arxivstat.MEmath.STstat.ML2026-07-19
The Resolution of Causal Heterogeneity
Causal subgroup analyses often report a small number of groups summarizing treatment effect heterogeneity, as if that number were a well-defined estimand. Outside genuinely latent class populations, however, a ``true'' subgroup count is model dependent rather than a population fu…