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خانوادهProcess / pipelineProcess / pipeline
سال پیدایش1926 (factorial basis); multi-arm factorial trials formalized 1980s–1990s1926–1935
پدیدآورR. A. Fisher (factorial foundations); multi-arm extension established in clinical trial methodologyRonald A. Fisher
نوعExperimental designQuantitative experimental design
منبع بنیادینMontgomery, 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 ↗
نام‌های دیگرmulti-arm factorial trial, factorial multi-arm trial, multi-arm factorial experiment, MAFTfactorial design, factorial ANOVA design, multi-factor experiment, crossed-factor design
مرتبط66
خلاصهA factorial multi-arm experiment simultaneously tests multiple factors (each at two or more levels) by assigning participants to distinct arms that represent unique combinations of those factors. This design efficiently estimates the independent main effects of each factor and their interactions, all within a single study — making it far more informative than running separate one-factor experiments.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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ScholarGateمقایسهٔ روش‌ها: Factorial Multi-Arm Experiment · Factorial Experiment. بازیابی‌شده در 2026-06-18 از https://scholargate.app/fa/compare