Introduction to Judea Pearl's Do-Calculus
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Abstract (arXiv)
This is a purely pedagogical paper with no new results. The goal of the paper is to give a fairly self-contained introduction to Judea Pearl's do-calculus, including proofs of his 3 rules.
Key facts. Cited by 5 papers in the map (data through 7 Oct 2026). First posted on arXiv 26 Apr 2013.
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Citing papers per year: 2021: 2; 2022: 0; 2023: 0; 2024: 1; 2025: 0; 2026: 2.
5 papers.
- 2024The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoningcited by 5
- 2021Causal Inference in medicine and in health policy, a summarycited by 4
- 2021Robust Reconfigurable Intelligent Surfaces via Invariant Risk and Causal Representationscited by 1
- 2026GridVQA-X: A Framework for Evaluating Multimodal Explainability Methodscited by 0
- 2026OrDA: Orthogonal Disentanglement of Access Habits Framework for Homepage Marketing Block Recommendationscited by 0
- 2026OrDA: Orthogonal Disentanglement of Access Habits Framework for Homepage Marketing Block Recommendations15 Jul 2026
- 2026GridVQA-X: A Framework for Evaluating Multimodal Explainability Methods2 Jun 2026
- 2024The Odyssey of Commonsense Causality: From Foundational Benchmarks to Cutting-Edge Reasoning27 Jun 2024
- 2021Causal Inference in medicine and in health policy, a summary10 May 2021
- 2021Robust Reconfigurable Intelligent Surfaces via Invariant Risk and Causal Representations4 May 2021