A Local Limit Theorem and Delocalization of Eigenvectors for Polynomials in Two Matrices

preprint2020arXivOpen access

Abstract

We propose a boundary regularity condition for the Mn(C)M_n(\mathbb{C})-valued subordination functions in free probability to prove the local limit theorem and delocalization of eigenvectors for polynomials in two random matrices. We prove this through estimating the pair of Mn(C)M_n(\mathbb{C})-valued approximate subordination functions for the sum of two Mn(C)M_n(\mathbb{C})-valued random matrices γ1⊗CN+γ2⊗UN∗DNUNγ_1\otimes C_N+γ_2\otimes U_N^*D_NU_N, where CNC_N, DND_N are deterministic diagonal matrices, and UNU_N is Haar unitary.

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