Modeling High-Dimensional Unit-Root Time Series

Zhaoxing Gao, Ruey S. Tsay

This paper proposes a new procedure to build factor models for high-dimensional unit-root time series by postulating that a $p$-dimensional unit-root process is a nonsingular linea…