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stat.ML2020
Functional Time Series Forecasting: Functional Singular Spectrum Analysis Approaches
Jordan Trinka, Hossein Haghbin, Mehdi Maadooliat
In this paper, we propose two nonparametric methods used in the forecasting of functional time-dependent data, namely functional singular spectrum analysis recurrent forecasting an…
stat.ME2020★ 1 cited
Multivariate Functional Singular Spectrum Analysis Over Different Dimensional Domains
Jordan Trinka, Hossein Haghbin, Mehdi Maadooliat
In this work, we develop multivariate functional singular spectrum analysis (MFSSA) over different dimensional domains which is the functional extension of multivariate singular sp…