Permutation Matrices, Wreath Products, and the Distribution of Eigenvalues |
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Authors: | Kelly Wieand |
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Affiliation: | (1) Department of Health Studies, University of Chicago, 5841 S. Maryland Ave., MC 2007, Chicago, Illinois, 60637 |
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Abstract: | We consider a class of random matrix ensembles which can be constructed from the random permutation matrices by replacing the nonzero entries of the n×n permutation matrix matrix with M×M diagonal matrices whose entries are random Kth roots of unity or random points on the unit circle. Let X be the number of eigenvalues lying in a specified arc I of the unit circle, and consider the standardized random variable (X–E[X])/(Var(X))1/2. We show that for a fixed set of arcs I1,...,IN, the corresponding standardized random variables are jointly normal in the large n limit, and compare the covariance structures which arise with results for other random matrix ensembles. |
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Keywords: | random matrices permutations wreath products |
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