PowerPoint Presentation - Dimension reduction in large data sets – EOFS (PCA) and some related techniques

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Choices in PCA

•There are a number of decisions to be made in PCA

–Covariances or correlations?

–How many PCs/EOFs?

–Which normalisation constraint?