An adapted version of the element-wise weighted total least squares method for applications in chemometrics

The Maximum Likelihood PCA (MLPCA) method has been devised in chemometrics as a generalization of the well-known PCA method in order to derive consistent estimators in the presence of errors with known error distribution. For similar reasons, the Total Least Squares (TLS) method has been generalized...

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Bibliographic Details
Main Authors: Schuermans, Mieke (Author), Markovsky, Ivan (Author), Van Huffel, Sabine (Author)
Format: Article
Language:English
Published: 2007-01.
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