On Causal Inference with Model-Based Outcomes

Dmitry Arkhangelsky, Kazuharu Yanagimoto, Tom Zohar

We study the estimation of causal effects on group-level parameters identified from microdata (e.g., child penalties). We demonstrate that standard one-step methods (such as pooled…