The paper considers an extension of factor analysis to moving average processes. The problem is formulated as a rank minimization of a suitable spectral density. It is shown that it can be adequately approximated via a trace norm convex relaxation.
['Mattia Zorzi', 'Rodolphe Sepulchre']
Factor analysis of moving average processes