Determination of the effective cointegration rank in high-dimensional time-series predictive regressions

Puyi Fang, Zhaoxing Gao, Ruey S. Tsay

This paper proposes a new approach to identifying the effective cointegration rank in high-dimensional unit-root (HDUR) time series from a prediction perspective using reduced-rank…