The Bayesian Design of Adaptive Clinical Trials.

The Bayesian Design of Adaptive Clinical Trials.
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DOI:
10.3390/ijerph18020530
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发表时间:
2021-01-10
影响因子:
--
通讯作者:
Giovagnoli A
Giovagnoli A
中科院分区:
综合性期刊3区
文献类型:
--
作者:
Giovagnoli A

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本文从贝叶斯的角度为统计上不那么复杂的读者简要概述了最近关于临床试验适应性设计的文献。适应性设计吸引了许多学科的浓厚兴趣,从理论的角度来看,也有可能从实践的角度来看,尤其是贝叶斯适应性设计,在临床试验中提出了很高的期望。这里强调了主要的概念工具,并提到了文献中使用这些方法提出的几个试验设计,包括迄今为止注册的一些贝叶斯自适应试验。这篇评论的目的是补充现有的关于这个主题的文章,指出更多有趣的阅读材料。
This paper presents a brief overview of the recent literature on adaptive design of clinical trials from a Bayesian perspective for statistically not so sophisticated readers. Adaptive designs are attracting a keen interest in several disciplines, from a theoretical viewpoint and also—potentially—from a practical one, and Bayesian adaptive designs, in particular, have raised high expectations in clinical trials. The main conceptual tools are highlighted here, with a mention of several trial designs proposed in the literature that use these methods, including some of the registered Bayesian adaptive trials to this date. This review aims at complementing the existing ones on this topic, pointing at further interesting reading material.
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