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実験計画法における分割実験×フルファクトリアル実験×
分野実験計画法実験計画法
系統Process / pipelineProcess / pipeline
提唱年1945 (Finney); broader development 1950s–1970s by Box, Hunter1926 (Fisher's foundational paper); codified by the 1950s–1960s
提唱者D. J. Finney (formal development); foundations in Ronald Fisher's factorial design workRonald A. Fisher
種類Quantitative experimental designExperimental design
原典Box, G. E. P., Hunter, J. S., & Hunter, W. G. (2005). Statistics for Experimenters: Design, Innovation, and Discovery (2nd ed.). Wiley-Interscience. ISBN: 978-0471718130Box, 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fractional factorial design, FFD, 2^(k-p) design, fractional replicationfull factorial design, complete factorial design, 2^k factorial design, FFD
関連46
概要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.A full factorial experiment runs every possible combination of all chosen factor levels, making it the gold standard for simultaneously estimating main effects, two-way interactions, and higher-order interactions among multiple independent variables. Introduced through Ronald Fisher's foundational work on factorial designs in the 1920s and systematised by Box, Hunter, and Montgomery, it provides complete information about how factors act individually and in combination on an outcome.
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ScholarGate手法を比較: Fractional Factorial Experiment · Full Factorial Experiment. 2026-06-19に以下より取得 https://scholargate.app/ja/compare