By combining scientific knowledge and data, Causal AI models can discover valid links that might otherwise go unnoticed.

There are two approaches to causal AI that are based on long-known principles: the potential outcomes framework and causal graph models. Both approaches make it possible to test the effects of a ...

Barma, Naazneen H. Levy, Naomi and Piombo, Jessica 2017. Disentangling aid dynamics in statebuilding and peacebuilding: a causal framework. International Peacekeeping ...

Carol Joyce Blumberg, International Statistical Review 'Guido Imbens and Don Rubin present an insightful discussion of the potential outcomes framework for causal inference … this book presents a ...