Spectral Density for Random Matrices with Independent Skew-Diagonals
classification
🧮 math.PR
keywords
distributioncorrelationsmatricesrandomindependentlimitingrathersemi-circle
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We consider the empirical eigenvalue distribution of random real symmetric matrices with stochastically independent skew-diagonals and study its limit if the matrix size tends to infinity. We allow correlations between entries on the same skew-diagonal and we distinguish between two types of such correlations, a rather weak and a rather strong one. For weak correlations the limiting distribution is Wigner's semi-circle distribution; for strong correlations it is the free convolution of the semi-circle distribution and the limiting distribution for random Hankel matrices.
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