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बायेसियन फेज़ III क्लिनिकल ट्रायल×अनुक्रमिक विश्लेषण (समूह अनुक्रमिक डिज़ाइन)×
क्षेत्रमहामारी विज्ञानसांख्यिकी
परिवारProcess / pipelineHypothesis test
उद्भव वर्ष1990s–2000s (widespread application)1977
प्रवर्तकDonald A. Berry; David J. Spiegelhalter (formalization in clinical context)P. C. O'Brien & T. R. Fleming; P. C. Pocock
प्रकारConfirmatory randomized controlled trial with Bayesian inferenceSequential / adaptive hypothesis test
मौलिक स्रोतSpiegelhalter, D. J., Abrams, K. R., & Myles, J. P. (2004). Bayesian Approaches to Clinical Trials and Health-Care Evaluation. Wiley. ISBN: 978-0471499756O'Brien, P.C. & Fleming, T.R. (1979). A Multiple Testing Procedure for Clinical Trials. Biometrics, 35(3), 549–556. DOI ↗
उपनामBayesian confirmatory trial, Bayesian RCT Phase III, Bayesian pivotal trial, BayesCTsequential testing, group sequential design, interim analysis, Sıralı Analiz (Sequential Testing / Group Sequential Design)
संबंधित55
सारांशA Bayesian Phase III clinical trial is a large-scale, confirmatory randomized controlled trial that uses Bayesian statistical inference rather than conventional frequentist hypothesis testing to evaluate whether an experimental treatment meets pre-defined efficacy and safety thresholds. By combining prior evidence with accumulating trial data, it quantifies the probability that the treatment effect exceeds a clinically meaningful threshold, enabling more transparent decision-making under uncertainty.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.
ScholarGateडेटासेट
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  1. v1
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  3. PUBLISHED

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