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方法族Hypothesis testHypothesis test
起源年份19771994
提出者P. C. O'Brien & T. R. Fleming; P. C. PocockBauer & Köhne
类型Sequential / adaptive hypothesis testAdaptive hypothesis test with interim analyses
开创性文献O'Brien, P.C. & Fleming, T.R. (1979). A Multiple Testing Procedure for Clinical Trials. Biometrics, 35(3), 549–556. DOI ↗Bauer, P. & Köhne, K. (1994). Evaluation of Experiments with Adaptive Interim Analyses. Biometrics, 50(4), 1029–1041. DOI ↗
别名sequential testing, group sequential design, interim analysis, Sıralı Analiz (Sequential Testing / Group Sequential Design)adaptive design, group sequential design, sample size re-estimation, platform trial
相关53
摘要Sequential analysis is a framework for conducting hypothesis tests with pre-planned interim looks at accumulating data, allowing a study to stop early for efficacy or futility while controlling the overall Type I error rate. The group sequential approach was formalised by Pocock (1977) and O'Brien and Fleming (1979), and remains the standard for confirmatory clinical trials and rigorous A/B experiments.Adaptive clinical trial design is a flexible experimental framework, formalised by Bauer and Köhne in 1994, in which pre-specified rules allow the trial to be modified mid-course — adjusting sample size, treatment arms, or randomisation ratios — based on accumulating interim data while rigorously controlling the Type I error rate.
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ScholarGate方法对比: Sequential Analysis · Adaptive Clinical Trial Design. 于 2026-06-15 检索自 https://scholargate.app/zh/compare