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パイロットフラクショナルファクトリアル実験×要因実験×
分野実験計画法実験計画法
系統Process / pipelineProcess / pipeline
提唱年1950s–1960s (fractional factorial foundation); pilot study integration formalized in 20th century DOE practice1926–1935
提唱者Box, Hunter & Hunter (fractional factorial); pilot study concept developed broadly in industrial and clinical experimentationRonald A. Fisher
種類Experimental screening design (pilot phase)Quantitative experimental design
原典Montgomery, D. C. (2017). Design and Analysis of Experiments (9th ed.). Wiley. ISBN: 978-1119492443Fisher, R. A. (1935). The Design of Experiments. Oliver and Boyd. link ↗
別名pilot FFE, screening pilot design, pilot fractional factorial, pilot FF screening studyfactorial design, factorial ANOVA design, multi-factor experiment, crossed-factor design
関連56
概要A pilot fractional factorial experiment is a small-scale preliminary study that uses a fractional factorial design — testing only a subset of all possible factor combinations — to screen multiple factors simultaneously before committing to a full-scale investigation. It provides early estimates of effect sizes, variance, and feasibility at substantially reduced cost and participant burden compared to a full factorial pilot or a full-scale trial.A factorial experiment is an experimental design in which two or more independent variables (factors) are manipulated simultaneously, and every combination of their levels is tested. Introduced by Ronald Fisher in the 1920s–1930s, it is the standard approach whenever a researcher needs to detect not only the main effect of each factor but also whether the effect of one factor depends on the level of another — the interaction effect.
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ScholarGate手法を比較: Pilot Fractional Factorial Experiment · Factorial Experiment. 2026-06-19に以下より取得 https://scholargate.app/ja/compare