Efficient Identification in Linear Structural Causal Models with Auxiliary Cutsets
Daniel Kumor,u00a0Carlos Cinelli,u00a0Elias Bareinboim
We develop a polynomial-time algorithm for identification of structural coefficients in linear causal models that subsumes previous efficient state-of-the-art methods, unifying several disparate approaches to identification in this setting. Building on these results, we develop a procedure for identifying total causal effects in linear systems.
