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要因場実験(よういんばじっけん)×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–1935 (Fisher's foundational work); widely applied through 20th century1945 (Finney); broader development 1950s–1970s by Box, Hunter
提唱者Ronald A. Fisher (factorial principle); extended to field settings in agricultural and social sciencesD. J. Finney (formal development); foundations in Ronald Fisher's factorial design work
種類Experimental designQuantitative experimental design
原典Fisher, R. A. (1935). The Design of Experiments. Oliver and Boyd. link ↗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 design in the field, field factorial design, multi-factor field trial, factorial field trialfractional factorial design, FFD, 2^(k-p) design, fractional replication
関連54
概要A factorial field experiment applies factorial experimental design — simultaneously manipulating two or more independent factors across all combinations of their levels — in a real-world field setting rather than a controlled laboratory. It allows researchers to estimate both main effects and interaction effects of multiple factors on an outcome under ecologically valid conditions, making findings directly relevant to 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: Factorial Field Experiment · Fractional Factorial Experiment. 2026-06-19に以下より取得 https://scholargate.app/ja/compare