no code implementations • 15 Nov 2022 • Dominik Janzing, Sergio Hernan Garrido Mejia
Discussions on causal relations in real life often consider variables for which the definition of causality is unclear since the notion of interventions on the respective variables is obscure.
no code implementations • 15 Jul 2021 • Sergio Hernan Garrido Mejia, Elke Kirschbaum, Dominik Janzing
Another similarly important and challenging task is to quantify the causal influence of a treatment on a target in the presence of confounders.