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Quantitative CLT for linear eigenvalue statistics of Wigner matrices

Quantitative CLT for linear eigenvalue statistics of Wigner matrices

In this article, we establish a near-optimal convergence rate for the CLT of linear eigenvalue statistics of NƗN Wigner matrices, in Kolmogorovā€“Smirnov distance. For all test functions fāˆˆC5(R), we show that the convergence rate is either Nāˆ’1/2+Īµ or Nāˆ’1+Īµ, depending on the first Chebyshev coefficient of f and the third ā€¦