Nonparametric independence screening and structure identification for ultra-high dimensional longitudinal data

Ming-Yen Cheng, Toshio Honda, Jialiang Li +1

Ultra-high dimensional longitudinal data are increasingly common and the analysis is challenging both theoretically and methodologically. We offer a new automatic procedure for fin…