Causal Discovery in Linear Models with Unobserved Variables and Measurement Error

Yuqin Yang, Mohamed Nafea, Negar Kiyavash +2

The presence of unobserved common causes and measurement error poses two major obstacles to causal structure learning, since ignoring either source of complexity can induce spuriou…