Li, Lexin; Yin, Xiangrong - In: Computational Statistics & Data Analysis 53 (2009) 12, pp. 4106-4115
There have been an increasing number of applications where the number of predictors is large, meanwhile data are repeatedly measured at a sequence of time points. In this article we investigate how dimension reduction method can be employed for analyzing such high-dimensional longitudinal data....