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On Components, Latent Variables, PLS and Simple Methods: Reactions to Rigdon's Rethinking of PLS

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Rigdon (2012) suggests that partial least squares (PLS) can be improved by killing it, that is, by making it into a different methodology based on components. We provide some history on problems with component-type methods and develop some implications of Rigd... ...