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Partial least squares (PLS) is a method of modelling relationships between one or more Y variables and one-to-many explanatory variables.

The PLS approach was developed and adapted principally by Svante Wold and Harald Martens from an algorithm first proposed by H. Wold (1975).

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Partial Least Squares Regression 27.2.96