Identifiability and Transportability in Dynamic Causal Networks

Gilles Blondel, Marta Arias, Ricard Gavaldà

In this paper we propose a causal analog to the purely observational Dynamic Bayesian Networks, which we call Dynamic Causal Networks. We provide a sound and complete algorithm for…