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Bounds on the norm of Wigner-type random matrices

Published 14 Feb 2018 in math.PR | (1802.05175v1)

Abstract: We consider a Wigner-type ensemble, i.e. large hermitian $N\times N$ random matrices $H=H*$ with centered independent entries and with a general matrix of variances $S_{xy}=\mathbb E|H_{xy}|2$. The norm of $H$ is asymptotically given by the maximum of the support of the self-consistent density of states. We establish a bound on this maximum in terms of norms of powers of $S$ that substantially improves the earlier bound $2| S|{1/2}_\infty$ given in [arXiv:1506.05098]. The key element of the proof is an effective Markov chain approximation for the contributions of the weighted Dyck paths appearing in the iterative solution of the corresponding Dyson equation.

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