On Multivariate Singular Spectrum Analysis: Tensor and Matrix Variants

Anish Agarwal, Abdullah Alomar, Devavrat Shah

We introduce and analyze two extensions of Singular Spectrum Analysis (SSA) to the multivariate setting: a new variant of the well-known matrix-based method (mSSA), and a novel ten…