approach that is relatively simple and accessible. Sequential ranks are used to form partial sum statistics, yielding processes that have independent increments, and hence can be approximated by Brownian motions. Three monitoring procedures are proposed. The first two are asymptotic, continuous analogues of the well-known Pocock and O'Brien-Fleming group sequential procedures, whereas the third procedure is exact. Performance of the procedures is assessed using Monte Carlo simulations. Data from an orthodontic clinical trial is used to illustrate the proposed methods, for the comparison of three treatment groups.
机译:本文考虑了多臂纵向临床试验的顺序监测。我们描述了一种相对简单且可访问的方法。顺序等级用于形成部分和统计量,产生具有独立增量的过程,因此可以通过布朗运动来近似。提出了三种监控程序。前两个是众所周知的Pocock和O'Brien-Fleming群顺序过程的渐近连续连续类似物,而第三个过程是精确的。使用蒙特卡洛模拟评估程序的性能。正畸临床试验的数据用于说明提议的方法,用于比较三个治疗组。

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