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Functional singular spectrum analysis
In this paper, we develop a new extension of the singular spectrum analysis (SSA) called
functional SSA to analyze functional time series. The new methodology is constructed by …
functional SSA to analyze functional time series. The new methodology is constructed by …
Multivariate functional singular spectrum analysis: A nonparametric approach for analyzing multivariate functional time series
In this chapter, we develop multivariate functional singular spectrum analysis (MFSSA) over
different dimensional domains with the goal of decomposing a multivariate functional time …
different dimensional domains with the goal of decomposing a multivariate functional time …
Multivariate functional singular spectrum analysis over different dimensional domains
In this work, we develop multivariate functional singular spectrum analysis (MFSSA) over
different dimensional domains which is the functional extension of multivariate singular …
different dimensional domains which is the functional extension of multivariate singular …
[BUKU][B] Functional singular spectrum analysis: Nonparametric decomposition and forecasting approaches for functional time series
J Trinka - 2021 - search.proquest.com
In this dissertation, we develop nonparametric decomposition methods and the subsequent
forecasting techniques for functional, time-dependent data known as functional time series …
forecasting techniques for functional, time-dependent data known as functional time series …
Functional time series forecasting: Functional singular spectrum analysis approaches
We introduce two novel nonparametric forecasting methods designed for functional time
series (FTS), namely, functional singular spectrum analysis (FSSA) recurrent and vector …
series (FTS), namely, functional singular spectrum analysis (FSSA) recurrent and vector …