Network Causal Effect Estimation In Graphical Models Of Contagion And
Latent Confounding
Network Causal Effect Estimation In Graphical Models Of Contagion And
Latent Confounding
A key question in many network studies is whether the observed correlations between units are primarily due to contagion or latent confounding. Here, we study this question using a segregated graph (Shpitser, 2015) representation of these mechanisms, and examine how uncertainty about the true underlying mechanism impacts downstream computation of …