Cubadda, Gianluca; Hecq, Alain - In: Journal of Forecasting 30 (2011) 3, pp. 325-335
This paper proposes a strategy to detect the presence of common serial cor- relation in large‐dimensional systems. We show that partial least squares can be used to consistently recover the common autocorrelation space. Moreover, a Monte Carlo study reveals that univariate autocorrelation...