Kurt Varmuza and
Introduction to Multivariate Statistical Analysis in Chemometrics
Taylor & Francis - CRC Press, Boca Raton, FL, USA, 2009.
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The book supplies direct access to software solutions based on R (Open Source). The R package chemometrics includes methods and data sets described in the book.