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Dvojitě zaslepený adaptivní experiment×Experiment s více rameny×
OborPlánování experimentůPlánování experimentů
RodinaProcess / pipelineProcess / pipeline
Rok vznikuConceptual roots 1970s–1990s; regulatory codification 2004–20191990s–2000s (clinical formalization); multi-arm concept implicit in ANOVA-era factorial designs
TvůrceFormalized through FDA adaptive design guidance and work by Scott Berry, Donald Berry, and colleaguesDeveloped within clinical trials methodology; formalized by Parmar, Royston and colleagues (UK MRC CTU, early 2000s)
TypExperimental design combining blinding and adaptive modificationExperimental design
Původní zdrojU.S. Food and Drug Administration. (2019). Adaptive Designs for Clinical Trials of Drugs and Biologics: Guidance for Industry. FDA. link ↗Royston, P., Parmar, M. K. B., & Qian, W. (2003). Novel designs for multi-arm clinical trials with survival outcomes with an application in ovarian cancer. Statistics in Medicine, 22(14), 2239–2256. DOI ↗
Další názvydouble-blind adaptive design, blinded adaptive trial, double-blind adaptive RCT, adaptive double-blind studymulti-arm trial, multiple-arm experiment, multi-group experiment, many-arm design
Příbuzné45
ShrnutíA double-blind adaptive experiment combines two powerful design features: double-blinding, which conceals treatment assignment from both participants and outcome assessors to prevent bias, and adaptive modification, which allows pre-specified changes to the trial's course — such as sample size re-estimation, allocation ratio shifts, or arm dropping — based on accumulating interim data. The result is a rigorous, bias-protected design that can respond to emerging evidence without compromising inferential validity.A multi-arm experiment simultaneously compares three or more treatment or intervention conditions — each called an arm — against a shared control or against one another. By testing multiple alternatives in a single study, it yields more information per participant than running separate two-group experiments sequentially, while controlling the overall Type I error rate through pre-specified comparison strategies.
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ScholarGatePorovnat metody: Double-blind adaptive experiment · Multi-arm experiment. Získáno 2026-06-17 z https://scholargate.app/cs/compare