ConfoundingSHAP defines a custom Shapley game to attribute confounding strength to individual covariates and uses TabPFN to estimate it scalably without exhaustive refitting.
Robustcausal inference using directed acyclic graphs: The R package ‘dagitty’.International Journal of Epidemiology, page dyw341
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ConfoundingSHAP: Quantifying confounding strength in causal inference
ConfoundingSHAP defines a custom Shapley game to attribute confounding strength to individual covariates and uses TabPFN to estimate it scalably without exhaustive refitting.