Irina Cristali

Using Embeddings for Causal Estimation of Peer Influence in Social Networks

We address the problem of using observational data to estimate peer contagion effects, the influence of treatments applied to individuals in a network on the outcomes of their neighbors. A main challenge to such estimation is that homophily - the tendency of connected units to share similar latent t…