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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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