Causal Inference for Unobservable Multivariate Outcomes, with Applications to Brain Effective Connectivity

Haiyue Song, Ani Eloyan, Youjin Lee

Evaluating the causal effect of an intervention on multivariate outcomes is challenging when the outcomes are interdependent and derived rather than directly observed. Effective co…