Skip to content
conftrace_

average causal effect

9 papers

Explore in graph

Also known as

ACE

Co-occurring keywords · papers mentioning both

causal inference (6) normalizing flow (3) counterfactual inference (2) structural causal model (2) conditional instrumental variable (1) patient trajectories (1) time-varying confounder (1) personalized public policy (1) identifying assumption (1) frontdoor formula (1)

Papers

$ρ$-GNF: A Copula-based Sensitivity Analysis to Unobserved Confounding Using Normalizing Flows PGM 2024 Causal effects of intervening variables in settings with unmeasured confounding JMLR 2024 Counterfactually-Equivalent Structural Causal Modelling Using Causal Graphical Normalizing Flows PGM 2024 Causal Inference under Interference and Model Uncertainty CLeaR 2023 Causal Inference with Conditional Instruments Using Deep Generative Models AAAI 2023 Contrasting Identifying Assumptions of Average Causal Effects: Robustness and Semiparametric Efficiency JMLR 2023 Estimating Average Causal Effects from Patient Trajectories AAAI 2023 Personalized Public Policy Analysis in Social Sciences Using Causal-Graphical Normalizing Flows AAAI 2022 Causal Inference through a Witness Protection Program NeurIPS 2014