15 citations · 29 across the 6 of their papers we have counts for
Showing 2018 · cs.AIShow all
2 papers · 2 filters
cs.AI2018★ 15 cited
Beyond Structural Causal Models: Causal Constraints Models
Tineke Blom, Stephan Bongers, Joris M. Mooij
Structural Causal Models (SCMs) provide a popular causal modeling framework. In this work, we show that SCMs are not flexible enough to give a complete causal representation of dyn…
cs.AI2018★ 4 cited
Causal Modeling of Dynamical Systems
Stephan Bongers, Tineke Blom, Joris M. Mooij
Dynamical systems are widely used in science and engineering to model systems consisting of several interacting components. Often, they can be given a causal interpretation in the…