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2013

Introduction to Judea Pearl's Do-Calculus

Tucci, Robert R.

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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.

Introduction to Judea Pearl's Do-Calculus · Around

Built on

J. Pearl, “Causal diagrams for empirical research”, R-218-B. (available in pdf format at J. Pearl’s website) Biometrika 82, 669-710 (1975)
1975
Earlier work this paper cites.

Similar

Daphne Koller, Nir Friedman, Probabilistic Graphical Models, Principles and Techniques
2009
Cited alongside, same era.

Then

J. Pearl, “The Do-Calculus Revisited”, Keynote Lecture Aug. 17, 2012, UAI-2012. (available in pdf format at J. Pearl’s website)
2012
Later among the works it cites.

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