On the Information-theoretic Limits of Graphical Model Selection for Gaussian Time Series

Gabor Hannak, Alexander Jung, Norbert Goertz

We consider the problem of inferring the conditional independence graph (CIG) of a multivariate stationary dicrete-time Gaussian random process based on a finite length observation…