I am trying to get some quick background on how correlation matrix can be analyzed from a random matrix viewpoint and how to conduct an Eigen value analysis of the correlation matrix. I am fairly new in this, if you please suggest some good introductory material it will be great help. The application area that I am targeting is stock markets.

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