Relating Granger causality to directed information theory for networks of stochastic processes

Pierre-Olivier Amblard, Olivier J. J. Michel

This paper addresses the problem of inferring circulation of information between multiple stochastic processes. We discuss two possible frameworks in which the problem can be studi…