std.causal.adjustment

Adjustment criteria and structural detectors over mixed graphs (directed -> and bidirected <-> edges).

(import std.causal.adjustment)
SymbolDescription
(dag:gac? g x y z)Generalized Adjustment Criterion check on g for (X, Y) with adjustment set Z.
(dag:minimal-adjustments g x y observed)Enumerate minimal valid adjustment sets drawn from observed.
(front-door? g x y m)Front-door criterion check for mediator set M.
(do:front-door-formula y x m)Canonical front-door estimand AST.
(iv? g z x y)Instrumental-variable criterion check.