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Accounting for Heteroscedasticity in Experimental Design

 

作者: D.J. Pritchard,   D.W. Bacon,  

 

期刊: Technometrics  (Taylor Available online 1977)
卷期: Volume 19, issue 2  

页码: 109-115

 

ISSN:0040-1706

 

年代: 1977

 

DOI:10.1080/00401706.1977.10489518

 

出版商: Taylor & Francis Group

 

关键词: Design of experiments;Heteroscedasticity;Power transformations;Weighted least squares;Chemical kinetics

 

数据来源: Taylor

 

摘要:

Power transformation weighting has been found to be a powerful technique for accounting for heteroscedasticity in model fitting. In this paper the transformation weighting concept is used in developing sequential design criteria for precise parameter estimation in heteroscedastic situations. Criteria are proposed for precise estimation of the model and transformation parameters together and for precise estimation of the model parameters alone. Implementation of the criteria is illustrated with two examples from chemical kinetics.

 

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