conftrace_

nonparametric identification

3 papers

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Co-occurring keywords · papers mentioning both

front-door criterion (1) probabilities of causation (1) mediation analysis (1) explainable artificial intelligence (1) synthetic control (1) proximal causal inference (1) unobserved confounding (1) counterfactual reasoning (1) influence function (1) causal effect estimation (1)

Papers

Proximal Identification and Estimation in Front-Door Causal Structures with Unobserved Confounding of the Mediator UAI 2026 Probabilities of Causation for Continuous and Vector Variables UAI 2024 On the Assumptions of Synthetic Control Methods AISTATS 2022