Distance preservation in state-space methods for detecting causal interactions in dynamical systems

Matthew O'Shaughnessy, Mark Davenport, Christopher Rozell

We analyze the popular ``state-space'' class of algorithms for detecting casual interaction in coupled dynamical systems. These algorithms are often justified by Takens' embedding…