Chapter 8 Causal Paths and Closing Back Doors

Learning objectives:

  • identify paths in DAGs
  • understand the difference between good and bad paths, and front-door vs. back-door paths
  • understand how to Close paths
  • find colliders
  • understand how to use paths to test your DAG