Conditional Distributional Treatment Effects: Doubly Robust Estimation and Testing

Saksham Jain, Alex Luedtke

Beyond conditional average treatment effects, treatments may impact the entire outcome distribution in covariate-dependent ways, for example, by altering the variance or tail risks…