2 papers
econ.EM2026
Heterogeneous Responses to Continuous Treatments: A Cluster-Based Causal Framework
Augusto Cerqua, Roberta Di Stefano, Raffaele Mattera
When treatments are non-randomly assigned, continuous, and yield heterogeneous effects at the same intensity, causal identification becomes particularly challenging. In such contex…
econ.EM2024
The inclusive Synthetic Control Method
Roberta Di Stefano, Giovanni Mellace
We introduce the inclusive synthetic control method (iSCM), a modification of synthetic control methods that includes units in the donor pool potentially affected, directly or indi…