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Automated Parameter Selection in Singular Spectrum Analysis for Time Series Analysis

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In spite of wide applications of the singular spectrum analysis (SSA) method, understanding how SSA reconstructs time series and eliminates noise remains challenging due to its complex process. This study provided a novel geometric perspective to elucidate the... ...