More info on PCA (principal components analysis) and related techniques is available in various places around the web - jest google. Here are a few sites to get you started:

A simple tutorial on PCA is here.

An introductory discussion of factor analysis (a slightly more general framework than PCA) is here.

Some more advanced material, from a machine-learning point of view, is here.

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