半重尾wigner矩阵线性谱统计量的协方差核

Pub Date : 2020-10-08 DOI:10.1142/s201032632250054x
A. Lodhia, A. Maltsev
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引用次数: 1

摘要

本文分析了作为Wigner矩阵线性谱统计涨落极限的高斯过程的协方差核。更准确地说,我们这里研究的过程对应于具有独立元素的厄米矩阵,这些元素在$2<\ α < 4$时具有$\ α $矩。通过显式地对已知的二重拉普拉斯变换积分公式进行积分,得到了由Stieltjes变换波动引起的极限过程的协方差的封闭形式$\alpha$依赖表达式。然后将协方差表示为作用于有界连续测试函数的积分核。由此产生的公式使我们能够对该矩阵集合的典型大特征值对协方差结构的影响提供启发式解释。
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COVARIANCE KERNEL OF LINEAR SPECTRAL STATISTICS FOR HALF-HEAVY TAILED WIGNER MATRICES
In this paper we analyze the covariance kernel of the Gaussian process that arises as the limit of fluctuations of linear spectral statistics for Wigner matrices with a few moments. More precisely, the process we study here corresponds to Hermitian matrices with independent entries that have $\alpha$ moments for $2<\alpha < 4$. We obtain a closed form $\alpha$-dependent expression for the covariance of the limiting process resulting from fluctuations of the Stieltjes transform by explicitly integrating the known double Laplace transform integral formula obtained in the literature. We then express the covariance as an integral kernel acting on bounded continuous test functions. The resulting formulation allows us to offer a heuristic interpretation of the impact the typical large eigenvalues of this matrix ensemble have on the covariance structure.
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