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Partial Least Squares (PLS) Applied to Medical Bioinformatics

✍ Scribed by Walker H. Land Jr.; William Ford; Jin-Woo Park; Ravi Mathur; Nathan Hotchkiss; John Heine; Steven Eschrich; Xingye Qiao; Timothy Yeatman

Book ID
113863258
Publisher
Elsevier
Year
2011
Tongue
English
Weight
440 KB
Volume
6
Category
Article
ISSN
1877-0509

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PLS regression methods have been used in applied fields for two decades. Techniques based on iteratively reweighted regression have appeared in the specialized literature with the contaminated data case. We propose a new robust PLS technique based on statistical procedures for covariance matrix robu