3 problems

Let $N$ be a finite set of nodes, let $\textsf{DAGS}(N)$ denote the acyclic directed graphs on $N$, and let $\mathsf{F}$ be the associated polytope whose graph vertices are…

Let $D_1$ and $D_2$ be DAGs, and consider mechanism changes, also called imperfect or soft interventions, that alter the conditional distributions associated with variables without…

Let $D_1$ and $D_2$ be DAGs, let ${\mathcal{I}}$ be a conservative family of intervention targets, and let the associated observational and interventional densities be allowed to v…