Abel Jansma

Decomposing Interventional Causality into Synergistic, Redundant, and Unique Components

We introduce a novel framework for decomposing interventional causal effects into synergistic, redundant, and unique components, building on the intuition of Partial Information Decomposition (PID) and the principle of Möbius inversion. While recent work has explored a similar decomposition of an ob…