26 citations · 44 across the 6 of their papers we have counts for
Showing 2020Show all
2 papers · 1 filter
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.NC2020
Quantifying dynamical high-order interdependencies from the O-information: an application to neural spiking dynamics
Sebastiano Stramaglia, Tomas Scagliarini, Bryan C. Daniels +1
We address the problem of efficiently and informatively quantifying how multiplets of variables carry information about the future of the dynamical system they belong to. In partic…