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This is Matlab tutorial: principal component analysis . The main function in this tutorial is princomp. The code can be found in the tutorial section in http... Principal component analysis in Matlab. In Matlab, principal component analysis (PCA) is part of the Statistics Toolbox, see pcacov and princomp.Princomp can be used in the following way: