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Експериментален дизайн с факторен контролен групи×Дробен факториален експеримент×
ОбластПланиране на експериментаПланиране на експеримента
СемействоProcess / pipelineProcess / pipeline
Година на възникване1926–19351945 (Finney); broader development 1950s–1970s by Box, Hunter
СъздателRonald A. FisherD. J. Finney (formal development); foundations in Ronald Fisher's factorial design work
ТипExperimental designQuantitative experimental design
Основополагащ източникFisher, 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
Други названияfactorial controlled experiment, factorial design with control, factorial RCT with control arm, multi-factor controlled experimentfractional factorial design, FFD, 2^(k-p) design, fractional replication
Свързани64
РезюмеA factorial control group experimental design crosses two or more independent variables (factors) in a fully factorial structure while including at least one condition that serves as a no-treatment or standard-treatment control. This allows researchers to simultaneously estimate the main effect of each factor, their interactions, and the size of those effects relative to a meaningful baseline, maximising both causal precision and experimental efficiency.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.
ScholarGateНабор от данни
  1. v1
  2. 2 Източници
  3. PUBLISHED
  1. v1
  2. 2 Източници
  3. PUBLISHED

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ScholarGateСравнение на методи: Factorial Control Group Experimental Design · Fractional Factorial Experiment. Извлечено на 2026-06-19 от https://scholargate.app/bg/compare