summary.bdgraph | R Documentation |
S3
class "bdgraph
" Provides a summary of the results for function bdgraph
.
## S3 method for class 'bdgraph' summary( object, round = 2, vis = TRUE, ... )
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 |
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. |
Reza Mohammadi a.mohammadi@uva.nl and Ernst Wit
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
bdgraph
, bdgraph.mpl
## 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)
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