Li-Cheng Liu

Identification and Estimation of Treatment Effects from Network Data with Confounded Social Links

In observational network data, the adoption of a treatment and the formation of social ties often depend on the same characteristics that affect outcomes. We propose a generalized propensity score for each unit's effective treatment, built from a model for treatment assignment and a dyadic model for network formation,...