Identifiability of causal effects with non-Gaussianity and auxiliary covariates

Kang Shuai, Shanshan Luo, Yue Zhang +2

Assessing causal effects in the presence of unmeasured confounding is challenging. Although auxiliary variables, such as instrumental variables, are commonly used to identify causa…