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Spectral norm of random large dimensional noncentral Toeplitz and Hankel matrices
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Arup Bose, Indian Statistical Institute Arnab Sen, University of California, Berkeley |
Abstract
Suppose sn is the spectral norm of either the Toeplitz
or the Hankel matrix whose entries come from an i.i.d. sequence of random
variables with positive mean μ and finite fourth moment. We show that
n-1/2(sn-nμ) converges to the normal distribution in either case. This
behaviour is in contrast to the known result for the Wigner matrices where
sn-nμ is itself asymptotically normal.
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Full text: PDF
Pages: 21-27
Published on: February 13, 2007
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Bibliography
- Bai, Z. D.; Yin, Y. Q. Necessary and sufficient conditions for almost sure convergence of the
largest eigenvalue of a Wigner matrix.
Ann. Probab. 16 (1988), no. 4, 1729--1741. MR0958213 (90a:60069)
- Bryc, Wlodzimierz; Dembo, Amir; Jiang, Tiefeng. Spectral measure of large random Hankel, Markov and Toeplitz
matrices.
Ann. Probab. 34 (2006), no. 1, 1--38. MR2206341 (2007c:60039)
- Hammond, Christopher; Miller, Steven J. Distribution of eigenvalues for the ensemble of real symmetric Toeplitz
matrices.
J. Theoret. Probab. 18 (2005), no. 3, 537--566. MR2167641 (2006h:15023)
- Horn, Roger A.; Johnson, Charles R. Matrix analysis.
Cambridge University Press, Cambridge, 1985. xiii+561 pp. ISBN: 0-521-30586-1 MR0832183 (87e:15001)
- Silverstein, Jack W. The spectral radii and norms of large-dimensional non-central random
matrices.
Comm. Statist. Stochastic Models 10 (1994), no. 3, 525--532. MR1284550 (95k:60086)
- Wigner, Eugene P. Characteristic vectors of bordered matrices with infinite
dimensions.
Ann. of Math. (2) 62 (1955), 548--564. MR0077805 (17,1097c)
- Wigner, Eugene P. On the distribution of the roots of certain symmetric matrices.
Ann. of Math. (2) 67 1958 325--327. MR0095527 (20 #2029)
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Electronic Communications in Probability. ISSN: 1083-589X |
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