English, Article edition: Experimentation order with good properties for 2k factorial designs Alexander Correa; Pere Grima; Xavier Tort-Martorell

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Physical Description
  • article
Language
  • English

Edition details

Title
  • Experimentation order with good properties for 2k factorial designs
Author
  • Alexander Correa
  • Pere Grima
  • Xavier Tort-Martorell
Physical Description
  • article
Notes
  • Randomizing the order of experimentation in a factorial design does not always achieve the desired effect of neutralizing the influence of unknown factors. In fact, with some very reasonable assumptions, an important proportion of random orders achieve the same degree of protection as that obtained by experimenting in the design matrix standard order. In addition, randomization can induce a large number of changes in factor levels and thus make experimentation expensive and difficult. De Leon et al. [Experimentation order in factorial designs with 8 or 16 runs, J. Appl. Stat. 32 (2005), pp. 297-313] proposed experimentation orders for designs with eight or 16 runs that combine an excellent level of protection against the influence of unknown factors, with the minimum number of changes in factor levels. This article presents a new methodology to obtain experimentation orders with the desired properties for designs with any number of runs.
  • randomization, experimentation order, factorial design, bias protection, minimum number of level changes,
  • RePEc:taf:japsta:v:36:y:2009:i:7:p:743-754
Language
  • English
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