Powers of large random unitary matrices and Toeplitz determinants
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- by Maurice Duits and Kurt Johansson
- Trans. Amer. Math. Soc. 362 (2010), 1169-1187
- DOI: https://doi.org/10.1090/S0002-9947-09-04542-5
- Published electronically: October 15, 2009
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Abstract:
We study the limiting behavior of $\operatorname {Tr}U^{k(n)}$, where $U$ is an $n\times n$ random unitary matrix and $k(n)$ is a natural number that may vary with $n$ in an arbitrary way. Our analysis is based on the connection with Toeplitz determinants. The central observation of this paper is a strong Szegö limit theorem for Toeplitz determinants associated to symbols depending on $n$ in a particular way. As a consequence of this result, we find that for each fixed $m\in \mathbb {N}$, the random variables $\operatorname {Tr}U^{k_j(n)}/\sqrt {\min (k_j(n),n)}$, $j=1,\ldots ,m$, converge to independent standard complex normals.References
- Estelle L. Basor and Harold Widom, On a Toeplitz determinant identity of Borodin and Okounkov, Integral Equations Operator Theory 37 (2000), no. 4, 397–401. MR 1780119, DOI 10.1007/BF01192828
- Estelle Basor and Harold Widom, Toeplitz and Wiener-Hopf determinants with piecewise continuous symbols, J. Funct. Anal. 50 (1983), no. 3, 387–413. MR 695420, DOI 10.1016/0022-1236(83)90010-1
- Alexei Borodin and Andrei Okounkov, A Fredholm determinant formula for Toeplitz determinants, Integral Equations Operator Theory 37 (2000), no. 4, 386–396. MR 1780118, DOI 10.1007/BF01192827
- Albrecht Böttcher and Bernd Silbermann, Introduction to large truncated Toeplitz matrices, Universitext, Springer-Verlag, New York, 1999. MR 1724795, DOI 10.1007/978-1-4612-1426-7
- Persi Diaconis, Patterns in eigenvalues: the 70th Josiah Willard Gibbs lecture, Bull. Amer. Math. Soc. (N.S.) 40 (2003), no. 2, 155–178. MR 1962294, DOI 10.1090/S0273-0979-03-00975-3
- Persi Diaconis and Steven N. Evans, Linear functionals of eigenvalues of random matrices, Trans. Amer. Math. Soc. 353 (2001), no. 7, 2615–2633. MR 1828463, DOI 10.1090/S0002-9947-01-02800-8
- Persi Diaconis and Mehrdad Shahshahani, On the eigenvalues of random matrices, J. Appl. Probab. 31A (1994), 49–62. Studies in applied probability. MR 1274717, DOI 10.2307/3214948
- J. S. Geronimo and K. M. Case, Scattering theory and polynomials orthogonal on the unit circle, J. Math. Phys. 20 (1979), no. 2, 299–310. MR 519213, DOI 10.1063/1.524077
- C. P. Hughes and Z. Rudnick, Linear statistics of low-lying zeros of $L$-functions, Q. J. Math. 54 (2003), no. 3, 309–333. MR 2013141, DOI 10.1093/qjmath/54.3.309
- C. P. Hughes and Z. Rudnick, Mock-Gaussian behaviour for linear statistics of classical compact groups, J. Phys. A 36 (2003), no. 12, 2919–2932. Random matrix theory. MR 1986399, DOI 10.1088/0305-4470/36/12/304
- E. M. Rains, High powers of random elements of compact Lie groups, Probab. Theory Related Fields 107 (1997), no. 2, 219–241. MR 1431220, DOI 10.1007/s004400050084
- Alexander Soshnikov, The central limit theorem for local linear statistics in classical compact groups and related combinatorial identities, Ann. Probab. 28 (2000), no. 3, 1353–1370. MR 1797877, DOI 10.1214/aop/1019160338
- Harold Widom, Asymptotic behavior of block Toeplitz matrices and determinants. II, Advances in Math. 21 (1976), no. 1, 1–29. MR 409512, DOI 10.1016/0001-8708(76)90113-4
- K. Wieand, Eigenvalue distributions of random unitary matrices, Probab. Theory Related Fields 123 (2002), no. 2, 202–224. MR 1900322, DOI 10.1007/s004400100186
Bibliographic Information
- Maurice Duits
- Affiliation: Department of Mathematics, Katholieke Universiteit Leuven, Celestijnenlaan 200 B, 3001 Leuven, Belgium
- Address at time of publication: Department of Mathematics, California Institute of Technology, 1200 E. California Boulevard, Pasadena, California 91101
- MR Author ID: 796143
- Email: maurice.duits@wis.kuleuven.be
- Kurt Johansson
- Affiliation: Department of Mathematics, Royal Institute of Technology, SE-100 44 Stockholm, Sweden
- MR Author ID: 258098
- Email: kurtj@kth.se
- Received by editor(s): July 11, 2006
- Received by editor(s) in revised form: April 24, 2007
- Published electronically: October 15, 2009
- Additional Notes: The first author is a research assistant of the Fund for Scientific Research–Flanders and was supported by the Marie Curie Training Network ENIGMA, European Science Foundation Program MISGAM, FWO-Flanders project G.0455.04, K.U. Leuven research grant OT/04/21 and Belgian Interuniversity Attraction Pole P06/02
The second author was supported by the Göran Gustafsson Foundation (KVA) - © Copyright 2009
American Mathematical Society
The copyright for this article reverts to public domain 28 years after publication. - Journal: Trans. Amer. Math. Soc. 362 (2010), 1169-1187
- MSC (2000): Primary 60B15; Secondary 47B35, 15A52, 60F05
- DOI: https://doi.org/10.1090/S0002-9947-09-04542-5
- MathSciNet review: 2563725