Gaussian Graphical Models with Latent Clustering Structure

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Documentation for package ‘normalblockr’ version 0.2.1

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

Help Pages

BIC.NormalBlockVarBase	Bayesian Information Criterion for a Normal-Block Model
BIC.NormalBlockVarCollection	Bayesian Information Criterion for a Collection of Normal-Block Models
brca_rppa	Breast cancer proteomics data (TCGA, RPPA)
coef.NormalBlockVarBase	Extract Model Coefficients
fitted.NormalBlockVarBase	Extract Fitted Values
generate_normal_block_var_data	Generate Normal Block Data
get_model	Create a Normal-Block Model Object
isNB	Check if an Object is a Normal-Block Model
logLik.NormalBlockVarBase	Extract Log-Likelihood of a Normal-Block Model
logLik.NormalBlockVarCollection	Extract Log-Likelihood of a Collection of Normal-Block Models
NB_control	NB_control
NormalBlockData	Data Container for Normal-Block Models
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
onema	French stream fish community data (ONEMA / OFB electrofishing surveys)
plot.NormalBlockVarBase	Plot a Normal-Block Model
predict.NormalBlockVarBase	Predict Method for Normal-Block Models
print.NormalBlockVarBase	Print a Normal-Block Model
print.NormalBlockVarCollection	Print a Collection of Normal-Block Models
print.summary.NormalBlockVarBase	Print a Normal-Block Model Summary
print.summary.NormalBlockVarCollection	Print a Collection Summary
sigma.NormalBlockVarBase	Extract the Latent-Block Covariance Matrix
summary.NormalBlockVarBase	Summarize a Normal-Block Model
summary.NormalBlockVarCollection	Summarize a Collection of Normal-Block Models
university	University webpages text data (CMU "4 Universities" / WebKB)
ZINormalBlockVarKnownClusters	Zero-Inflated Normal-Block Model with Known Clustering
ZINormalBlockVarUnknownClusters	Zero-Inflated Normal-Block Model with Unknown Clustering