Dyson Brownian motion;
Local law;
Girko's formula;
Linear statistics;
Central limit theorem;
LINEAR EIGENVALUE STATISTICS;
FIXED-ENERGY UNIVERSALITY;
LOCAL SPECTRAL STATISTICS;
GAUSSIAN FLUCTUATIONS;
CONDITION NUMBER;
ENSEMBLES;
REAL;
D O I:
10.1007/s00440-023-01229-1
中图分类号:
O21 [概率论与数理统计];
C8 [统计学];
学科分类号:
020208 ;
070103 ;
0714 ;
摘要:
We prove that the mesoscopic linear statistics Sigma(i)f (n(a)(sigma(i) - z(0))) of the eigenvalues {sigma(i)}(i) of large nxn non-Hermitian random matrices with complex centred i.i.d. entries are asymptotically Gaussian for any H-0(2) -functions f around any point z0 in the bulk of the spectrum on any mesoscopic scale 0 < a < 1/2. This extends our previous result (Cipolloni et al. in Commun Pure Appl Math, 2019. arXiv:1912.04100), that was valid on the macroscopic scale, a = 0, to cover the entire mesoscopic regime. The main novelty is a local law for the product of resolvents for the Hermitization of X at spectral parameters z(1), z(2) with an improved error term in the entire mesoscopic regime |z(1) - z(2)| >> n(-1/2). The proof is dynamical; it relies on a recursive tandem of the characteristic flow method and the Green function comparison idea combined with a separation of the unstable mode of the underlying stability operator.
机构:
Hong Kong Univ Sci & Technol, Dept Math, Kowloon, Clear Water Bay, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Math, Kowloon, Clear Water Bay, Hong Kong, Peoples R China
Chan, Chin Hei
Xiong, Maosheng
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机构:
Hong Kong Univ Sci & Technol, Dept Math, Kowloon, Clear Water Bay, Hong Kong, Peoples R ChinaHong Kong Univ Sci & Technol, Dept Math, Kowloon, Clear Water Bay, Hong Kong, Peoples R China
机构:
Univ Sao Paulo, Inst Fis, Caixa Postal 66318, BR-05314970 Sao Paulo, SP, BrazilUniv Sao Paulo, Inst Fis, Caixa Postal 66318, BR-05314970 Sao Paulo, SP, Brazil
Goulart, Cleverson A.
Pato, Mauricio P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Sao Paulo, Inst Fis, Caixa Postal 66318, BR-05314970 Sao Paulo, SP, BrazilUniv Sao Paulo, Inst Fis, Caixa Postal 66318, BR-05314970 Sao Paulo, SP, Brazil