Limit theorems for random permanents with exchangeable structure
Permanents of random matrices extend the concept of U-statistics with product kernels. In this paper, we study limiting behavior of permanents of random matrices with independent columns of exchangeable components. Our main results provide a general framework which unifies already existing asymptotic theory for projection matrices as well as matrices of all-iid entries. The method of the proofs is based on a Hoeffding-type orthogonal decomposition of a random permanent function. The decomposition allows us to relate asymptotic behavior of permanents to that of elementary symmetric polynomials based on triangular arrays of rowwise independent rv's.
Year of publication: |
2004
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Authors: | Rempala, Grzegorz A. ; Wesolowski, Jacek |
Published in: |
Journal of Multivariate Analysis. - Elsevier, ISSN 0047-259X. - Vol. 91.2004, 2, p. 224-239
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Publisher: |
Elsevier |
Keywords: | Random permanent Orthogonal expansion Central limit theorem |
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