Causal Graph Interface
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Documentation for package ‘caugi’ version 0.3.1
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 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' |