Introduction to the course, Principal component analysis (Data pretreatment, positive definite matrixes, PCA, monitoring indexes) Study material: Jackson E., A user's guide to principal components, Wiley, New York, 2005, pp. 4-25 (see the additional reading in Noppa)
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