get_neighboringDAGs: Enumerate all neighbors of a DAG

In BCDAG: Bayesian Structure and Causal Learning of Gaussian Directed Graphs

Enumerate all neighbors of a DAG

Description

This functions takes any DAG with q nodes as input and returns all the neighboring DAGs, i.e. all those DAGs that can be reached by the addition, removal or reversal of an edge.

Usage

get_neighboringDAGs(DAG)

Arguments

DAG	Adjacency matrix of a DAG

Value

The (q,q,K) array containing all neighboring DAGs, with K being the total number of neighbors

Examples

# Randomly generate a DAG
q <- 4; w <- 0.2
set.seed(123)
DAG <- rDAG(q,w)
# Get neighbors
neighbors <- get_neighboringDAGs(DAG)
neighbors

BCDAG documentation built on April 4, 2025, 1:41 a.m.