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Supervised Principal Components
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Multiple Factor Analysis (MFA)
A variant of PCA incorporating response variable information during dimensionality reduction, retaining components most predictive of an outcome such as consumer liking.
July 14, 2025
Exploring the relationship between sensory and instrumental data with component-based methods
May 18, 2024
Supervised principal component regression of select paired comparisons