Family of Lasso Regression


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Documentation for package ‘flare’ version 1.7.0.1

Help Pages

flare-package flare: a new Family of Lasso Regression
coef.slim Extract Model Coefficients for an object with S3 class '"slim"'
eyedata The Bardet-Biedl syndrome Gene expression data from Scheetz et al. (2006)
flare flare: a new Family of Lasso Regression
part.cv Internal flare functions
plot.roc Plot Function for "roc"
plot.select Plot Function for "select"
plot.sim Plot Function for "sim"
plot.slim Plot Function for "slim"
plot.sugm Plot Function for "sugm"
predict.slim Prediction for an object with S3 class '"slim"'
print.roc Print Function for for an object with S3 class '"roc"'
print.select Print Function for for an object with S3 class '"select"'
print.sim Print Function for for an object with S3 class '"sim"'
print.slim Print Function for an object with S3 class '"slim"'
print.sugm Print Function for an object with S3 class '"sugm"'
slim Sparse Linear Regression using Nonsmooth Loss Functions and L1 Regularization
slim.dantzig.ladm.scr Internal flare functions
slim.lad.ladm.scr.btr Internal flare functions
slim.lasso.ladm.scr Internal flare functions
slim.lq.ladm.scr.btr Internal flare functions
slim.sqrt.ladm.scr Internal flare functions
sugm High-deimensional Sparse Undirected Graphical Models.
sugm.clime.ladm.scr Internal flare functions
sugm.cv Internal flare functions
sugm.generator Data generator for sparse undirected graph estimation.
sugm.likelihood Internal flare functions
sugm.plot Graph visualization for an object with S3 class '"sugm"'
sugm.roc Draw ROC Curve for an object with S3 class '"sugm"'
sugm.select Model selection for high-dimensional undirected graphical models
sugm.tiger.ladm.scr Internal flare functions
sugm.tracel2 Internal flare functions
x The Bardet-Biedl syndrome Gene expression data from Scheetz et al. (2006)
y The Bardet-Biedl syndrome Gene expression data from Scheetz et al. (2006)