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Adaptivní polní experiment×Adaptivní randomizovaná kontrolovaná studie×
OborPlánování experimentůPlánování experimentů
RodinaProcess / pipelineProcess / pipeline
Rok vzniku1990s–2000s (formalized in field economics and development research contexts)1980s–2000s (formalized; earlier sequential testing roots from Wald, 1947)
TvůrceDeveloped at the intersection of adaptive trial methodology (Berry, Bauer) and field experimentation (Duflo, Kremer, List)Donald Berry and others; foundational adaptive trial methods developed through 1980s–2000s biostatistics literature
TypAdaptive experimental design conducted in naturalistic settingsExperimental design — adaptive variant of RCT
Původní zdrojBerry, D. A. (2004). Bayesian statistics and the efficiency and ethics of clinical trials. Statistical Science, 19(1), 175–187. DOI ↗Chow, S.-C., & Chang, M. (2008). Adaptive Design Methods in Clinical Trials. Chapman & Hall/CRC. ISBN: 978-1584887690
Další názvyadaptive field trial, sequentially adaptive field experiment, responsive field experiment, adaptive randomized field studyAdaptive RCT, Response-adaptive RCT, Adaptive clinical trial, Platform trial
Příbuzné66
ShrnutíAn adaptive field experiment is a randomized study conducted in a real-world environment in which pre-specified decision rules allow the researcher to modify the trial as interim data accumulate — for example, by reallocating participants toward more effective arms, adjusting sample size, or stopping early for efficacy or futility — all while maintaining statistical integrity.An 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.
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ScholarGatePorovnat metody: Adaptive Field Experiment · Adaptive Randomized Controlled Trial. Získáno 2026-06-17 z https://scholargate.app/cs/compare