Multivariate normal approximation for traces of orthogonal and symplectic matrices

preprint2021arXivOpen access

Abstract

We show that the distance in total variation between (Tr U,12Tr U2,⋯ ,1mTr Um)(\mathrm{Tr}\ U, \frac{1}{\sqrt{2}}\mathrm{Tr}\ U^2, \cdots, \frac{1}{\sqrt{m}}\mathrm{Tr}\ U^m) and a real Gaussian vector, where UU is a Haar distributed orthogonal or symplectic matrix of size 2n2n or 2n+12n+1, is bounded by Γ(2nm+1)−12Γ(2\frac{n}{m}+1)^{-\frac{1}{2}} times a correction. The correction term is explicit and holds for all n≥m4n\geq m^4, for mm sufficiently large. For n≥m3n\geq m^3 we obtain the bound (nm)−cnm(\frac{n}{m})^{-c\sqrt{\frac{n}{m}}} with an explicit constant cc. Our method of proof is based on an identity of Toeplitz+Hankel determinants due to Basor and Ehrhardt, see \cite{BE}, which is also used to compute the joint moments of the traces.

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