Approximating Counterfactual Bounds while Fusing Observational, Biased and Randomised Data Sources

Marco Zaffalon, Alessandro Antonucci, Rafael Cabañas +1

We address the problem of integrating data from multiple, possibly biased, observational and interventional studies, to eventually compute counterfactuals in structural causal mode…