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direct causal effect

3 papers

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Also known as

DCE

Co-occurring keywords · papers mentioning both

causal inference (2) path-specific instrumental variable (1) direct effect (1) conditional independence testing (1) summary causal graph (1) generalized eigenvalue decomposition (1) causal adjustment (1) causal graph (1) causal representation learning (1) structural causal model (1)

Papers

Learning Causal Response Representations through Direct Effect Analysis UAI 2025 Identifiability of Direct Effects from Summary Causal Graphs AAAI 2024 Using Descendants as Instrumental Variables for the Identification of Direct Causal Effects in Linear SEMs AISTATS 2010