Do-Calculus is a formal inference framework in causal graphical models that consists of a set of three rules enabling the transformation of interventional probability expressions involving the do-operator into observational probability expressions under specified conditions imposed by the structure of a directed acyclic graph.
34
Publications
2K
Citations
45
Authors
33
Institutions
Publications per year
2017–2026
13
Publications
34
An Introduction to Causal Inference
Michael E. Sobel · Sociological Methods & Research · 1996 · 140 citations
Pearl's Calculus of Intervention Is Complete
Yimin Huang, Marco Valtorta · arXiv (Cornell University) · 2012 · 106 citations · Full text
1–5 of 34
Authors
45
- JP
10
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- EB
9
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- IS
4
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- JD
3
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- AH
2
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1–5 of 45
Institutions
33
University of California, Los Angeles
Los Angeles, United States
9 h-index
17 publications
1.6K citations
University of Jyväskylä
Jyväskylä, Finland
2 h-index
4 publications
112 citations
Columbia University
New York, United States
2 h-index
5 publications
114 citations
University of South Carolina
Columbia, United States
2 h-index
4 publications
240 citations
University of Helsinki
Helsinki, Finland
2 h-index
3 publications
79 citations
Tencent (China)
Shenzhen, China
1 h-index
3 publications
177 citations
IBM (United States)
Armonk, United States
1 h-index
1 publications
24 citations
University of Arkansas at Little Rock
Little Rock, United States
1 h-index
2 publications
72 citations
1–8 of 33
Venues
- arXiv (Cornell University)
Repository · 6 publications · 251 citations
6
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- Proceedings of the AAAI Conference on Artificial Intelligence
Conference · 5 publications · 112 citations
5
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- eScholarship (California Digital Library)
Repository · 2 publications · 182 citations
2
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- Journal of Statistical Software
JSS · 2 publications · 56 citations
2
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- Modern Language Notes
1 publications · 23 citations
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