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The aim of this work is to describe and compare three exploratory chemometrical tools, principal components analysis, independent components analysis and common components analysis, the last one being a modification of the multi-block statistical method known as common components and specific weights analysis. The three methods were applied to a set of data to show the differences and similarities...
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