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A robust partial least squares regression method with applications

✍ Scribed by Javier González; Daniel Peña; Rosario Romera


Publisher
John Wiley and Sons
Year
2009
Tongue
English
Weight
950 KB
Volume
23
Category
Article
ISSN
0886-9383

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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