Localized Sparse Principal Component Analysis of Multivariate Time Series in Frequency Domain

Jamshid Namdari, Amita Manatunga, Fabio Ferrarelli +1

Principal component analysis has been a main tool in multivariate analysis for estimating a low dimensional linear subspace that explains most of the variability in the data. Howev…