Symmetries and Causality: Causal Effect Identification Beyond IID Data.

arXiv:2609.03697v2 Announce Type: replace-cross Abstract: We develop theory for the identification of complex causal queries from non-IID data. We propose a formal description of stochastic systems based on symmetries in data leaving causal mechanisms invarian