Canonicalize an Ancestral Graph
Takes an input ancestral graph (a graph with directed, bidirected and undirected edges) and converts it to a DAG by replacing every bidirected edge x <-> y with a substructure x <- L -> y, where L is a latent variable, and every undirected edge x – y with a substructure x -> S <- y, where S is a selection variable. This function does not check whether the input is actually an ancestral graph.
canonicalize(x)
x |
the input graph, a DAG or MAG. |
A list containing the following components:
gThe resulting graph.
LNames of newly inserted latent variables.
SNames of newly inserted selection variables.
canonicalize("mag{x<->y--z}") # introduces two new variables
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