Eric V. Strobl

The Global Markov Property for a Mixture of DAGs

2019 · arXiv (Cornell University)

Real causal processes may contain feedback loops and change over time. In this paper, we model cycles and non-stationary distributions using a mixture of directed acyclic graphs (DAGs). We then study the conditional independence (CI) …