Ciarán M. Lee

Causal inference via algebraic geometry: necessary and sufficient conditions for the feasibility of discrete causal models

2015 · arXiv (Cornell University)

We provide a scheme for inferring causal relations from uncontrolled statistical data which makes use of all of the information in the joint probability distribution over the observed variables rather than just the conditional independence …