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Error analysis of the generalized rank annihilation method

 

作者: Karl Booksh,   Bruce R. Kowalski,  

 

期刊: Journal of Chemometrics  （WILEY Available online 1994）
卷期: Volume 8, issue 1  

页码: 45-63

 

ISSN:0886-9383

 

年代: 1994

 

DOI:10.1002/cem.1180080106

 

出版商: John Wiley&Sons, Ltd.

 

关键词: GRAM;GSVD;Propagation of errorS;Correlated noise;Uncorrelated noise

 

数据来源: WILEY

 

摘要:

AbstractThe effects of correlated and uncorrelated random errors on the precision of predicted quantitative and qualitative information obtained by analysis with the generalized rank annihilation method (GRAM) are shown. These are discussed in terms of propagation of errors through the algorithm. The effects of colinearity, noise level and noise distribution are compared and discussed.

 

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