Spiked eigenvalues of high-dimensional sample autocovariance matrices: CLT and applications

Daning Bi, Xiao Han, Adam Nie +1

High-dimensional autocovariance matrices play an important role in dimension reduction for high-dimensional time series. In this article, we establish the central limit theorem (CL…