What is principal component analysis?

M Ringnér - Nature biotechnology, 2008 - nature.com
Nature biotechnology, 2008nature.com
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Principal component analysis is often incorporated into genome-wide expression studies, but what is it and how can it be used to explore high-dimensional data?
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