Distinguishing cause from effect using observational data
M MooijJoris, PetersJonas, JanzingDominik, ZscheischlerJakob, SchölkopfBernhard · Journal of Machine Learning Research · 2016
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 whether X causes Y...