PCBN (version 0.1.1)

find_all_orders: Finds all possible copula assignments given a DAG

Description

Finds all possible copula assignments given a DAG

Usage

find_all_orders(DAG)

Value

a list of hashmaps containing the possible orders

Arguments

DAG

Directed Acyclic Graph

Examples

DAG = create_empty_DAG(4)
DAG = bnlearn::set.arc(DAG, 'U1', 'U3')
DAG = bnlearn::set.arc(DAG, 'U2', 'U3')
DAG = bnlearn::set.arc(DAG, 'U1', 'U4')
DAG = bnlearn::set.arc(DAG, 'U2', 'U4')
DAG = bnlearn::set.arc(DAG, 'U3', 'U4')
all_orders = find_all_orders(DAG)
length(all_orders)
# 8 orders
for (i in 1:length(all_orders)){
  cat("Order ", i, ": \n")
  cat("U3:", all_orders[[i]][['U3']])
  cat(" ; U4:", all_orders[[i]][['U4']], "\n")
}