Distinguishing cause from effect using observational data: methods and benchmarks

Joris M. Mooij, Jonas Peters, Dominik Janzing +2

The discovery of causal relationships from purely observational data is a fundamental problem in science. The most elementary form of such a causal discovery problem is to decide w…