Bayesian Structure Learning in Graphical Models using Birth-Death MCMC

Documentation for package ‘BDgraph’ version 2.35

BDgraph-package	Bayesian Structure Learning in Graphical Models
BDgraph	Bayesian Structure Learning in Graphical Models
bdgraph	Search algorithm in graphical models
bdgraph.mpl	Search algorithm in graphical models based on marginal pseudo-likehlihood
bdgraph.npn	Nonparametric transfer
bdgraph.sim	Synthetic graph data generator
bdgraph.ts	Search algorithm in time series graphical models
compare	Comparing the results
geneExpression	Human gene expression dataset
gnorm	Normalizing constant for G-Wishart
pgraph	Posterior probabilities of the graphs
plinks	Estimated posterior link probabilities
plot.bdgraph	Plot function for 'S3' class '"bdgraph"'
plot.sim	Plot function for 'S3' class '"sim"'
plotcoda	Convergence plot
plotroc	ROC plot
print.bdgraph	Print function for 'S3' class '"bdgraph"'
print.sim	Print function for 'S3' class '"sim"'
rcwish	Sampling from Complex Wishart distribution
reinis	Risk factors of coronary heart disease
rgcwish	Sampling from complex G-Wishart distribution
rgwish	Sampling from G-Wishart distribution
rwish	Sampling from Wishart distribution
select	Graph selection
summary.bdgraph	Summary function for 'S3' class '"bdgraph"'
surveyData	Labor force survey data
traceplot	Trace plot of graph size