Jacobian Granger Causal Neural Networks for Analysis of Stationary and Nonstationary Data

Suryadi, Yew-Soon Ong, Lock Yue Chew

Granger causality is a commonly used method for uncovering information flow and dependencies in a time series. Here we introduce JGC (Jacobian Granger Causality), a neural network-…