This page provides some notes to help understand some of the terminology of PCA, FA and ICA
- Factor Loadings Matrix (PCA/FA) = Mixing Matrix (ICA)
- Factor Scoring Matrix (PCA) = Unmixing Matrix (ICA)
The ICA terminology is a lot clearer to my mind.
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location: FAQ / FactorLoadingsTerminology