lassogrp: Lasso Regression including group lasso and adaptive lasso

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Lasso Regression including group lasso and adaptive lasso

Author
Lukas Meier, Werner A. Stahel and Martin Maechler, ETH Zurich
Date of publication
2015-10-24 12:41:07
Maintainer
Werner A. Stahel <lassogrp-authors@stat.math.ethz.ch>
License
GPL (>= 2)
Version
1.0-3

View on R-Forge

Man pages

asphalt
Asphalt Rutting Data
cv.lasso
Cross Validation of a Lasso Fit
descr
Define and obtain the descr or tit attribute
extract.lassogrp
Extract Regression Results from a Lasso Fit
lambdamax
Lasso: get the Maximal lambda
lasso
Fit a (Generalized Linear) Model with Lasso
lassoControl
Options for the Group Lasso Algorithm
lassoControl-class
Class "lassoControl": Options for the Group Lasso Algorithm
lassogrp-internal
Internal Functions of 'lassogrp' Package
lassogrpModelmatrix
Model Matrix for Lasso
lassogrp-package
Lasso Regression including group lasso and adaptive lasso
lassoModel
Lasso Model Generation
lassoModel-class
Class "lassoModel": Group Lasso Models
methods-lassogrp
Prediction and Other Methods for 'lassogrp' Objects
plot.lassogrp
Plotting Method for 'lassogrp' Objects
print.lassogrp
Print lassogrp or lassofit Objects
splice
Dataset of human donor splice sites
stamp
Add an Identification Line to a Plot

Files in this package

lassogrp/DESCRIPTION
lassogrp/NAMESPACE
lassogrp/R
lassogrp/R/WS-tools.R
lassogrp/R/lassogrp.R
lassogrp/R/zzz.R
lassogrp/data
lassogrp/data/asphalt.rda
lassogrp/data/splice.rda
lassogrp/man
lassogrp/man/asphalt.Rd
lassogrp/man/cv.lasso.Rd
lassogrp/man/descr.Rd
lassogrp/man/extract.lassogrp.Rd
lassogrp/man/lambdamax.Rd
lassogrp/man/lasso.Rd
lassogrp/man/lassoControl-class.Rd
lassogrp/man/lassoControl.Rd
lassogrp/man/lassoModel-class.Rd
lassogrp/man/lassoModel.Rd
lassogrp/man/lassogrp-internal.Rd
lassogrp/man/lassogrp-package.Rd
lassogrp/man/lassogrpModelmatrix.Rd
lassogrp/man/methods-lassogrp.Rd
lassogrp/man/plot.lassogrp.Rd
lassogrp/man/print.lassogrp.Rd
lassogrp/man/splice.Rd
lassogrp/man/stamp.Rd
lassogrp/tests
lassogrp/tests/adaptive-checks.R
lassogrp/tests/test_centerscaling.R
lassogrp/tests/test_extractor.R
lassogrp/tests/test_grplasso.R