Partial least-squares regression: a tutorial
- Authors
- Paul L. M. Geladi and Bruce R. Kowalski
- Published
- 1986
- DOI
- 10.1016/0003-2670(86)80028-9
- Citation
- Geladi and Kowalski: "Partial least-squares regression: a tutorial", Analytica Chimica Acta, 185, 1-17, 1986.
- 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.
- Tags
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