conftrace_

unmeasured confounder

5 papers

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Co-occurring keywords

instrumental variable (75) causal inference (1630) neural tensor network (8) model-based estimator (1) treatment effect (134) observational datum (109) goodness-of-fit test (29) fmri datum (14) correlated replicate (1) vector autoregressive model (12)

Papers

Exponential Family Graphical Models: Correlated Replicates and Unmeasured Confounders, with Applications to fMRI Data JMLR 2025
Two-way Deconfounder for Off-policy Evaluation in Causal Reinforcement Learning NIPS 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