summary.bcdag {BCDAG}R Documentation

bcdag object summaries

Description

bcdag object summaries

Usage

## S3 method for class 'bcdag'
summary(object, ...)

Arguments

object

a bcdag object for which a summary is desired

...

additional arguments affecting the summary produced

Value

A printed message listing the inputs given to learn_DAG, a graphical representation of the Median Probability DAG, a heatmap representing posterior probability of edge inclusion and an histogram of the number of edges in the visited DAGs.

Examples

n <- 1000
q <- 4
DAG <- matrix(c(0,1,1,0,0,0,0,0,0,0,0,0,0,1,1,0), nrow = q)

L <- DAG
L[L != 0] <- runif(q, 0.2, 1)
diag(L) <- c(1,1,1,1)
D <- diag(1, q)
Sigma <- t(solve(L))%*%D%*%solve(L)

a <- 6
g <- 1/1000
U <- g*diag(1,q)
w = 0.2

set.seed(1)
X <- mvtnorm::rmvnorm(n, sigma = Sigma)

out <- learn_DAG(1000, 0, X, a, U, w, fast = TRUE, collapse = TRUE, save.memory = FALSE)
summary(out)

[Package BCDAG version 1.0.0 Index]