Graphical Criteria for Efficient Total Effect Estimation via Adjustment in Causal Linear Models

Leonard Henckel, Emilija Perković, Marloes H. Maathuis

Covariate adjustment is a commonly used method for total causal effect estimation. In recent years, graphical criteria have been developed to identify all valid adjustment sets, th…