Synthetic Potential Outcomes and Causal Mixture Identifiability

Bijan Mazaheri, Chandler Squires, Caroline Uhler

Heterogeneous data from multiple populations, sub-groups, or sources is often represented as a ``mixture model'' with a single latent class influencing all of the observed covariat…