Causal XAIΒΆ

Examples for confounding-bias attribution using the ConfoundingXAI game. Shapley values identify which covariates drive the gap between an estimated treatment effect and the observed outcome difference.

Confounding SHAP: Attributing Bias to Covariates

Confounding SHAP: Attributing Bias to Covariates