Partial least-squares regression: a tutorial

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Abstract

A tutorial on the partial least-squares (PLS) regression method is provided. Weak points in some other regression methods are outlined and PLS is developed as a remedy for those weaknesses. An algorithm for a predictive PLS and some practical hints for its use are given. © 1986.

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Geladi, P., & Kowalski, B. R. (1986). Partial least-squares regression: a tutorial. Analytica Chimica Acta, 185(C), 1–17. https://doi.org/10.1016/0003-2670(86)80028-9

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