Causal Effect Identification in Heterogeneous Environments from Higher-Order Moments

Yaroslav Kivva, Sina Akbari, Saber Salehkaleybar +1

We investigate the estimation of the causal effect of a treatment variable on an outcome in the presence of a latent confounder. We first show that the causal effect is identifiabl…