Understanding causation via correlations and linear response theory
Marco Baldovin, Fabio Cecconi, Angelo Vulpiani · Physical Review Research · 2020
The authors study the relation between causation and correlations in the context of linear response theory and discuss a method to determine causal links from correlations, under suitable linearity assumptions.