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A multiblock partial least squares algorithm for investigating complex chemical systems

✍ Scribed by L. E. Wangen; B. R. Kowalski

Publisher
John Wiley and Sons
Year
1989
Tongue
English
Weight
754 KB
Volume
3
Category
Article
ISSN
0886-9383

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## Abstract This paper presents a modified version of the NIPALS algorithm for PLS regression with one single response variable. This version, denoted a CF‐PLS, provides significant advantages over the standard PLS. First of all, it strongly reduces the over‐fit of the regression. Secondly, __R__^2