In observational studies, the true causal model is typically unknown and...
Enumerating the directed acyclic graphs (DAGs) of a Markov equivalence c...
Front-door adjustment is a classic technique to estimate causal effects ...
Counting and sampling directed acyclic graphs from a Markov equivalence ...
Linear structural equation models represent direct causal effects as dir...
Counting and uniform sampling of directed acyclic graphs (DAGs) from a M...
One of the common obstacles for learning causal models from data is that...