this article survey the application of partial least squares (PLS), a powerful yet comparatively unknown approach for analyzing high-dimensional data, to problems in bioinformatics and genomics.
METHODS FOR NON-LINEAR LEAST SQUARES PROBLEMS 2nd Edition, April 2004 K. Madsen, H.B. Nielsen, O. Tingleff Informatics and Mathematical Modelling Technical University of Denmark
Partial Least Squares (PLS) Analysis was first developed in the late 60’s by Herman Wold, and works on the assumption that the focus of analysis is on which aspects of the signal in one matrix are related directly to signals in another matrix. It ha
