Partial Least Squares Regression for Binary Data

Classical Partial Least Squares Regression (PLSR) models were developed primarily for continuous data, allowing dimensionality reduction while preserving relationships between predictors and responses. However, their application to binary data is limited. This study introduces Binary Partial Least S...

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Bibliographic Details
Main Authors: Laura Vicente-Gonzalez, Elisa Frutos-Bernal, Jose Luis Vicente-Villardon
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Mathematics
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Online Access:https://www.mdpi.com/2227-7390/13/3/458
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