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A Simple Explanation of Partial Least Squares

By Kee Siong Ng

Abstract

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 precis

Year: 2013
OAI identifier: oai:CiteSeerX.psu:10.1.1.352.4447
Provided by: CiteSeerX
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