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q-bio.QM2020★ 16 cited
Local Granger Causality
Sebastiano Stramaglia, Tomas Scagliarini, Yuri Antonacci +1
Granger causality is a statistical notion of causal influence based on prediction via vector autoregression. For Gaussian variables it is equivalent to transfer entropy, an informa…
q-bio.QM2017
Multiscale Granger causality analysis by à trous wavelet transform
Sebastiano Stramaglia, Iege Bassez, Luca Faes +1
Since interactions in neural systems occur across multiple temporal scales, it is likely that information flow will exhibit a multiscale structure, thus requiring a multiscale gene…