# Experiments on synthetic data - Overview

- `run_vario_pi.R`: 
  Tests whether Vario can find partitions for a target variable with known causal parents. A partition of contexts shows where the target's causal mechanism changes. 
    
  Section 6, A1, Figure in Appendix B
  
- `run_vario_DAG_linear.R`:  Tests whether Vario can find the causal parents of a target variable (for data over multiple contexts and different types of mechanism changes).
- `run_utigsp_DAG_linear.sR`:  UnknownTargetInterventionalGSP (for the same settings).
- `run_jci_icp_DAG_linear.R`: JointCausalInference and InvariantCausalPrediction (for the same settings).
