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Thử nghiệm đối chứng ngẫu nhiên thích ứng×Suy luận Bayes×
Lĩnh vựcThiết kế thí nghiệmThống kê
HọProcess / pipelineBayesian methods
Năm ra đời1980s–2000s (formalized; earlier sequential testing roots from Wald, 1947)1763
Người khởi xướngDonald Berry and others; foundational adaptive trial methods developed through 1980s–2000s biostatistics literatureThomas Bayes; Pierre-Simon Laplace
LoạiExperimental design — adaptive variant of RCTProbabilistic inference paradigm
Công trình gốcChow, S.-C., & Chang, M. (2008). Adaptive Design Methods in Clinical Trials. Chapman & Hall/CRC. ISBN: 978-1584887690Bayes, T. (1763). An essay towards solving a problem in the doctrine of chances. Philosophical Transactions of the Royal Society of London, 53, 370–418. link ↗
Tên gọi khácAdaptive RCT, Response-adaptive RCT, Adaptive clinical trial, Platform trialBayes inference, Bayesian statistics, Bayesian updating, posterior inference
Liên quan63
Tóm tắtAn adaptive randomized controlled trial (adaptive RCT) is an experimental design in which pre-specified rules allow modifications to the trial while it is ongoing — such as changing allocation ratios, dropping underperforming arms, or stopping early for efficacy or futility — based on accumulating interim data. These adaptations are planned before the trial starts and governed by statistical rules to preserve Type I error control and validity.Bayesian inference is a statistical paradigm in which probability represents degrees of belief rather than long-run frequencies. It encodes prior knowledge about parameters in a prior distribution, combines that prior with the likelihood of observed data via Bayes' theorem, and produces a posterior distribution that quantifies updated uncertainty. The foundational theorem was published posthumously by Thomas Bayes in 1763 and subsequently systematized by Pierre-Simon Laplace in his 1812 Théorie analytique des probabilités.
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ScholarGateSo sánh phương pháp: Adaptive Randomized Controlled Trial · Bayesian Inference. Truy cập ngày 2026-06-15 từ https://scholargate.app/vi/compare