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Principal dynamical components
Principal component analysis time series empirical orthogonal functions
2011/2/22
A new procedure is proposed for the dimensional reduction of time series. Similarly to principal components, the procedure seeks a low-dimensional manifold that minimizes information loss. Unlike prin...