Works
Causality
The Book of Why
Causal Inference in Statistics: A Primer
The Seven Tools of Causal Inference, with Reflections on Machine Learning
Other pathways using this work
What makes one thing cause another?
Distinguish seeing, intervening and counterfactual reasoning in the graph-based account.
This is not an author-endorsed syllabus. The reconstruction highlights selected works and may omit other commitments.
Can a model learn causes?
Distinguish observation, intervention and counterfactual queries and the assumptions needed to identify them.
This is not an author-endorsed syllabus. The reconstruction highlights selected works and may omit other commitments.