Asymptotic behavior for log-determinants of several non-Hermitian rand om matrices
Lei CHEN, Shaochen WANG
Asymptotic behavior for log-determinants of several non-Hermitian rand om matrices
We study the asymptotic behavior for log-determinants of two unitary but non-Hermitian random matrices: the spherical ensembles A−1B, where A and B are independent complex Ginibre ensembles and the truncation of circular unitary ensembles. The corresponding Berry-Esseen bounds and Cramér type moderate deviations are established. Our method is based on the estimates of corresponding cumulants. Numerical simulations are also presented to illustrate the theoretical results.
Log-determinants / Berry-Esseen bounds / moderate deviations / spherical ensembles / circular unitary ensembles
[1] |
AkemannG, BurdaZ. Universal microscopic correlation functions for products of independent Ginibre matrices. J Phys A, 2012, 45(46): 465201
CrossRef
Google scholar
|
[2] |
BaoZ G, PanG M, ZhouW. The logarithmic law of random determinant. Bernoulli, 2015, 21(3): 1600–1628
CrossRef
Google scholar
|
[3] |
CaiT, LiangT Y, ZhouH. Law of log determinant of sample covariance matrix and optimal estimation of differential entropy for high-dimensional Gaussian distributions. J Multivariate Anal, 2015, 137: 161–172
CrossRef
Google scholar
|
[4] |
ChenL, GaoF Q, WangS C. Berry-esseen bounds and Cramér type large deviations for eigenvalues of random matrices. Sci China Ser A, 2015, 58(9): 1959–1980
CrossRef
Google scholar
|
[5] |
DelannayR, Le CaërG. Distribution of the determinant of a random real-symmetric matrix from the Gaussian orthogonal ensemble. Phys Rev E, 2000, 62(2): 1526
CrossRef
Google scholar
|
[6] |
DöringH, EichelsbacherP. Moderate deviations for the determinant of Wigner matrices. In: Limit Theorems in Probability, Statistics and Number Theory. Berlin: Springer, 2013, 253–275
CrossRef
Google scholar
|
[7] |
ForresterP J, MaysA. Pfaffian point process for the Gaussian real generalized eigenvalue problem. Probab Theory Related Fields, 2012, 154(1-2): 1–47
CrossRef
Google scholar
|
[8] |
GirkoV L. The central limit theorem for random determinants. Theory Probab Appl, 1980, 24(4): 729–740
CrossRef
Google scholar
|
[9] |
GoodmanN R. The distribution of the determinant of a complex Wishart distributed matrix. Ann Math statist, 1963, 34(1): 178–180
CrossRef
Google scholar
|
[10] |
JiangH, WangS C. Cramér type moderate deviation and Berry-Esseen bound for the Log-determinant of sample covariance matrix. Preprint
|
[11] |
JiangT F, QiY C. Spectral radii of large non-hermitian random matrices. J Theoret Probab, 2015, 1–39
|
[12] |
KrishnapurM. From random matrices to random analytic functions. Ann Probab, 2009, 37(1): 314–346
CrossRef
Google scholar
|
[13] |
LebedevN N. Special Functions and their Applications. Englewood Cliffs: Prentice-Hall Inc, 1965
|
[14] |
MezzadriF. How to generate random matrices from the classical compact groups. Notices Amer Math Soc, 2007, 54(5): 592–604
|
[15] |
NguyenH, VuV. Random matrices: Law of the determinant. Ann Probab, 2014, 42(1): 146–167
CrossRef
Google scholar
|
[16] |
SaulisL, StatuleviciusV A. Limit Theorems for Large Deviations. New York: Springer, 1991
CrossRef
Google scholar
|
[17] |
TaoT, VuV. A central limit theorem for the determinant of a Wigner matrix. Adv Math, 2012, 231(1): 74–101
CrossRef
Google scholar
|
[18] |
ZyczkowskiK. Truncations of random unitary matrices. J Phys A, 2000, 33(10): 2045
CrossRef
Google scholar
|
/
〈 | 〉 |