High-dimensional Undirected Graph Estimation

[Up] [Top]

Documentation for package ‘huge’ version 1.0.1

Help Pages

huge-package High-dimensional Undirected Graph Estimation
huge High-dimensional undirected graph estimation in one-step mode
huge.GECT Graph Estimation via Correlation Thresholding (GECT)
huge.generator Data generator
huge.glassoM High-dimensional undirected graph estimation via Graphical Lasso
huge.MBGEL Meinshausen & Buhlmann Graph Estimation via Lasso
huge.NPN NonparaNormal(NPN) transformation
huge.plot Graph visualization
huge.roc Draw ROC Curve for a graph path
huge.select Model selection for high-dimensional undirected graph estimation
lasso.stars Stability Approach to Regularization Selection for Lasso
plot.GECT Plot function for S3 class "GECT"
plot.glassoM Plot function for S3 class "glassoM"
plot.huge Plot function for S3 class "huge"
plot.MBGEL Plot function for S3 class "MBGEL"
plot.NPN Plot function for S3 class "NPN"
plot.roc Plot function for S3 class "roc"
plot.select Plot function for S3 class "select"
plot.sim Plot function for S3 class "sim"
plot.stars Plot function for S3 class "stars"
print.GECT Print function for S3 class "GECT"
print.glassoM Print function for S3 class "glassoM"
print.huge Print function for S3 class "huge"
print.MBGEL Print function for S3 class "MBGEL"
print.NPN Print function for S3 class "NPN"
print.roc Print function for S3 class "roc"
print.select Print function for S3 class "select"
print.sim Print function for S3 class "sim"
print.stars Print function for S3 class "stars"
summary.GECT Summary function for S3 class "GECT"
summary.glassoM Summary function for S3 class "glassoM"
summary.huge Summary function for S3 class "huge"
summary.MBGEL Summary function for S3 class "MBGEL"
summary.NPN Summary function for S3 class "NPN"
summary.roc Summary function for S3 class "roc"
summary.select Summary function for S3 class "select"
summary.sim summary function for S3 class "sim"
summary.stars Summary function for S3 class "stars"