Distinguishing Cause from Effect on Categorical Data: The Uniform Channel Model

Mário A. T. Figueiredo, Catarina A. Oliveira

Distinguishing cause from effect using observations of a pair of random variables is a core problem in causal discovery. Most approaches proposed for this task, namely additive noi…