10 citations · 17 across the 6 of their papers we have counts for
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stat.ME2022★ 1 cited
Finding and Listing Front-door Adjustment Sets
Hyunchai Jeong, Jin Tian, Elias Bareinboim
Identifying the effects of new interventions from data is a significant challenge found across a wide range of the empirical sciences. A well-known strategy for identifying such ef…
stat.ME2022★ 1 cited
Causal Effect Identification in Cluster DAGs
Tara V. Anand, Adèle H. Ribeiro, Jin Tian +1
Reasoning about the effect of interventions and counterfactuals is a fundamental task found throughout the data sciences. A collection of principles, algorithms, and tools has been…