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std.causal.transport
Transportability and selection-bias helpers.
(import std.causal.transport)
| Symbol | Description |
|---|---|
(s-node? n) | True when n is an S-node marker (a symbol whose name starts with S). |
(do:sBD? g x y z s-nodes) | Selection back-door criterion: Z satisfies the back-door for (X, Y) and Y is d-separated from each S-node given X and Z. |
(do:transport g* g y x) | sID-style transport query. Returns either an immediate ID estimand, a transport adjustment estimand (sum z (prod (P* (y x ...z)) (P z))), or a (fail (transport ...)) witness. P* denotes source-domain interventional information. |
Bidirected edges are expanded to latent parents for d-separation checks.