Spectral structure of singular spectrum decomposition for time series

Kenji Kume, Naoko Nose-Togawa

Singular spectrum analysis (SSA) is a nonparametric and adaptive spectral decomposition of a time series. The singular value decomposition of the trajectory matrix and the anti-dia…