A General Method for Deriving Tight Symbolic Bounds on Causal Effects
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Publication:6094085
DOI10.1080/10618600.2022.2071905arXiv2003.10702OpenAlexW4225275056MaRDI QIDQ6094085
Erin E. Gabriel, Arvid Sjölander, Unnamed Author, Michael C. Sachs
Publication date: 9 October 2023
Published in: Journal of Computational and Graphical Statistics (Search for Journal in Brave)
Full work available at URL: https://arxiv.org/abs/2003.10702
Cites Work
- Probabilities of causation: Bounds and identification
- Analytic bounds on causal risk differences in directed acyclic graphs involving three observed binary variables
- Bounds on causal interactions for binary outcomes
- Bounds on Direct Effects in the Presence of Confounded Intermediate Variables
- Identification and Estimation of Local Average Treatment Effects
- Bounds on Treatment Effects From Studies With Imperfect Compliance
- Mendelian randomization as an instrumental variable approach to causal inference
- Causal Bounds for Outcome-Dependent Sampling in Observational Studies
- Nonparametric Bounds for Causal Effects in Imperfect Randomized Experiments
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