So sánh phương pháp

	Thiết kế thí nghiệm thích ứng	Phân tích tuần tự (Thiết kế tuần tự nhóm)
Lĩnh vực	Thiết kế thí nghiệm	Thống kê
Họ	Process / pipeline	Hypothesis test
Năm ra đời	1940s–1970s (sequential foundations); formalised in clinical and behavioural research by 1980s–2000s	1977
Người khởi xướng	Abraham Wald (sequential analysis foundation); expanded by Robbins, Armitage, and others	P. C. O'Brien & T. R. Fleming; P. C. Pocock
Loại	Experimental research design	Sequential / adaptive hypothesis test
Công trình gốc	Chow, S. C., & Chang, M. (2008). Adaptive Design Methods in Clinical Trials. Chapman and Hall/CRC. ISBN: 978-1584886761	O'Brien, P.C. & Fleming, T.R. (1979). A Multiple Testing Procedure for Clinical Trials. Biometrics, 35(3), 549–556.
Tên gọi khác	adaptive design, response-adaptive randomization, adaptive trial, adaptive randomization	sequential testing, group sequential design, interim analysis, Sıralı Analiz (Sequential Testing / Group Sequential Design)
Liên quan	5	5
Tóm tắt	An adaptive experiment is an experimental design in which pre-specified rules allow the protocol to be modified — such as reallocating participants to better-performing arms, stopping early for efficacy or futility, or changing sample size — based on accumulating interim data, while maintaining statistical validity. Adaptive designs are widely used in clinical trials, behavioural economics, and online platform testing to improve efficiency and ethics without sacrificing inferential rigour.	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.