From Ordinary Differential Equations to Structural Causal Models: the deterministic case.
Joris M. MooijDominik JanzingBernhard SchölkopfPublished in: CoRR (2014)
Keyphrases
- causal models
- ordinary differential equations
- structural model
- structural equation models
- causal discovery
- differential equations
- directed acyclic graph
- causal relationships
- conditional independence
- dynamic systems
- causal structure
- numerical solution
- causal reasoning
- tractable cases
- data sets
- partial differential equations