Mixed moments of Voiculescu's Gaussian random matrices (Q1585970)
From MaRDI portal
| This is the item page for this Wikibase entity, intended for internal use and editing purposes. Please use this page instead for the normal view: Mixed moments of Voiculescu's Gaussian random matrices |
scientific article; zbMATH DE number 1529983
| Language | Label | Description | Also known as |
|---|---|---|---|
| English | Mixed moments of Voiculescu's Gaussian random matrices |
scientific article; zbMATH DE number 1529983 |
Statements
Mixed moments of Voiculescu's Gaussian random matrices (English)
0 references
17 January 2002
0 references
The main result of this important paper is an explicit combinatorial formula for the mixed moments of Gaussian Hermitian matrices, i.e., for \(E(\text{tr}_n(X_{i_1}\cdots X_{i_p}))\) \((i_1,\dots, i_p\in \mathbb{N})\) where \((X_i)_{i\geq 1}\) is a sequence of independent Hermitian random \(n\times n\)-matrices. A result of D. Voiculescu then immediately implies that these moments converge with order \(O(1/n^2)\). This fact is used to prove that \(\text{tr}_n(X_{i_1}\cdots X_{i_p})\) converges almost surely. In fact, the author gives a new short proof of a more general recent almost sure result of F. Hiai and D. Petz which is stated in terms of noncommuting polynomials and noncommutative free probability theory. Moreover, an alternative proof is given of the result of S. Wasserman that free group factors embed into ultra products of matrix algebras. Finally, the almost sure result above is used to obtain asymptotic bounds for the minimum and maximum of the spectrum of \(S^*S\) for Gaussian random matrices \(S\) with operator entries.
0 references
almost sure convergence
0 references
Gaussian random matrices with operator entries
0 references
explicit combinatorial formula
0 references
mixed moments of Gaussian Hermitian matrices
0 references
noncommuting polynomials
0 references
noncommutative free probability
0 references
free group factors
0 references
ultra products of matrix algebras
0 references