summary.bdgraph {BDgraph} | R Documentation |
Summary function for S3
class "bdgraph
"
Description
Provides a summary of the results for function bdgraph
.
Usage
## S3 method for class 'bdgraph'
summary( object, round = 2, vis = TRUE, ... )
Arguments
object |
object of |
round |
value for rounding all probabilities to the specified number of decimal places. |
vis |
visualize the results. |
... |
additional plotting parameters for the case |
Value
selected_g |
adjacency matrix corresponding to the selected graph which has the highest posterior probability. |
p_links |
upper triangular matrix corresponding to the posterior probabilities of all possible links. |
K_hat |
estimated precision matrix. |
Author(s)
Reza Mohammadi a.mohammadi@uva.nl and Ernst Wit
References
Mohammadi, R. and Wit, E. C. (2019). BDgraph: An R
Package for Bayesian Structure Learning in Graphical Models, Journal of Statistical Software, 89(3):1-30, doi:10.18637/jss.v089.i03
See Also
Examples
## Not run:
# Generating multivariate normal data from a 'random' graph
data.sim <- bdgraph.sim( n = 50, p = 6, size = 7, vis = TRUE )
bdgraph.obj <- bdgraph( data = data.sim )
summary( bdgraph.obj )
bdgraph.obj <- bdgraph( data = data.sim, save = TRUE )
summary( bdgraph.obj )
summary( bdgraph.obj, vis = FALSE )
## End(Not run)
[Package BDgraph version 2.72 Index]