Network-Based Regularization for Generalized Linear Models

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Documentation for package ‘regnet’ version 1.0.0

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regnet-package Network-Based Regularization for Generalized Linear Models
cv.regnet k-folds cross-validation for regnet
plot.regnet plot a regnet object
print.cv.regnet print a cv.regnet object
print.regnet print a regnet object
regnet fit a regression for given lambda with network-based regularization
rgn Example datasets for demonstrating the features of regnet
rgn.htr Example datasets for demonstrating the features of regnet
rgn.logi Example datasets for demonstrating the features of regnet
rgn.surv Example datasets for demonstrating the features of regnet
rgn.tcga Example datasets for demonstrating the features of regnet