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…