Secondary Criteria in the Selection of Minimum Bias Designs in Two Variables
作者:
WilliamO. Thompson,
期刊:
Technometrics
(Taylor Available online 1973)
卷期:
Volume 15,
issue 2
页码: 319-328
ISSN:0040-1706
年代: 1973
DOI:10.1080/00401706.1973.10489045
出版商: Taylor & Francis Group
关键词: Polynomial Models;Mean Squared Error;Minimum Bias Designs;Response Surface Designs;Average Prediction Variance
数据来源: Taylor
摘要:
For the second order estimating function, ŷ(x), and third order true function η(x) in two variables, secondary criteria are used to select a design from the class of average minimum bias designs. It is shown that designs can be constructed which not only allow estimation of a cubic model with nearly minimum variance averaged over a square but also provide for efficient lack of fit tests. Average qiradratic variance is also evaluated. Specific 12 point and 16 point designs are recommended.
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