[GOOD SUMMARY]
THX.
I'd like to add:
- PCA is not a statistical mode. it is only a linear transformation of original vars to new vars (no correlations among them) for the purpose of reducing the dimensionality of the problem.
- FA is a statistical model which is constructed to explain interrelations (correlations) between observed vars by some latent (unobserved) vars (=factors).
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