On singular values of large dimensional lag-tau sample autocorrelation matrices

Zhanting Long, Zeng Li, Ruitao Lin

We study the limiting behavior of singular values of a lag-$\tau$ sample auto-correlation matrix ${\mathbf{R}}_{\tau }^{\epsilon }$ of error term $\epsilon$ in the high-dimensional factor model. We establish the…