A comparison of random balance and two-stage group screening designs: A case study
作者： Carl A. Mauro , Kevin C. Burns
DOI: 10.1080/03610928408828848
关键词: Group screening 、 Mathematics 、 Factor screening 、 Statistics 、 Balance (ability)
摘要: In this paper we focus on the problem of supersaturated (fewer runs than factors) screening experiments. We consider two major types designs which have been proposed in situ¬ation: random balance and two-stage group screening. discuss relative merits demerits each strategy. addition, compare performance these strategies by means a case study 100 factors are screened 20,42,62, 84 runs.
sci-hub.se 参考文章(18)
F. J. Anscombe, BAYESIAN INFERENCE CONCERNING MANY PARAMETERS WITH REFERENCE TO SUPERSATURATED DESIGNS ,(1963)
Douglas C. Montgomery, Methods for Factor Screening in Computer Simulation Experiments Defense Technical Information Center. ,(1979) , 10.21236/ADA073449
Carl A. Mauro, On the Performance of Two-Stage Group Screening Experiments Technometrics. ,vol. 26, pp. 255- 264 ,(1984) , 10.1080/00401706.1984.10487963
Sidney Addelman, Statistics for experimenters ,(1978)
Chou Hsiung Li, A Sequential Method for Screening Experimental Variables Journal of the American Statistical Association. ,vol. 57, pp. 455- 477 ,(1962) , 10.1080/01621459.1962.10480672
A. P. Dempster, Random Allocation Designs I: On General Classes of Estimation Methods Annals of Mathematical Statistics. ,vol. 31, pp. 885- 905 ,(1960) , 10.1214/AOMS/1177705665
Kathleen H.V. Booth, D. R. Cox, Some Systematic Supersaturated Designs Technometrics. ,vol. 4, pp. 489- 495 ,(1962) , 10.1080/00401706.1962.10490035
R. L. PLACKETT, J. P. BURMAN, THE DESIGN OF OPTIMUM MULTIFACTORIAL EXPERIMENTS Biometrika. ,vol. 33, pp. 305- 325 ,(1946) , 10.1093/BIOMET/33.4.305
Carl A. Mauro, Dennis E. Smith, The Performance of Two-Stage Group Screening in Factor Screening Experiments Technometrics. ,vol. 24, pp. 325- ,(1982) , 10.2307/1267828
F. E. Satterthwaite, Random Balance Experimentation Technometrics. ,vol. 1, pp. 111- 137 ,(1959) , 10.1080/00401706.1959.10489853