3 papers
stat.ME2025
Design-Based Weighted Regression Estimators for Average and Conditional Spillover Effects
Fei Fang, Laura Forastiere
When individuals engage in social or physical interactions, a unit's outcome may depend on the treatments received by others. In such interference environments, we provide a unifie…
stat.ME2025
Effective treatment allocation strategies under partial interference
Samantha G Dean, Georgia Papadogeorgou, Laura Forastiere
Interference occurs when the potential outcomes of a unit depend on the treatment of others. Interference can be highly heterogeneous, where treating certain individuals might have…
stat.AP2020
Modelling Network Interference with Multi-valued Treatments: the Causal Effect of Immigration Policy on Crime Rates
C. Tortù, I. Crimaldi, F. Mealli +1
Policy evaluation studies, which intend to assess the effect of an intervention, face some statistical challenges: in real-world settings treatments are not randomly assigned and t…