Learning Graphical Models with Hubs

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Documentation for package ‘hglasso’ version 1.3

• DESCRIPTION file.

Help Pages

hglasso-package	Fit the hub graphical lasso, hub covariance graph, and hub binary network
binaryMCMC	Generate samples using Gibbs sampling for binary network specified by the parameter Theta
hbn	Hub binary network
hcov	Hub covariance graph
hglasso	Hub graphical lasso
hglassoBIC	BIC-type criterion for 'hglasso'
HubNetwork	Hub network generation
image.hbn	Image plot of an object of class 'hglasso', 'hcov', or 'hbn'
image.hcov	Image plot of an object of class 'hglasso', 'hcov', or 'hbn'
image.hglasso	Image plot of an object of class 'hglasso', 'hcov', or 'hbn'
plot.hbn	Plot an object of class 'hglasso', 'hcov', or 'hbn'
plot.hcov	Plot an object of class 'hglasso', 'hcov', or 'hbn'
plot.hglasso	Plot an object of class 'hglasso', 'hcov', or 'hbn'
summary.hbn	Plot an object of class 'hglasso', 'hcov', or 'hbn'
summary.hcov	Plot an object of class 'hglasso', 'hcov', or 'hbn'
summary.hglasso	Plot an object of class 'hglasso', 'hcov', or 'hbn'