Singular Spectrum Analysis for time series: Introduction to this special issue

Abstract

In this introduction we briefly describe the methodology of the Singular Spectrum Analysis (SSA), some versions and extensions of the basic version of SSA as well as connec-tions between SSA and subspace-based methods in signal processing. We also briefly touch upon some history of SSA and mention some areas of application of SSA.