Feature Extraction for Functional Time Series: Theory and Application to NIR Spectroscopy Data

Yang Yang, Yanrong Yang, Han Lin Shang

We propose a novel method to extract global and local features of functional time series. The global features concerning the dominant modes of variation over the entire function do…