2 papers
econ.EM2026
Identifying Treatment and Spillover Effects with Control-Based and Forecast-Based Counterfactuals
Viviana Celli, Augusto Cerqua, Guido Pellegrini
Spillovers and interference pose fundamental challenges for causal inference, as treatment assigned to one unit may affect the outcome of others, violating the no-interference assu…
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…