方法对比

	2^(k-p) 分数析因设计	拉丁方设计与拉丁方-希腊方设计
领域	实验设计	实验设计
方法族	Hypothesis test	Hypothesis test
起源年份	1961	1935
提出者	George E. P. Box and J. Stuart Hunter	Ronald A. Fisher
类型	Screening and economical factorial design	Parametric blocked ANOVA
开创性文献	Box, G.E.P. & Hunter, J.S. (1961). The 2^(k-p) Fractional Factorial Designs. Technometrics, 3(3), 311–351.	Montgomery, D. C. (2017). Design and Analysis of Experiments (9th ed.). Wiley. ISBN: 978-1119492443
别名	2^k-p design, fractional factorial, screening design, Kesirli Faktöriyel Desen (2^k-p Fractional Factorial)	Latin Square, Greco-Latin Square, Latin Kare ve Greco-Latin Kare Deseni
相关	7	5
摘要	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.	The Latin square design is a blocked experimental design that simultaneously controls two independent nuisance factors — the row block and the column block — so that each treatment appears exactly once in every row and every column of an n×n arrangement. Formalised by Ronald A. Fisher in his 1935 monograph The Design of Experiments, the design dramatically reduces experimental error by absorbing variation from two extraneous sources before the treatment effects are estimated.