Gaussian Graphical Models with Latent Clustering Structure

---

Documentation for package ‘normalblockr’ version 0.3.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

BIC.NormalBlockBase	Bayesian Information Criterion for a Normal-Block Model
BIC.NormalBlockCollection	Bayesian Information Criterion for a Collection of Normal-Block Models
brca_rppa	Breast cancer proteomics data (TCGA, RPPA)
coef.NormalBlockBase	Extract Model Coefficients
fitted.NormalBlockBase	Extract Fitted Values
generate_normal_block_mean_data	Generate Normal Block Mean Data
generate_normal_block_var_data	Generate Normal Block Var Data
get_model	Create a Normal-Block Model Object
isNB	Check if an Object is a Normal-Block Model
logLik.NormalBlockBase	Extract Log-Likelihood of a Normal-Block Model
logLik.NormalBlockCollection	Extract Log-Likelihood of a Collection of Normal-Block Models
NB_control	NB_control
NormalBlockData	Data Container for Normal-Block Models
NormalBlockMeanCollectionClusters	Collection of Mean-Block Models over a Range of Cluster Counts
NormalBlockMeanCollectionClustersSparsity	Collection of Mean-Block Models over Cluster Counts and Sparsity Levels
NormalBlockMeanCollectionSparsity	Collection of Mean-Block Models over a Sparsity Path
NormalBlockMeanKnownClusters	Mean-Block Model with Known Clustering
NormalBlockMeanUnknownClusters	Mean-Block Model with Unknown Clustering
NormalBlockVarCollectionClusters	Collection of Normal-Block Models over a Range of Cluster Counts
NormalBlockVarCollectionClustersSparsity	Collection of Normal-Block Models over Cluster Counts and Sparsity Levels
NormalBlockVarCollectionSparsity	Collection of Normal-Block Models over a Sparsity Path
NormalBlockVarKnownClusters	Normal-Block Model with Known Clustering
NormalBlockVarUnknownClusters	Normal-Block Model with Unknown Clustering
normal_block	Normal-block model
normal_block_sequential	Cluster variables in the mean, then in the residual covariance
onema	French stream fish community data (ONEMA / OFB electrofishing surveys)
plot.NormalBlockBase	Plot a Normal-Block Model
predict.NormalBlockBase	Predict Method for Variance-Block Models
print.NormalBlockBase	Print a Normal-Block Model
print.NormalBlockCollection	Print a Collection of Normal-Block Models
print.normal_block_sequential	Print a Sequential Mean-then-Variance Fit
print.summary.NormalBlockBase	Print a Normal-Block Model Summary
print.summary.NormalBlockCollection	Print a Collection Summary
sigma.NormalBlockBase	Extract the Covariance Matrix
summary.NormalBlockBase	Summarize a Normal-Block Model
summary.NormalBlockCollection	Summarize a Collection of Normal-Block Models
university	University webpages text data (CMU "4 Universities" / WebKB)
ZINormalBlockMeanKnownClusters	Zero-Inflated Mean-Block Model with Known Clustering
ZINormalBlockMeanUnknownClusters	Zero-Inflated Mean-Block Model with Unknown Clustering
ZINormalBlockVarKnownClusters	Zero-Inflated Normal-Block Model with Known Clustering
ZINormalBlockVarUnknownClusters	Zero-Inflated Normal-Block Model with Unknown Clustering