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首页> 外文期刊>Journal of biopharmaceutical statistics >Statistical design of noninferiority multiple region clinical trials to assess global and consistent treatment effects
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Statistical design of noninferiority multiple region clinical trials to assess global and consistent treatment effects

机译:非事实体统计设计多区域临床试验评估全球和一致的治疗效果

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摘要

Noninferiority multiregional clinical trials (MRCTs) have recently received increasing attention in drug development. While a major goal in an MRCT is to estimate the global treatment effect, it is also important to assess the consistency of treatment effects across multiple regions. In this paper, we propose an intuitive definition of consistency of noninferior treatment effects across regions under the random-effects modeling framework. Specifically, we quantify the consistency of treatment effects by the percentage of regions that meet a predefined treatment margin. This new approach enables us to achieve both goals in one modeling framework. We propose to use a signed likelihood ratio test for testing the global treatment effect and the consistency of noninferior treatment effects. In addition, we provide guidelines for the allocation rule to achieve optimal power for testing consistency among multiple regions. Extensive simulation studies are conducted to examine the performance of the proposed methodology. An application to a real data example is provided.
机译:非事实体多次临床试验(MRCTS)最近受到药物开发的增加。虽然MRCT中的主要目标是估计全球治疗效果,但评估多个地区治疗效果的一致性也很重要。在本文中,我们提出了随机效应建模框架下的区域的非流入治疗效应一致性的直观定义。具体而言,我们通过符合预定处理边缘的区域百分比量化治疗效应的一致性。这种新方法使我们能够在一个建模框架中实现两个目标。我们建议使用签名的似然比测试来测试全球治疗效果和非流入治疗效果的一致性。此外,我们提供了分配规则的指导方针,以实现多个地区之间的测试一致性的最佳力量。进行广泛的仿真研究以检查提出的方法的性能。提供了对实际数据示例的应用程序。

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