Post-fisherian experimentation: : From physical to virtual

• Autores: C.F. Jeff Wu
• Localización: Journal of the American Statistical Association, ISSN 0162-1459, Vol. 110, Nº 510, 2015, págs. 612-620
• Idioma: inglés
• DOI: 10.1080/01621459.2014.914441
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• Resumen

  • Fisher’s pioneering work in design of experiments has inspired further work with broader applications, especially in industrial experimentation. This article discusses three topics in physical experiments: principles of effect hierarchy, sparsity, and heredity for factorial designs, a new method called conditional main effect (CME) for de-aliasing aliased effects, and robust parameter design. I also review the recent emergence of virtual experiments on a computer. Some major challenges in computer experiments, which must go beyond Fisherian principles, are outlined