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플래킷-버먼 스크리닝 설계×반응 표면 분석법 (RSM)×
분야실험설계실험설계
계열Hypothesis testHypothesis test
기원 연도19461951
창시자R.L. Plackett & J.P. BurmanGeorge E. P. Box & K. B. Wilson
유형Two-level orthogonal arraySecond-order polynomial response surface model
원전Plackett, R.L. & Burman, J.P. (1946). The Design of Optimum Multifactorial Experiments. Biometrika, 33(4), 305–325. DOI ↗Box, G. E. P. & Wilson, K. B. (1951). On the experimental attainment of optimum conditions. Journal of the Royal Statistical Society, Series B, 13(1), 1–45. link ↗
별칭PB design, PB screening, Plackett-Burman Tarama DeseniRSM, Central Composite Design, Box-Behnken Design, CCD
관련47
요약The Plackett-Burman design is a two-level orthogonal screening design introduced by R.L. Plackett and J.P. Burman in 1946 that allows researchers to estimate the main effect of each factor independently using the smallest possible number of experimental runs. Run counts are always multiples of four, making it exceptionally economical for studies with many candidate factors.Response Surface Methodology is a collection of statistical and mathematical techniques for building an empirical second-order polynomial model that relates a continuous response variable to two or more controllable input factors, and then locating the factor settings that optimize that response. The approach was introduced by George E. P. Box and K. B. Wilson in their landmark 1951 paper and has since become a cornerstone of process optimization across engineering, chemistry, food science, and pharmaceutics.
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ScholarGate방법 비교: Plackett-Burman Design · Response Surface Methodology. 2026-06-18에 다음에서 검색함: https://scholargate.app/ko/compare