Graphical LASSO Based Model Selection for Time Series

Alexander Jung, Gabor Hannak, Norbert Görtz

We propose a novel graphical model selection (GMS) scheme for high-dimensional stationary time series or discrete time process. The method is based on a natural generalization of t…