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arxiv: 1712.04889 · v2 · pith:T4F2TO2Enew · submitted 2017-12-13 · 🧮 math.PR

The Edge Universality of Correlated Matrices

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keywords eigenvaluesextremeuniversalitycorrelatededgelocalmatrixprove
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We consider a Gaussian random matrix with correlated entries that have a power law decay of order $d>2$ and prove universality for the extreme eigenvalues. A local law is proved using the self-consistent equation combined with a decomposition of the matrix. This local law along with concentration of eigenvalues around the edge allows us to get an bound for extreme eigenvalues. Using a recent result of the Dyson-Brownian motion, we prove universality of extreme eigenvalues.

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