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S4E04 Partial Least Squares: Straight Outta Uppsala

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CHAPTER

PLS

PLS is a fundamentally different way of approaching the entire modeling process. It emphasizes more about the estimation of things rather than the actual explanation per se. The world here doesn't tend to emphasize global fit because the whole goal is to maximize variance, not to explain co-variances behavior as part of a larger system.

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