arXiv Analytics

Sign in

arXiv:1308.1057 [math.PR]AbstractReferencesReviewsResources

Universality of local eigenvalue statistics in random matrices with external source

Sean O'Rourke, Van Vu

Published 2013-08-05, updated 2014-03-18Version 3

Consider a random matrix of the form $W_n = M_n + D_n$, where $M_n$ is a Wigner matrix and $D_n$ is a real deterministic diagonal matrix ($D_n$ is commonly referred to as an external source in the mathematical physics literature). We study the universality of the local eigenvalue statistics of $W_n$ for a general class of Wigner matrices $M_n$ and diagonal matrices $D_n$. Unlike the setting of many recent results concerning universality, the global semicircle law fails for this model. However, we can still obtain the universal sine kernel formula for the correlation functions. This demonstrates the remarkable phenomenon that local laws are more resilient than global ones. The universality of the correlation functions follows from a four moment theorem, which we prove using a variant of the approach used earlier by Tao and Vu.

Comments: 32 pages; minor corrections; to appear, Random Matrices: Theory and applications
Journal: Random Matrices: Theory and Applications, Vol. 3, No. 2 (2014)
Categories: math.PR, math-ph, math.MP
Related articles: Most relevant | Search more
arXiv:0906.0510 [math.PR] (Published 2009-06-02, updated 2010-06-29)
Random matrices: Universality of local eigenvalue statistics
arXiv:math/0204312 [math.PR] (Published 2002-04-25, updated 2004-02-21)
On the universality of the probability distribution of the product $B^{-1}X$ of random matrices
arXiv:0807.4898 [math.PR] (Published 2008-07-30, updated 2009-04-23)
Random matrices: Universality of ESDs and the circular law