High-Dimensional Undirected Graph Estimation


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Documentation for package ‘huge’ version 1.3.5

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huge-package High-Dimensional Undirected Graph Estimation
huge High-dimensional undirected graph estimation
huge.ct Graph estimation via correlation thresholding (ct)
huge.generator Data generator
huge.glasso The graphical lasso (glasso) using sparse matrix output
huge.inference Graph inference
huge.mb Meinshausen & Buhlmann graph estimation
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
huge.tiger Tuning-insensitive graph estimation
plot.huge Plot function for S3 class "huge"
plot.roc Plot function for S3 class "roc"
plot.select Plot function for S3 class "select"
plot.sim Plot function for S3 class "sim"
print.huge Print function for S3 class "huge"
print.roc Print function for S3 class "roc"
print.select Print function for S3 class "select"
print.sim Print function for S3 class "sim"
stockdata Stock price of S&P 500 companies from 2003 to 2008
_PACKAGE High-Dimensional Undirected Graph Estimation