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要因ランダム化比較試験(Factorial Randomized Controlled Trial)×実験計画法における分割実験×
分野実験計画法実験計画法
系統Process / pipelineProcess / pipeline
提唱年1926 (Fisher factorial foundations); 2000s–2010s (clinical factorial RCT formalization)1945 (Finney); broader development 1950s–1970s by Box, Hunter
提唱者R. A. Fisher (factorial design foundations); adapted into clinical trials via MOST framework (Collins et al., 2014)D. J. Finney (formal development); foundations in Ronald Fisher's factorial design work
種類Experimental trial designQuantitative experimental design
原典Collins, L. M., Dziak, J. J., Kugler, K. C., & Trail, J. B. (2014). Factorial experiments: Efficient tools for evaluation of intervention components. American Journal of Preventive Medicine, 47(4), 498–504. DOI ↗Box, G. E. P., Hunter, J. S., & Hunter, W. G. (2005). Statistics for Experimenters: Design, Innovation, and Discovery (2nd ed.). Wiley-Interscience. ISBN: 978-0471718130
別名Factorial RCT, factorial trial, multi-factor RCT, factorial experiment with randomizationfractional factorial design, FFD, 2^(k-p) design, fractional replication
関連64
概要A factorial randomized controlled trial (factorial RCT) is an experimental design in which participants are randomly assigned to every possible combination of two or more independent factors (treatments or intervention components) simultaneously. This allows researchers to estimate the main effect of each factor and their interactions within a single, efficient trial, rather than running separate experiments for each factor.A fractional factorial experiment is a resource-efficient experimental design that tests only a carefully chosen fraction of all possible factor-level combinations. By exploiting the principle that high-order interactions are usually negligible, it identifies the main effects and low-order interactions of k factors using far fewer runs than a full factorial design — making it the workhorse of industrial and engineering screening experiments.
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ScholarGate手法を比較: Factorial Randomized Controlled Trial · Fractional Factorial Experiment. 2026-06-18に以下より取得 https://scholargate.app/ja/compare