4.0 Article

Asymmetrical split-plot designs with clear effects

期刊

METRIKA
卷 83, 期 7, 页码 779-798

出版社

SPRINGER HEIDELBERG
DOI: 10.1007/s00184-019-00755-0

关键词

Main effect; Mixed-level; Regular fractional factorial design; Two-factor interaction component

资金

  1. National Natural Science Foundation of China [11431006, 11771220, 11771250, 11801308]
  2. National Ten Thousand Talents Program
  3. Tianjin Development Program for Innovation and Entrepreneurship
  4. Tianjin 131 Talents Program
  5. Natural Science Foundation of Shandong Province [ZR2018BA013]
  6. PhD Candidate Research Innovation Fund of Nankai University

向作者/读者索取更多资源

The fractional factorial split-plot (FFSP) design is an important experimental design both in theory and in practice. There is extensive literature on the two-level FFSP design and its various variants. However, there is little work on the s-level FFSP design and its variants in the asymmetrical (i.e., mixed-level) case, where s is any prime or prime power. Such designs are commonly used e.g. in agriculture, medicine and chemistry. This paper provides the necessary and sufficient conditions for the existence of resolution III or IV regular s(n1+n2)-(k1+k2)(sr) designs which contain clear main effects or two-factor interaction components. In particular, the sufficient conditions are proved through constructing the corresponding designs, and some examples are provided to illustrate the construction methods.

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