Shang, Han Lin; Hyndman, Rob J - Department of Econometrics and Business Statistics, … - 2009
We present a nonparametric method to forecast a seasonal univariate time series, and propose four dynamic updating methods to improve point forecast accuracy. Our methods consider a seasonal univariate time series as a functional time series. We propose first to reduce the dimensionality by...