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Partial Least Squares (PLS): Its strengths and limitations

✍ Scribed by Richard D. Cramer


Book ID
105482951
Publisher
Springer
Year
1993
Tongue
English
Weight
784 KB
Volume
1
Category
Article
ISSN
0928-2866

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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