Emergent Granger Causality in Neural Networks: Can Prediction Alone Reveal Structure?

Malik Shahid Sultan, Hernando Ombao, Maurizio Filippone

Granger Causality (GC) offers an elegant statistical framework to study the association between multivariate time series data. Vector autoregressive models (VAR) are simple and eas…