A central limit theorem for the determinant of a Wigner matrix

preprint2012arXivOpen access

Abstract

We establish a central limit theorem for the log-determinant log⁡∣det⁡(Mn)∣\log|\det(M_n)| of a Wigner matrix MnM_n, under the assumption of four matching moments with either the GUE or GOE ensemble. More specifically, we show that this log-determinant is asymptotically distributed like N(log⁡n!−1/2log⁡n,1/2log⁡n)RN(\log \sqrt{n!} - 1/2 \log n, 1/2 \log n)_\R when one matches moments with GUE, and N(log⁡n!−1/4log⁡n,1/4log⁡n)RN(\log \sqrt{n!} - 1/4 \log n, 1/4 \log n)_\R when one matches moments with GOE.

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