Causal Effect Identification in Cluster DAGs

v1v2 (latest)

Causal Effect Identification in Cluster DAGs

22 February 2022

Tarandeep Anand

Elias Bareinboim

ArXiv (abs)PDF HTML

Papers citing "Causal Effect Identification in Cluster DAGs"

9 / 9 papers shown

Title
Your Assumed DAG is Wrong and Here's How To Deal With It Kirtan Padh Zhufeng Li Cecilia Casolo Niki Kilbertus CML 86 0 0 24 Feb 2025
Nested Counterfactual Identification from Arbitrary Surrogate Experiments Juan D Correa Sanghack Lee Elias Bareinboim CML 33 36 0 07 Jul 2021
Abstracting Causal Models Sander Beckers Joseph Y. Halpern 88 107 0 10 Dec 2018
Causal Consistency of Structural Equation Models Paul Kishan Rubenstein S. Weichwald Stephan Bongers Joris M. Mooij Dominik Janzing Moritz Grosse-Wentrup Bernhard Schölkopf CML 83 129 0 04 Jul 2017
Multi-Level Cause-Effect Systems Krzysztof Chalupka Pietro Perona F. Eberhardt CML 50 56 0 25 Dec 2015
Visual Causal Feature Learning Krzysztof Chalupka Pietro Perona F. Eberhardt CML OOD 86 141 0 07 Dec 2014
On the Testable Implications of Causal Models with Hidden Variables Jin Tian Judea Pearl CML 68 176 0 12 Dec 2012
Pearl's Calculus of Intervention Is Complete Yimin Huang Marco Valtorta CML 89 232 0 27 Jun 2012
Characterization and Greedy Learning of Interventional Markov Equivalence Classes of Directed Acyclic Graphs Alain Hauser Peter Buhlmann CML 95 426 0 14 Apr 2011