Functional Data Analysis

In this paper, we develop a new extension of the singular spectrum analysis (SSA) called functionalSSA to analyze functional time series. The new methodology is constructed by integrating ideasfrom functional data analysis and univariate SSA. …

This article introduces functional singular spectrum analysis (FSSA), an extension of singular spectrum analysis for functional time series. By defining a functional trajectory operator and developing a computationally tractable functional singular …