conftrace_

probability of causation

5 papers

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Also known as

POC

Co-occurring keywords · papers mentioning both

probability of necessity and sufficiency (3) causal inference (3) identification theorem (2) observational data (2) causal mediation analysis (1) plug-in estimator (1) probability of necessity (1) proxy covariate (1) natural causal effect (1) path-specific probability (1)

Papers

Evaluation of "Probabilities of Causation" in Case-Control Studies: Identification and Estimation UAI 2026 Decomposition of Probabilities of Causation with Two Mediators UAI 2025 Mediation Analysis for Probabilities of Causation AAAI 2025 Probabilities of Causation with Nonbinary Treatment and Effect AAAI 2024 On Learning Necessary and Sufficient Causal Graphs NeurIPS 2023