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Properties of PLS

Sep 28, 2008

As part of my sabbatical here at the Automatic Control Laboratory at EPFL, I was asked to give a seminar. I wanted to talk about some of the work I’d done lately concerning properties of PLS, and differences between PLS algorithms, pretty much the same material I’d presented as a poster at CAC-2008 in Montpellier.

I was asked to make the presentation a little more tutorial in nature, so I included more background on multivariate calibration. The result is “Properties of Partial Least Squares Regression and Differences between Algorithms,” which I presented Friday, September 26, 2008. Enjoy!

BMW