Title of article :
Universality in complex Wishart ensembles for general covariance matrices with 2 distinct eigenvalues
Author/Authors :
Mo، نويسنده , , M.Y.، نويسنده ,
Issue Information :
دوفصلنامه با شماره پیاپی سال 2010
Pages :
23
From page :
1203
To page :
1225
Abstract :
We considered N × N Wishart ensembles in the class W C ( Σ N , M ) (complex Wishart matrices with M degrees of freedom and covariance matrix Σ N ) such that N 0 eigenvalues of Σ N are 1 and N 1 = N − N 0 of them are a . We studied the limit as M , N , N 0 and N 1 all go to infinity such that N M → c , N 1 N → β and 0 < c , β < 1 . In this case, the limiting eigenvalue density can either be supported on 1 or 2 disjoint intervals in R + , and a phase transition occurs when the support changes from 1 interval to 2 intervals. By using the Riemann–Hilbert analysis, we have shown that when the phase transition occurs, the eigenvalue distribution is described by the Pearcey kernel near the critical point where the support splits.
Keywords :
Wishart matrices , Riemann–Hilbert problem , phase transition , Universality , Random matrix theory
Journal title :
Journal of Multivariate Analysis
Serial Year :
2010
Journal title :
Journal of Multivariate Analysis
Record number :
1565419
Link To Document :
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