Independence Testing-Based Approach to Causal Discovery under Measurement Error and Linear Non-Gaussian Models

Haoyue Dai, Peter Spirtes, Kun Zhang

Causal discovery aims to recover causal structures generating the observational data. Despite its success in certain problems, in many real-world scenarios the observed variables a…