Causal Discovery via Conditional Independence Testing with Proxy Variables

Mingzhou Liu, Xinwei Sun, Yu Qiao +1

Distinguishing causal connections from correlations is important in many scenarios. However, the presence of unobserved variables, such as the latent confounder, can introduce bias…