Robust Nonlinear Partial Least Squares Regression Using the BACON Algorithm

Partial least squares regression (PLS regression) is used as an alternative for ordinary least squares regression in the presence of multicollinearity. This occurrence is common in chemical engineering problems. In addition to the linear form of PLS, there are other versions that are based on a nonl...

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Bibliographic Details
Main Authors: Abdelmounaim Kerkri, Jelloul Allal, Zoubir Zarrouk
Format: Article
Language:English
Published: Wiley 2018-01-01
Series:Journal of Applied Mathematics
Online Access:http://dx.doi.org/10.1155/2018/7696302
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