Causal Graph Interface

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Documentation for package ‘caugi’ version 0.3.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

add_edges	Manipulate nodes and edges of a 'caugi'
add_nodes	Manipulate nodes and edges of a 'caugi'
adjustment_set	Compute an adjustment set
aid	Adjustment Identification Distance
all_backdoor_sets	Get all backdoor sets up to a certain size.
ancestors	Get ancestors of nodes in a 'caugi'
as_adjacency	Convert a caugi to an adjacency matrix
as_bnlearn	Convert a caugi to a bnlearn network
as_caugi	Convert to a 'caugi'
as_dagitty	Convert a caugi to a dagitty graph
as_igraph	Convert a caugi to an igraph object
build	Build the graph now
caugi	Create a 'caugi' from edge expressions.
caugi_registry	'caugi' edge registry
caugi_verbs	Manipulate nodes and edges of a 'caugi'
children	Get children of nodes in a 'caugi'
descendants	Get descendants of nodes in a 'caugi'
d_separated	Are X and Y d-separated given Z?
E	Get edges of a 'caugi'.
edges	Get edges of a 'caugi'.
edge_types	Get the edge types of a 'caugi'.
exogenous	Get all exogenous nodes in a 'caugi'
generate_graph	Generate a 'caugi' using Erdős-Rényi.
hd	Hamming Distance
is_acyclic	Is the 'caugi' acyclic?
is_caugi	Is it a 'caugi' graph?
is_cpdag	Is the 'caugi' graph a CPDAG?
is_dag	Is the 'caugi' graph a DAG?
is_empty_caugi	Is the 'caugi' graph empty?
is_pdag	Is the 'caugi' graph a PDAG?
is_ug	Is the 'caugi' graph an UG?
is_valid_backdoor	Is a backdoor set valid?
length	Length of a 'caugi'
markov_blanket	Get Markov blanket of nodes in a 'caugi'
moralize	Moralize a DAG
mutate_caugi	Mutate 'caugi' class
neighbors	Get neighbors of nodes in a 'caugi'
neighbours	Get neighbors of nodes in a 'caugi'
nodes	Get nodes or edges of a 'caugi'
parents	Get parents of nodes in a 'caugi'
print	Print a 'caugi'
register_caugi_edge	Register a new edge type in the global registry.
registry	'caugi' edge registry
remove_edges	Manipulate nodes and edges of a 'caugi'
remove_nodes	Manipulate nodes and edges of a 'caugi'
reset_caugi_registry	'caugi' edge registry
same_nodes	Same nodes?
seal_caugi_registry	'caugi' edge registry
set_edges	Manipulate nodes and edges of a 'caugi'
shd	Structural Hamming Distance
skeleton	Get the skeleton of a graph
subgraph	Get the induced subgraph
V	Get nodes or edges of a 'caugi'
vertices	Get nodes or edges of a 'caugi'