Estimating Causal Peer Influence in Homophilous Social Networks by Inferring Latent Locations

Edward McFowland, Cosma Rohilla Shalizi

Social influence cannot be identified from purely observational data on social networks, because such influence is generically confounded with latent homophily, i.e., with a node's…