This book focuses on singular spectrum analysis (SSA), a pattern recognition method, and its bivariate, multivariate, and robust variants. SSA can be applied to the detection of abnormalities in periodic biosignals, such as ECG, oxygen levels, arterial pressure, EEGs, and more. This book describes signal source separation, extraction, decomposition, and factorization in the context of biomedical signals.