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Full Factorial Experimental Design×2^(k-p) fraktionellt faktoriellt experimentupplägg×
ÄmnesområdeFörsöksplaneringFörsöksplanering
FamiljHypothesis testHypothesis test
Ursprungsår19261961
UpphovspersonR. A. FisherGeorge E. P. Box and J. Stuart Hunter
TypParametric factorial experimentScreening and economical factorial design
UrsprungskällaBox, G. E. P., Hunter, J. S., & Hunter, W. G. (2005). Statistics for Experimenters: Design, Innovation, and Discovery (2nd ed.). Wiley. ISBN: 978-0471718130Box, G.E.P. & Hunter, J.S. (1961). The 2^(k-p) Fractional Factorial Designs. Technometrics, 3(3), 311–351. link ↗
Aliasfactorial experiment, 2^k factorial, full factorial, Faktöriyel Deneme Deseni (Full Factorial, 2^k)2^k-p design, fractional factorial, screening design, Kesirli Faktöriyel Desen (2^k-p Fractional Factorial)
Närliggande57
SammanfattningA full factorial design is a parametric experimental method in which every combination of factor levels is tested simultaneously, enabling the estimation of all main effects and all interaction effects in a single study. Rooted in R. A. Fisher's foundational work on designed experiments (1926) and systematically developed by Box, Hunter, and Hunter (2005) and Montgomery (2017), the 2^k form tests k two-level factors across 2^k experimental runs and is the benchmark against which all other factorial designs are measured.The fractional factorial design is an economical experimental strategy that investigates k factors by running only a carefully chosen 1/2^p fraction of the full 2^k factorial experiment. Formalized by George E. P. Box and J. Stuart Hunter in their landmark 1961 Technometrics paper, it exploits the sparsity-of-effects principle — that high-order interactions are typically negligible — to screen many factors with far fewer runs than a complete factorial would require.
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ScholarGateJämför metoder: Full Factorial Design · Fractional Factorial Design. Hämtad 2026-06-19 från https://scholargate.app/sv/compare