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11/26/2020
Functional Time Series Forecasting: Functional Singular Spectrum Analysis Approaches
In this paper, we propose two nonparametric methods used in the forecast...
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08/24/2020
Torus Probabilistic Principal Component Analysis
One of the most common problems that any technique encounters is the hig...
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07/28/2020
Collective Spectral Density Estimation and Clustering for Spatially-Correlated Data
In this paper, we develop a method for estimating and clustering two-dim...
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06/06/2020
Multivariate Functional Singular Spectrum Analysis Over Different Dimensional Domains
In this work, we develop multivariate functional singular spectrum analy...
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06/12/2019
Functional Singular Spectrum Analysis
In this paper, we introduce a new extension of the Singular Spectrum Ana...
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11/14/2018