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conftrace_

unmeasured confounder

7 papers

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Co-occurring keywords · papers mentioning both

causal effect (3) instrumental variable (2) causal inference (2) two-stage regression (1) front-door criterion (1) verma constraint (1) two-stage least square (1) causal reinforcement learning (1) identifiability condition (1) cardinality (1)

Papers

Exponential Family Graphical Models: Correlated Replicates and Unmeasured Confounders, with Applications to fMRI Data JMLR 2025 Automating the Selection of Proxy Variables of Unmeasured Confounders ICML 2024 Tight Partial Identification of Causal Effects with Marginal Distribution of Unmeasured Confounders ICML 2024 Two-way Deconfounder for Off-policy Evaluation in Causal Reinforcement Learning NeurIPS 2024 High-Dimensional Inference for Generalized Linear Models with Hidden Confounding JMLR 2023 Instrumental Variable Regression with Confounder Balancing ICML 2022 On testability of the front-door model via Verma constraints UAI 2022