方法证据记录
Fractional Factorial Design
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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2^(k-p) Fractional Factorial Design
分类方法记录 · hypothesis-test / experimental-design
- Box, G.E.P. & Hunter, J.S. (1961). The 2^(k-p) Fractional Factorial Designs. Technometrics, 3(3), 311–351. · URL
- Montgomery, D.C. (2017). Design and Analysis of Experiments (9th ed.). Wiley. · ISBN 978-1119492443
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