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実用的全要因実験×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1920s (factorial); 1967/2009 (pragmatic framework)1945 (Finney); broader development 1950s–1970s by Box, Hunter
提唱者Full factorial: R.A. Fisher (1920s); Pragmatic framing: Schwartz & Lellouch (1967), formalized by Thorpe et al. (2009)D. J. Finney (formal development); foundations in Ronald Fisher's factorial design work
種類Experimental designQuantitative experimental design
原典Thorpe, K. E., Zwarenstein, M., Oxman, A. D., Treweek, S., Furberg, C. D., Altman, D. G., ... & Chalmers, I. (2009). A pragmatic-explanatory continuum indicator summary (PRECIS): a tool to help trial designers. Journal of Clinical Epidemiology, 62(5), 464-475. 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pragmatic factorial trial, real-world full factorial design, effectiveness full factorial experiment, pragmatic 2^k experimentfractional factorial design, FFD, 2^(k-p) design, fractional replication
関連64
概要A pragmatic full factorial experiment combines the complete crossing of all factor levels (the full factorial structure) with the broad eligibility criteria, flexible delivery, and real-world conditions of a pragmatic trial. Every possible combination of factors is tested simultaneously, yielding both main effects and all interaction effects, while deliberately relaxing strict laboratory controls to reflect how interventions actually operate in practice.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: Pragmatic Full Factorial Experiment · Fractional Factorial Experiment. 2026-06-19に以下より取得 https://scholargate.app/ja/compare