论文信息 - A Simple Explanation of Partial Least Squares

A Simple Explanation of Partial Least Squares

Partial Least Squares (PLS) is a widely used technique in chemometrics, especially in the case where the number of independent variables is significantly larger than the number of data points. There are many articles on PLS [HTF01, GK86] but the mathematical details of PLS do not always come out clearly in these treatments. This paper is an attempt to describe PLS in precise and simple mathematical terms.

Kee Siong Ng | K. S. Ng

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