Consider the random variable where is an Hermitian Wigner matrix, , and choose (possibly -dependent) regular functions as well as bounded deterministic matrices . We give a functional central limit theorem showing that the fluctuations around the expectation are Gaussian. Moreover, we determine the limiting covariance structure and give explicit error bounds in terms of the scaling of and the number of traceless matrices among , thus extending the results of [Cipolloni, Erdős, Schröder 2023] to products of arbitrary length . As an application, we consider the fluctuation of around its thermal value when is large and give an explicit formula for the variance.

生成讲解博客的中文版本

生成AI智能校验的中文版本