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A random matrix is a matrix whose entries consist of random variables from some specified distribution. Random matrices have many modern applications in physics, finance, statistics and numerical analysis.

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why the eigen values of a random matrix are not the same?

I'm lacking the intuition for the eigen values distribution of a random matrix following Marchenko–Pastur distribution. If a random matrix is formed with i.i.d samples drawn from standard normal distr …