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Averaging Fluctuations in Resolvents of Random Band Matrices

机译:随机谱带矩阵的平均波动

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We consider a general class of random matrices whose entries are centred random variables, independent up to a symmetry constraint. We establish precise high-probability bounds on the averages of arbitrary monomials in the resolvent matrix entries. Our results generalize the previous results of Erdo{double acute}s et al. (Ann Probab, arXiv:1103.1919, 2013; Commun Math Phys, arXiv:1103.3869, 2013; J Combin 1(2):15-85, 2011) which constituted a key step in the proof of the local semicircle law with optimal error bound in mean-field random matrix models. Our bounds apply to random band matrices and improve previous estimates from order 2 to order 4 in the cases relevant to applications. In particular, they lead to a proof of the diffusion approximation for the magnitude of the resolvent of random band matrices. This, in turn, implies new delocalization bounds on the eigenvectors. The applications are presented in a separate paper (Erdo{double acute}s et al., arXiv:1205.5669, 2013).
机译:我们考虑一类一般的随机矩阵,其条目是中心随机变量,独立于对称约束。我们在分解矩阵条目中的任意单项式的平均值上建立精确的高概率边界。我们的结果概括了Erdo {double急性} s等人的先前结果。 (Ann Probab,arXiv:1103.1919,2013; Commun Math Phys,arXiv:1103.3869,2013; J Combin 1(2):15-85,2011),这是证明具有最佳误差界的局部半圆定律的关键步骤在均场随机矩阵模型中。我们的界限适用于随机带矩阵,并在与应用相关的情况下将先前的估计从2阶提高到4阶。特别地,它们导致了对随机带矩阵的分辨体的大小的扩散近似的证明。反过来,这意味着在特征向量上有新的离域边界。在另一篇论文中介绍了这些应用程序(Erdo {double急性} s等人,arXiv:1205.5669,2013)。

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