High-dimensional functional time series forecasting: An application to age-specific mortality rates

Yuan Gao, Han Lin Shang, Yanrong Yang

We address the problem of forecasting high-dimensional functional time series through a two-fold dimension reduction procedure. The difficulty of forecasting high-dimensional funct…