conftrace_

total causal effect

3 papers

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structural causal model (2) auxiliary cutset (1) intervention effect (1) partial homoscedasticity (1) perfect positive rank (1) posterior causal estimands (1) sequential ignorability (1) natural direct effect (1) markov equivalence class (1) linear causal model (1)

Papers

Causal Attribution Analysis for Continuous Outcomes ICML 2025 Identifying Total Causal Effects in Linear Models under Partial Homoscedasticity PGM 2024 Efficient Identification in Linear Structural Causal Models with Auxiliary Cutsets ICML 2020