Efficiency Indices for Second‐Order Designs
作者:
D. R. Jensen,
期刊:
Biometrical Journal
(WILEY Available online 1995)
卷期:
Volume 37,
issue 1
页码: 65-80
ISSN:0323-3847
年代: 1995
DOI:10.1002/bimj.4710370106
出版商: WILEY‐VCH Verlag
关键词: Design efficiency;Fisher and Pittman efficiencies;Second‐order designs;Efficiency indices;Resolving subspaces of parameters
数据来源: WILEY
摘要:
AbstractDesign efficiencies are studied for inferences regarding the coefficients of second‐order models. Subspaces of parameters are identified wherein each of two designs dominates the other locally, or the two designs are equally efficient. Both Fisher efficiency in estimation and Pitman efficiency in hypothesis testing are considered. Eight small second‐order designs ink=3 regressor variables are screened using a four‐part efficiency index. Of these, the central composite, Box‐Behnken, small composite, and hybrid H310 and H311 B designs are found to be generally superior and roughly comparable. Detailed comparisons among these five designs are then undertaken. This work provides further tools for use in design evaluation, requiring only basic matrix operations independently of experiment
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