Algorithmic syntactic causal identification

no code implementations • 14 Mar 2024 • Dhurim Cakiqi, Max A. Little

Our description is given entirely in terms of the non-parametric ADMG structure specifying a causal model and the algebraic signature of the corresponding monoidal category, to which a sequence of manipulations is then applied so as to arrive at a modified monoidal category in which the desired, purely syntactic interventional causal model, is obtained.

Causal Identification Causal Inference