Partial Least Squares Regression for Binary Responses and Its Associated Biplot Representation

Partial Least Squares Regression for Binary Responses and Its Associated Biplot Representation

In this paper, we propose a generalization of Partial Least Squares Regression (PLS-R) for a matrix of several binary responses and a a set of numerical predictors. We call the method Partial Least Squares Binary Logistic Regression (PLS-BLR). That is equivalent to a PLS-2 model for binary responses...

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Bibliographic Details
Main Authors: Laura Vicente-Gonzalez , Jose Luis Vicente-Villardon
Format: Article
Language:English
Published: MDPI AG 2022-07-01
Series:Mathematics
Subjects:
partial least squares
binary data
biplot
NIPALS
Online Access:https://www.mdpi.com/2227-7390/10/15/2580

Internet

https://www.mdpi.com/2227-7390/10/15/2580

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