Deeper understanding of PLS

PLS is a basic tool of chemometrics and there are never too many articles helping its understanding. The attention should be pointed to newest article [1] about PLS1 geometry. This is a great companion to earlier paper [2] about nine PLS algorithms.

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References

  1. U.G. Indahl, "The geometry of PLS1 explained properly: 10 key notes on mathematical properties of and some alternative algorithmic approaches to PLS1 modelling", Journal of Chemometrics, vol. 28, pp. 168-180, 2014. http://dx.doi.org/10.1002/cem.2589
  2. M. Andersson, "A comparison of nine PLS1 algorithms", Journal of Chemometrics, vol. 23, pp. 518-529, 2009. http://dx.doi.org/10.1002/cem.1248

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