Eigenvalue processes of symmetric tridiagonal matrix-valued processes associated with Gaussian beta ensemble

被引:0
|
作者
Yabuoku, Satoshi [1 ]
机构
[1] Natl Inst Technol, Kitakyushu Coll, 5-20-1 Shii, Fukuoka 8020985, Japan
关键词
Gaussian beta ensemble; Dyson's Brownian motion; Eigenvalue processes; Minor eigenvalues; Non-colliding processes; BROWNIAN-MOTION; PARTICLES;
D O I
10.1016/j.spa.2023.07.004
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 consider the symmetric tridiagonal matrix-valued process associated with Gaussian beta ensemble (G & beta;E) by putting independent Brownian motions and Bessel processes on the diagonal entries and upper (lower)-diagonal ones, respectively. Then, we derive the stochastic differential equations that the eigenvalue processes satisfy, and we show that eigenvalues of their (indexed) principal minor sub-matrices appear in the stochastic differential equations. By the Cauchy's interlacing argument for eigenvalues, we can characterize the sufficient condition that the eigenvalue processes never collide with each other almost surely, by the dimensions of the Bessel processes. (c) 2023 The Author. Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/).
引用
收藏
页码:139 / 159
页数:21
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