GMS: Graphical Models Object

Description Arguments See Also

Description

This class of objects is returned by the XMRF function in this package, to represent the fitted Markov Network(s). Objects of this class have the print method to display the core information of the fitted models and plot method to plot the optimal Markov Network.

Arguments

v

vector of (nlams length) network variability measured for each regularization level.

D

a list of pxp matrices of stability scores of inferred edges of each network along the regularization path.

lambda.path

numeric vector used for regularization path.

opt.lambda

lambda value that gives the optimal network (network with maximum variability).

network

a list of pxp matrices of fitted networks along the regularization path.

opt.index

index of the regularization value that gives the optimal network.

See Also

XMRF, plot.GMS


XMRF documentation built on May 2, 2019, 8:18 a.m.