Skewness-Robust Causal Discovery in Location-Scale Noise Models

Daniel Klippert, Alexander Marx

To distinguish Markov equivalent graphs in causal discovery, it is necessary to restrict the structural causal model. Crucially, we need to be able to distinguish cause $X$ from ef…